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            <title>artificial intelligence</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai</link>
            <description>artificial intelligence

see also:

	* information technology main index
	* timeline of artificial intelligence development and related issues
	* timeline of medical artificial intelligence development
	* AI and the future
	* computers for running artificial intelligence
	* AI fakes
	* my AI playground
	* artificial intelligence courses
	* laptops for designing and training AI apps
	* AI terminology
	* Python language
	* anaconda
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 29 Oct 2025 09:09:40 +0000</pubDate>
        </item>
        <item>
            <title>AI - creating a voiced role-play conversational output from ChatGTP</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_audioout_llmchat</link>
            <description>AI - creating a voiced role-play conversational output from ChatGTP

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI - natural language processing (NLP)
	* AI - natural language processing (NLP) - how ChatGPT is made
	* AI Large Language Models (LLMs)
	* AI - LangChain

Introduction

Code

	* the following is derived from &lt;https://www.youtube.com/watch?v=5htSGLCroc8&gt;

create an index.html file u…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 22 Dec 2023 08:04:44 +0000</pubDate>
        </item>
        <item>
            <title>AI - backpropagation</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_backpropagation</link>
            <description>AI - backpropagation

see also:

	* artificial intelligence
	* AI machine learning
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;

Introduction

	* neural network deep learning uses an architecture of layers of neurons through which data is passed to arrive at an output layer
	* during training, gradient descent and backpropagation calculus techniques are utilised to nudge the weights and biases for each training item while assessing the accuracy of the output compared to the expecte…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sat, 12 Aug 2023 14:42:15 +0000</pubDate>
        </item>
        <item>
            <title>creating AI-powered chat bots for websites</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_chatbots</link>
            <description>creating AI-powered chat bots for websites

see also:

	* artificial intelligence

Introduction

	* a website chatbot is the popup help window you often see when browsing web pages

Using OAI-widgets and GPT-4

	* see &lt;https://www.youtube.com/watch?v=z9Yd19iU5oo&gt;
	* create an OpenAI paid account (with a payment method) and get an</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 28 Dec 2023 14:46:45 +0000</pubDate>
        </item>
        <item>
            <title>AI - ChatGPT and how to use it</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_chatgpt</link>
            <description>AI - ChatGPT and how to use it

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - natural language processing (NLP)
	* AI Large Language Models (LLMs)
	* AI - natural language processing (NLP) - how ChatGPT is made

Introduction

	* ChatGPT is a conversationalist API based upon GPT large language model which accepts a prompt and returns and output

Information search

	* one of the most common uses is to ask a question of ChatGPT and it can hopefully give a…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 23 Aug 2023 14:26:58 +0000</pubDate>
        </item>
        <item>
            <title>AI agents to create computer code</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_codehelper</link>
            <description>AI agents to create computer code

see also:

	* artificial intelligence

Introduction

	* AI can be utilised to find errors in computer code and can create computer code from a text prompt (and in some visual models, from a diagramatic schema in an image file)
	* many versions of</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sat, 30 Dec 2023 13:09:12 +0000</pubDate>
        </item>
        <item>
            <title>computers for running artificial intelligence</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_computers</link>
            <description>computers for running artificial intelligence

see also:

	* information technology main index
	* timeline of artificial intelligence development and related issues

Introduction

	* practically any computer can run cloud-based AI applications as the resources used to run these are computer servers on the internet and your computer is only sending it your requests, the cloud server does the computing and sends you back a response</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 19 Dec 2023 00:32:41 +0000</pubDate>
        </item>
        <item>
            <title>AI - Computer Vision</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_computervision</link>
            <description>AI - Computer Vision

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;
	* &lt;http://colab.research.google.com&gt; - to play with Python code online in a Jupyter notebook and combine text and code cells
	* &lt;https://www.learnpytorch.io/&gt;
		*  &lt;https://github.com/mrdbourke/pytorch-deep-learning&gt;
		*  Youtube PyTorch Deep Learning course by freeCodeCamp.org

	* Youtube: health data pre-processing in Python

Introdu…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 22 Aug 2023 12:42:45 +0000</pubDate>
        </item>
        <item>
            <title>AI - Computer Vision - convolutional neural networks</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_computervision_cnn</link>
            <description>AI - Computer Vision - convolutional neural networks

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - Computer Vision - linear/non-linear neural networks
	* AI - Computer Vision - datasets
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;
	* nvidia CUDA toolkit to install CUDA
	* &lt;http://colab.research.google.com&gt; - to play with Python code online in a Jupyter notebook and combine text and code cells
	* &lt;https://www.learnp…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 10 Aug 2023 05:15:37 +0000</pubDate>
        </item>
        <item>
            <title>AI - Computer Vision - datasets</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_computervision_datasets</link>
            <description>AI - Computer Vision - datasets

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - Computer Vision - linear/non-linear neural networks
	* AI - Computer Vision - convolutional neural networks
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;
	* nvidia CUDA toolkit to install CUDA
	* &lt;http://colab.research.google.com&gt; - to play with Python code online in a Jupyter notebook and combine text and code cells
	* &lt;https://www.learnp…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 10 Aug 2023 07:27:20 +0000</pubDate>
        </item>
        <item>
            <title>AI - Computer Vision - linear/non-linear neural networks</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_computervision_linear</link>
            <description>AI - Computer Vision - linear/non-linear neural networks

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - Computer Vision - convolutional neural networks
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;
	* nvidia CUDA toolkit to install CUDA
	* &lt;http://colab.research.google.com&gt; - to play with Python code online in a Jupyter notebook and combine text and code cells
	* &lt;https://www.learnpytorch.io/&gt;
		*  &lt;https://github.co…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 09 Aug 2023 05:02:04 +0000</pubDate>
        </item>
        <item>
            <title>artificial intelligence courses</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_courses</link>
            <description>artificial intelligence courses

see also:

	* information technology main index
	* cyber security courses
	* Youtube: Python4Delphi
	* Youtube: PyTorch on Delphi
	* Youtube: OpenAI and Delphi

Introduction

	* general pre-requisites are: 
		*  healthcare knowledge base
		*  Python programming
			*  Read, understand, and write code in Python, including language constructs such as functions and classes.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 24 Mar 2023 07:26:04 +0000</pubDate>
        </item>
        <item>
            <title>AI deep learning</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_deep_learning</link>
            <description>AI deep learning

see also:

	* artificial intelligence
	* AI machine learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI - natural language processing (NLP)
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;
	* nvidia CUDA toolkit to install CUDA
	* &lt;http://colab.research.google.com&gt; - to play with Python code online in a Jupyter notebook and combine text and code cells
	* &lt;https://www.learnpytorch.io/&gt;
		*  &lt;https://github.com/mrdbourke/pytorch-deep-learning&gt;
…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sat, 30 Dec 2023 07:33:45 +0000</pubDate>
        </item>
        <item>
            <title>Artificial Intelligence using Delphi Programming Tool</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_delphi</link>
            <description>Artificial Intelligence using Delphi Programming Tool

see also:

	* information technology main index
	* my AI playground
	* artificial intelligence courses
	* laptops for designing and training AI apps
	* Python language
	* anaconda
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI - natural language processing (NLP)
	* AI Large Language Models (LLMs)
	* AI - image generation
	* AI - Hugging Face
	* further reading on AI:
		*  &lt;http…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 01 Apr 2024 09:37:47 +0000</pubDate>
        </item>
        <item>
            <title>AI and clinical diagnosis</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_diagnosis</link>
            <description>AI and clinical diagnosis

see also:

	* artificial intelligence

Introduction

	* AI is likely to have important roles in supporting clinical diagnosis

Human clinical diagnosis processes

spot diagnosis / pattern recognition

	* humans, like all animals, are primed to rapidly recognise patterns ONCE they have learned those patterns - and this requires experience / exposure and awareness</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sun, 31 Dec 2023 00:54:59 +0000</pubDate>
        </item>
        <item>
            <title>AI fakes</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_fakes</link>
            <description>AI fakes

see also:

	* artificial intelligence

Introduction

	* 2023 has brought us easy to achieve deep fake websites, emails, images, music, videos using AI

Before AI and we are already primed to accept fakes

	* prior to AI, marketing and social media and our apparent desire for</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sun, 12 May 2024 02:20:18 +0000</pubDate>
        </item>
        <item>
            <title>AI and the future</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_future</link>
            <description>AI and the future

see also:

	* artificial intelligence

Introduction

	* AI is a disruptive technology which will change the world and the way we do things
	* like most things, there will be negative outcomes or risks as well as positive outcomes or benefits and there will be many who exploit it and abuse it</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 17 Jun 2024 04:59:28 +0000</pubDate>
        </item>
        <item>
            <title>timeline of artificial intelligence development and related issues</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_history</link>
            <description>timeline of artificial intelligence development and related issues

see also:

	* artificial intelligence
	* timeline of medical artificial intelligence development
	* AI terminology
	* information technology main index
	* AI Large Language Models (LLMs)
	* AI - image generation
	* AI and the future
	* the future world when AI reaches AGI level and beyond
	* Lev Selector's powerpoint slides on weekly AI news

	* Amara's Law:
		*  We are prone to overestimating the impact of new technologies in t…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 03 Apr 2026 06:52:12 +0000</pubDate>
        </item>
        <item>
            <title>timeline of medical artificial intelligence development</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_history_med</link>
            <description>timeline of medical artificial intelligence development

see also:

	* timeline of artificial intelligence development and related issues
	* artificial intelligence
	* information technology main index
	* AI Large Language Models (LLMs)
	* &lt;https://health.google/intl/ALL_uk/health-research/imaging-and-diagnostics/&gt;

Introduction

Timeline

2018

	* mRNA signatures of immune response  leading to Inflammatix's MyRNA point of care device for precision medicine, and InSep acute infection and sepsis …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 03 Sep 2024 05:20:37 +0000</pubDate>
        </item>
        <item>
            <title>AI - Hugging Face</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_huggingface</link>
            <description>AI - Hugging Face

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* Python language

Introduction

	* Hugging Face is a website that allows AI programmers collaborate with machine learning and access models and training datasets as well as providing a space to share their own models and an environment to run or test models</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 21 Aug 2023 11:21:06 +0000</pubDate>
        </item>
        <item>
            <title>AI - image generation</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_imagegeneration</link>
            <description>AI - image generation

see also:

	* information technology main index
	* artificial intelligence
	* laptops for designing and training AI apps
	* Python language
	* anaconda
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI - natural language processing (NLP)
	* AI Large Language Models (LLMs)
	* AI - Hugging Face

Introduction

	* this is a major risk for ascertainment of authenticity and truth, the internet is rapidly becoming inun…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sun, 17 Dec 2023 14:31:16 +0000</pubDate>
        </item>
        <item>
            <title>AI - LangChain</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_langchain</link>
            <description>AI - LangChain

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI - natural language processing (NLP)
	* AI - natural language processing (NLP) - how ChatGPT is made
	* AI Large Language Models (LLMs)

Introduction

	* LangChain is an open source framework  launched in October 2022 that allows AI developers to combine AI Large Language Models (LLMs) with external sources of computation and data (e…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 22 Dec 2023 09:42:08 +0000</pubDate>
        </item>
        <item>
            <title>AI Large Language Models (LLMs)</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_llms</link>
            <description>AI Large Language Models (LLMs)

see also:

	* artificial intelligence
	* timeline of artificial intelligence development and related issues
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI - natural language processing (NLP)
	* AI - natural language processing (NLP) - how ChatGPT is made
	* AI - creating a voiced role-play conversational output from ChatGTP
	* Python language
	* BloombergGPT training learnings

Introduction

	* Larg…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sat, 04 May 2024 03:33:44 +0000</pubDate>
        </item>
        <item>
            <title>User Interfaces to AI LLMs</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_llm_guis</link>
            <description>User Interfaces to AI LLMs

see also:

	* artificial intelligence
	* AI Large Language Models (LLMs)

Introduction

	* there are now many AI Large Language Models (LLMs) and many ways to access these, although many require setting up a payment account
	* some can be set up to be private so you are not sending information into the internet</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 04 Jul 2024 12:04:40 +0000</pubDate>
        </item>
        <item>
            <title>AI - performance testing LLMs using LM Studio</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_lmstudio_tests</link>
            <description>AI - performance testing LLMs using LM Studio

see also:

	* artificial intelligence
	* User Interfaces to AI LLMs

Windows 11 Intel i9 laptop with 64Gb RAM and nVidia 8Gb VRAM GPU

	* LM Studio v. 0.2.12 Jan 2024
		*  temp 0.5, n_predict 1024, top_k 50, repeat_penalty 1.1, min_p 0.05, cpu threads 4, n_batch 512, context length 32768 tokens (dropping to 4096 seems to speed up tokens/sec by 10% but otherwise no obvious benefit in speed), experts to use 2 (for mixtral)</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 31 Jan 2024 04:32:13 +0000</pubDate>
        </item>
        <item>
            <title>AI machine learning</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_machine_learning</link>
            <description>AI machine learning

see also:

	* artificial intelligence
	* AI deep learning
	* Python language
	* Youtube: Why Neural Networks Can Learn Any Function - The Universal Approximation Theorem
	* in contrast to the traditional neural networks outlined below, there are other machine learning frameworks such as:
		*  Kolmogorov-Arnold Networks (KANs): 
			*  information flows along connections between pieces, like putting puzzle pieces together. Each connection has its own function, like a strangely…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sat, 04 May 2024 03:44:45 +0000</pubDate>
        </item>
        <item>
            <title>AI - natural language processing (NLP)</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_nlp</link>
            <description>AI - natural language processing (NLP)

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* AI Large Language Models (LLMs)
	* AI_NLPM
	* AI - natural language processing (NLP) - how ChatGPT is made
	* Python language
	* &lt;https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer&gt;

Introduction

Basic steps

	* get the textual data
	* tokenize the data
		*  ie. break down …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 26 Feb 2024 12:46:56 +0000</pubDate>
        </item>
        <item>
            <title>AI - natural language processing (NLP) - how ChatGPT is made</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_nlp_chatgpt2</link>
            <description>AI - natural language processing (NLP) - how ChatGPT is made

see also:

	* artificial intelligence
	* AI machine learning
	* AI deep learning
	* AI - natural language processing (NLP)
	* AI Large Language Models (LLMs)
	* AI - ChatGPT and how to use it
	* AI - Computer Vision
	* AI - deep learning using TensorFlow
	* Python language
	* &lt;https://pytorch.org/docs/stable/generated/torch.nn.Transformer.html#torch.nn.Transformer&gt;
	* Youtube tutorial on GPT - and particularly how transformers work - …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 03 Apr 2024 10:32:38 +0000</pubDate>
        </item>
        <item>
            <title>AI GUI interfaces to SQL databases</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_sql</link>
            <description>AI GUI interfaces to SQL databases

see also:

	* artificial intelligence

Introduction

Examples

	* Postgres examples:
		*  &lt;https://www.youtube.com/watch?v=SWr9w96iBnM&gt;
			*  &lt;https://github.com/dmagda/DevMastersDb/blob/main/postgres/sql_agent/sql_agent_with_postgres_langchain.ipynb&gt;


	*  Defog SQLCoder 15b LLM:
		*  &lt;https://www.youtube.com/watch?v=eel50GKcWYI&gt;
			*  &lt;https://github.com/defog-ai/sqlcoder&gt;


	*  Python vanna:
		*  &lt;https://www.youtube.com/watch?v=6WmQuY_BjyA&gt;

	*  Microsoft …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 06 Feb 2024 09:55:10 +0000</pubDate>
        </item>
        <item>
            <title>AI - deep learning using TensorFlow</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_tensorflow</link>
            <description>AI - deep learning using TensorFlow

see also:

	* artificial intelligence
	* AI machine learning
	* AI - Computer Vision
	* AI deep learning
	* Python language
	* anaconda
	* &lt;http://www.pytorch.org&gt;
	* nvidia CUDA toolkit to install CUDA
	* &lt;http://colab.research.google.com&gt; - to play with Python code online in a Jupyter notebook and combine text and code cells
	* &lt;https://www.learnpytorch.io/&gt;
		*  &lt;https://github.com/mrdbourke/pytorch-deep-learning&gt;
		*  Youtube PyTorch Deep Learning course …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 17 Aug 2023 05:14:51 +0000</pubDate>
        </item>
        <item>
            <title>AI - deep learning text data using TensorFlow and Long Short-Term Memory Network (LSTM)</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_tensorflow_lstm</link>
            <description>AI - deep learning text data using TensorFlow and Long Short-Term Memory Network (LSTM)

see also:

	* artificial intelligence
	* AI machine learning
	* AI - Computer Vision
	* AI deep learning
	* AI - natural language processing (NLP)
	* AI - deep learning using TensorFlow
	* Python language

Introduction

	* Long Short-Term Memory Networks (LSTM) are a type of recurrent neural network (RNN) capable of learning order dependence in sequence prediction problems</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 17 Aug 2023 05:21:16 +0000</pubDate>
        </item>
        <item>
            <title>AI - deep learning text data using TensorFlow and NLPM</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_tensorflow_nlpm</link>
            <description>AI - deep learning text data using TensorFlow and NLPM

see also:

	* artificial intelligence
	* AI machine learning
	* AI - Computer Vision
	* AI deep learning
	* AI - natural language processing (NLP)
	* AI - deep learning using TensorFlow
	* Python language

Introduction

	* this method uses a Neural Probabilistic Language Model (concept developed in 2003) which allows fairly minimalistic coding to achieve reasonable outcomes</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 17 Aug 2023 05:17:08 +0000</pubDate>
        </item>
        <item>
            <title>AI terminology</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_terminology</link>
            <description>AI terminology

see also:

	* artificial intelligence

common AI terms

	* GPU
		*  the graphics processing unit (GPU) is historically the computer chip in computers which runs complex mathematics to generate visual graphics for display
		*  these GPUs are now also used preferentially over CPUs as they are perhaps 10x more efficient and faster at processing vector mathematics which is the core of AI</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sun, 07 Jan 2024 23:14:12 +0000</pubDate>
        </item>
        <item>
            <title>the future world when AI reaches AGI level and beyond</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_thefuture</link>
            <description>the future world when AI reaches AGI level and beyond

see also:

	* artificial intelligence
	* timeline of artificial intelligence development and related issues
	* AI and the future

Introduction

Employment, wages, productivity

	* in Dec 2023, International Monetary Fund publishes “Scenario planning for an AGI future” 
			*  concept of “Frontier of Automation</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sat, 30 Dec 2023 05:16:45 +0000</pubDate>
        </item>
        <item>
            <title>AI powered clinical transcribers</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_transcribers</link>
            <description>AI powered clinical transcribers

see also:

	* artificial intelligence
	* AI powered clinical translators

Introduction

	*  conversion of audio communications into formatted and often summarised text outputs which could potentially be used to create clinical notes for EMR systems

Examples

	* mAIscribe
		*  $AU190/mth basic subscription</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 02 Aug 2024 06:40:33 +0000</pubDate>
        </item>
        <item>
            <title>AI powered clinical translators</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ai_translation</link>
            <description>AI powered clinical translators

see also:

	* artificial intelligence
	* AI Transcribing
		*  conversion of audio communications into formatted and often summarised text outputs which could potentially be used to create clinical notes for EMR systems

	* &lt;https://journal.emwa.org/translation/the-use-of-machine-translation-and-ai-in-medical-translation-pros-and-cons/&gt;

Introduction

	* immediate real time language translation can be critically important in ensuring best patient care outcomes, pa…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 13 Aug 2024 02:42:05 +0000</pubDate>
        </item>
        <item>
            <title>anaconda</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:anaconda</link>
            <description>anaconda

see also:

	* artificial intelligence
	* AI machine learning
	* Python language
	* AI deep learning
	* Anaconda website
		*  &lt;https://docs.anaconda.com/free/anaconda/reference/troubleshooting/&gt;

	* &lt;http://www.pytorch.org&gt;

Introduction

	* basic level Anaconda is a free application which is used for:
		*  installing Python language, modules, and tools
		*  creating Python sand boxed environments
		*  launching Python tools such as Jupyter notebooks</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 27 Jul 2023 06:07:09 +0000</pubDate>
        </item>
        <item>
            <title>the search for holy grails - super intelligent AI vs nuclear fusion power</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:asi_vs_fusion</link>
            <description>the search for holy grails - super intelligent AI vs nuclear fusion power

see also:

	* artificial intelligence

Introduction

	* both of these technologies have been holy grails for the past 50 years and both require enormous amounts of money, R&amp;D and electricity
	* in early 2024, AI leaders were confident that AGI -</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 02 Jul 2024 07:37:18 +0000</pubDate>
        </item>
        <item>
            <title>money, banking and credit card security</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:banking_security</link>
            <description>money, banking and credit card security

see also:

	* personal IT security for health professionals

introduction

	* security for you finances and even your personal identity in the business world is becoming more and more difficult to ensure and more problematic to manage the ramifications such as changing all direct debit billings.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 14 Dec 2023 01:43:42 +0000</pubDate>
        </item>
        <item>
            <title>BloombergGPT training learnings</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:bloomberggpt</link>
            <description>BloombergGPT training learnings

see also:

	* artificial intelligence
	* AI Large Language Models (LLMs)

Introduction

	*  a finance optimised large language model (LLM) designed by Bloomberg in late 2022/early 2023
		*  see &lt;https://www.youtube.com/watch?v=m2Scj2SO85Y&gt;
		*  50b parameter LLM trained on 570b tokens, half of which are in the financial domain, used 512 GPUs and budget was 1.3m GPU hours on nVidia A100 40Gb GPUs;</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 24 Oct 2023 11:50:46 +0000</pubDate>
        </item>
        <item>
            <title>clinical decision support systems (CDSS)</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:cdss</link>
            <description>clinical decision support systems (CDSS)

see also:

	* Emergency Department Information Systems (EDIS) for Australia
	* clinical decision making

introduction

	* clinical decision support systems (CDSS) are systems which assist clinicians in making clinical decisions.
	* whilst in the past, such systems relied on paper-based systems such as books, policy manuals, etc or micro-film such as PoisIndex poisons management database, the majority are now electronic.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 12 Jun 2014 07:28:33 +0000</pubDate>
        </item>
        <item>
            <title>personal cloud computing - SkyDrive, OneNote, iCloud, DropBox</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:cloud_personal</link>
            <description>personal cloud computing - SkyDrive, OneNote, iCloud, DropBox

see also:

	* Windows 8 slate tablet devices for hospital use


introduction

	* now that internet access is possible almost everywhere we go and the fact that most of us use multiple devices to manage our lives such as a smartphone (eg. iPhone, Samsung Galaxy or perhaps even a Windows phone), plus a tablet (eg. iPad or</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 31 May 2013 04:06:38 +0000</pubDate>
        </item>
        <item>
            <title>cyber security courses</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:cybersecurity_courses</link>
            <description>cyber security courses

see also:

	* information technology main index
	* artificial intelligence courses

Introduction

	* understanding cybersecurity principles and how people can hack you, your company's databases or steal identities is increasingly critical and becoming much more difficult with the advent of AI fakes</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 29 Jul 2025 11:42:48 +0000</pubDate>
        </item>
        <item>
            <title>Python language in Delphi</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:delphi_python</link>
            <description>Python language in Delphi

	* Artificial Intelligence using Delphi Programming Tool
	* artificial intelligence
	* AI machine learning
	* Python language
	* &lt;https://learndelphi.org/delphi-ai-ultimate-guide/&gt;

Introduction

	* Delphi 11 now has ability to run Python scripts via Python4Delphi which has a wrapper for the Python dll 
	* SynEdit is an optional library that provides syntax highlighting and proper indention behaviors if you want to allow users to edit Python code in your application.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 19 Oct 2023 01:40:12 +0000</pubDate>
        </item>
        <item>
            <title>Emergency Department Information Systems (EDIS) for Australia</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:edis</link>
            <description>Emergency Department Information Systems (EDIS) for Australia

see also:

	* administrative aspects of Emergency Medicine in Australia
	* health informatics
	* Choosing an Emergency Information System
	* architecture and database relationships considerations for the EHR for Emergency Departments
	* Systems to ensure adequate and timely follow up of investigation results such as radiology and pathology
	* clinical decision support systems (CDSS)
	* Victorian Emergency Department Minimum Dataset (…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 04 Jan 2016 06:44:35 +0000</pubDate>
        </item>
        <item>
            <title>architecture and database relationships considerations for the EHR for Emergency Departments</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:edis_architecture</link>
            <description>architecture and database relationships considerations for the EHR for Emergency Departments

see also:

	* health informatics
	* electronic health records (EHRs)
	* Emergency Department Information Systems (EDIS) for Australia
	* openEHR architecture roadmap
	* openEHR architecture model (pdf)

fundamentals of an EDIS

	* ED systems need to have a good balance of security, accountability, accessibility and usability while allowing version control or similar to ensure a state of the data at any …</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 07 Aug 2023 10:02:30 +0000</pubDate>
        </item>
        <item>
            <title>Choosing an Emergency Information System</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:edis_choosing1</link>
            <description>Choosing an Emergency Information System

see also:

	* Emergency Department information systems (EDIS)
	* ACEM submission to NSW eHealth establishment regarding EDIS software 2012 (pdf) - this document is totally independent of the comments below and I was not party to its authorship.

NB. I have referenced my (Gary Ayton's) HASTools third party plugin here only to demonstrate what is possible - you can't buy this from me or anyone else and it is only used within Western Health - but I am happy…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 23 Apr 2012 06:43:08 +0000</pubDate>
        </item>
        <item>
            <title>electronic health records (EHRs)</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:ehr</link>
            <description>electronic health records (EHRs)

see also:

	* health informatics
	* Emergency Department Information Systems (EDIS) for Australia
	* openEHR architecture roadmap
	* openEHR architecture model (pdf)

Problems with EHRs

	* Fred Schulte 2019: Death By 1,000 Clicks: Where Electronic Health Records Went Wrong
	* Raj Ratwani - Human Factors and EMR: &lt;https://scholar.google.com/citations?user=3zzClV8AAAAJ&gt;
	* Don Norman and the importance of people centered design: &lt;https://www.youtube.com/watch?v=k…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 07 Aug 2023 10:10:18 +0000</pubDate>
        </item>
        <item>
            <title>Git file version control system</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:github</link>
            <description>Git file version control system

see also:

	* information technology main index

Introduction

	* Git is a free distributed file version control system which stores version change snapshots and allows offline use of, and editing and committing, files on your local machine
	* Git was originally written by the inventor of Linux and despite being a big difficult to use at times, Git source code control dominates the open source and professional development ecosystem - it's now almost impossible to…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sun, 27 Aug 2023 05:18:09 +0000</pubDate>
        </item>
        <item>
            <title>Gary's HASTools EDIS extension software</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:hastools</link>
            <description>Gary's HASTools EDIS extension software

see also:

	* Emergency Department Information Systems (EDIS) for Australia
	* Gary's HAS Tools screen shots

introduction

	* a separate front end developed using Delphi software (currently in RAD Studio XE one of the most powerful native Windows compilers available) and designed to be an extension of iSoft HASS EDIS product.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 07 May 2013 08:16:17 +0000</pubDate>
        </item>
        <item>
            <title>HASTools EDIS Order Entry Help</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:hastools_help_orderentry</link>
            <description>HASTools EDIS Order Entry Help

see also:

	* Gary's HASTools EDIS extension software

introduction

	* order entry for generating pathology and radiology investigation request forms is easy and efficient.
	* let's assume you are logged in and have the patient list screen open and your patient has possible ischaemic chest pain.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Fri, 29 Jan 2010 06:24:27 +0000</pubDate>
        </item>
        <item>
            <title>Gary's HAS Tools screen shots</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:hastools_screenshots</link>
            <description>Gary's HAS Tools screen shots

see Gary's HASTools EDIS extension software for details.

Click on the screen shots to see a larger view.

Main patient listing with patient names hidden:

&lt;http://www.ozemedicine.com/blog/wp-content/uploads/2009/11/HASTools_Screen_PtList.jpg&gt;

Clinical screen to emulate HAS EDIS but with speed buttons and extra functionality:
&lt;http://www.ozemedicine.com/blog/wp-content/uploads/2009/11/HASTools_Screen_Clinical.jpg&gt;

Clinical hand over screen to reduce clinical risk…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 04 Jan 2016 03:27:42 +0000</pubDate>
        </item>
        <item>
            <title>health informatics</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:informatics</link>
            <description>health informatics

see also:

	* Emergency Physicians International (EPi) - EM Informatics group
	* Health Informatics Society of Australia (HISA)
	* Australia's National E-Health Transition Authority (NEHTA)
	* Health Informatics New Zealand (HINZ) - annual conference late November
	* International Medical Informatics Association (IMIA)
	* American Medical Informatics Association (AMIA) - annual symposium usually in late October
	* American National Center for Emergency Medicine Informatics (n…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 07 Aug 2023 10:14:03 +0000</pubDate>
        </item>
        <item>
            <title>Help, my internet is not working properly! Here are some tips on how to troubleshoot!</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:internet_troubleshooting</link>
            <description>Help, my internet is not working properly! Here are some tips on how to troubleshoot!

introduction

	* internet issues are one of the most common problems users face which cause frustration, and can usually be easily diagnosed but sometimes can be extremely difficult to track down a cause</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 10 Jan 2013 12:37:47 +0000</pubDate>
        </item>
        <item>
            <title>optimising your iPhone</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:iphone</link>
            <description>optimising your iPhone

see also:

	* personal IT security for health professionals

introduction

	* of all devices one may possess, surely the iPhone is the most essential of them all to enable our sophisticated level of social functioning to continue as we have become used to
	* I am not an Apple fan, but the iPhone has to be one of the most useful devices ever made, although in 2025, there are good cases to be made for switching to Samsung or similar.</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 29 May 2025 03:49:47 +0000</pubDate>
        </item>
        <item>
            <title>high end laptops 2023 for educational tools creation and AI</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:laptops_2023</link>
            <description>high end laptops 2023 for educational tools creation and AI

graphic card issues

	* onOne photo software requires OpenGL 4.2 compatible video card with at least 2Gb vRAM (nVidia RTX3060 and RTX A2000 both provide this)
	* nVidia RTX A2000:
		*  8nm model; 70W; max 6Gb GDDR6; 12Gb/s clock; 288Gb/s bandwidth; 4x mini-DisplayPort; OpenGL 4.6; Open CL 3.0; benchmark score 35;</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Thu, 02 Mar 2023 06:02:04 +0000</pubDate>
        </item>
        <item>
            <title>laptops for designing and training AI apps</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:laptops_ai</link>
            <description>laptops for designing and training AI apps

see also:

	* artificial intelligence
	* computers for running artificial intelligence

Introduction

	* the main criteria is a fast GPU with lots of RAM (at least 8Gb) and lots of NVidia CUDA / tensor cores
	* in comparison, 
		*  for video editing, you need 6Gb for 4K videos, 8Gb for 6K, and 12Gb for 8K videos</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 19 Dec 2023 00:31:58 +0000</pubDate>
        </item>
        <item>
            <title>personally controlled electronic health record (PCEHR) for Australia</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:pcehr</link>
            <description>personally controlled electronic health record (PCEHR) for Australia

see also:

	* administrative aspects of Emergency Medicine in Australia
	* health informatics
	* Choosing an Emergency Information System
	* architecture and database relationships considerations for the EHR for Emergency Departments
	* Systems to ensure adequate and timely follow up of investigation results such as radiology and pathology
	* clinical decision support systems (CDSS)
	* Victorian Emergency Department Minimum Da…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 05 Sep 2012 23:19:57 +0000</pubDate>
        </item>
        <item>
            <title>private GPTs</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:privategpt</link>
            <description>private GPTs

see also:

	* artificial intelligence

Introduction

	* Private GPTs allows LLM querying of YOUR private docs / files all on your local machine
	* in contrast, online custom GPTs allow LLM querying of YOUR UPLOADED docs / files but these then are potentially accessible by 3rd parties</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Sun, 24 Dec 2023 12:07:58 +0000</pubDate>
        </item>
        <item>
            <title>Python language</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:python</link>
            <description>Python language

	* artificial intelligence
	* AI machine learning
	* Python language in Delphi
	* Git file version control system - when working in Python you will need to understand a bit of how Git and GitHubs work as you will be accessing it a bit for source and demo files

Python scripts and modules

	* Python code is written in text files and given an extension .py</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 16 Jan 2024 03:30:27 +0000</pubDate>
        </item>
        <item>
            <title>personal IT security for health professionals</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:security</link>
            <description>personal IT security for health professionals

see also:

	* information technology main index
	* optimising your iPhone
	* money, banking and credit card security
	* Aust Federal Police advice on cybercrime
	* Nov 2023 warning on ABC: Octo malware banking apps on Google Play Store for Android phones
	* Nov 2023 warning on ABC: fake celebrity Facebook pages to steal your account details

introduction

	* most doctors tend to have a complacent attitude to the security of their personal computer a…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 09 Sep 2025 00:22:12 +0000</pubDate>
        </item>
        <item>
            <title>information technology main index</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:start</link>
            <description>information technology main index

see also:

	* Emergency Department Information Systems (EDIS) for Australia
	* personal IT security for health professionals
	* artificial intelligence
	* artificial intelligence courses
	* high end laptops 2023 for educational tools creation and AI
	* Python language
	* Git file version control system
	* text file formats and markup languages such as YAML</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 29 Aug 2023 06:28:16 +0000</pubDate>
        </item>
        <item>
            <title>text file formats and markup languages such as YAML</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:textfiles</link>
            <description>text file formats and markup languages such as YAML

see also:

	* information technology main index
	* Python language

Introduction

	* general .txt files contain unstructured data
	* rich text files (.rtf) and MS Word document files (.doc) store formatting codes along with generally unstructured text data</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Tue, 29 Aug 2023 07:44:24 +0000</pubDate>
        </item>
        <item>
            <title>Victorian Emergency Department Minimum Dataset (VEMD)</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:vemd</link>
            <description>Victorian Emergency Department Minimum Dataset (VEMD)

see also:

	* Emergency Department Information Systems (EDIS) for Australia
	* VEMD diagnoses
	* VEMD website</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Mon, 11 Jan 2010 23:17:40 +0000</pubDate>
        </item>
        <item>
            <title>VEMD diagnoses</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:vemd_diagnoses</link>
            <description>VEMD diagnoses

see also:

	* Victorian Emergency Department Minimum Dataset (VEMD)

introduction

	* this page is primarily to assist ED staff in completion of EDIS data
	* if the triage nurse assigns the data field “Injury/Poison” to YES, or the injury surveillance data is entered, then the diagnosis MUST be a</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 13 Jan 2010 06:29:36 +0000</pubDate>
        </item>
        <item>
            <title>Windows 8 slate tablet devices for hospital use</title>
            <link>http://ozemedicine.com/wiki/doku.php?id=it:win8slates</link>
            <description>Windows 8 slate tablet devices for hospital use

see also:

	* health informatics
	* Help, my internet is not working properly! Here are some tips on how to troubleshoot!

introduction

	* hand held portable computing devices with WiFi connectivity are becoming increasingly important as part of the solution to hospital IT infrastructure
	* the key driver for this is the need for bedside computing on ward rounds to enable rapid access to patient information such as their EMR, investigation result…</description>
            <author>anonymous@undisclosed.example.com (Anonymous)</author>
        <category>it</category>
            <pubDate>Wed, 28 May 2014 02:07:03 +0000</pubDate>
        </item>
    </channel>
</rss>
