AI Health Services

I am specialized in monitoring the development of Artificial Intelligence technologies for the healthcare industry. With my long time observation and experiences, I can provide you with the consulting, development and marketing services based on AI technologies and healthcare expertise.:

Consulting:

Optimal selection of the right AI based monitoring and diagnosis tools for wellness, fitness and various health problems.

Advertisement:

Companies in the AI health industries may promote your businesses in my site at https://www.ai4healthcare.uk/ through advertisements.

Development:

AI algorithms, apps,software and platforms for monitoring of health status and conditions and detection of anomalities in CTs and other images taken from patients, for AI tool vendors.

For example:

1) Cancer_Diagnosis

Here I have built an AI model for Cancer Diagnosis using Scikit-Learn, Pandas and Tensorflow Library.

2) Multimodal Health Assistant

Multimodal Health Assistant is a sophisticated Streamlit-based chatbot application designed to assist with various healthcare needs. This assistant utilizes GPT-4 to provide insights and support for symptom checking, medical image analysis, consultation summaries, and patient support.

Features:

Symptom Checker: Input symptoms via text, voice, or video, and get professional insights.

Medical Image Analysis: Upload medical images and receive analysis.

Consultation Summaries: Enter consultation details to generate concise summaries.

Patient Support: Ask health-related questions and get expert advice.

How to Use:

Navigate through the application using the sidebar. Choose between Symptom Checker, Medical Image Analysis, Consultation Summaries, and Patient Support. Each section provides a user-friendly interface for input and interaction.

Symptom Checker

1. Provide symptoms via text, upload a voice recording (WAV format), or upload a video (MP4 format).

2. Click "Check Symptoms" to get an analysis.

Medical Image Analysis

1. Upload a medical image in JPG, JPEG, or PNG format.

2. Click "Analyze Image" to process and display the analysis.

Consultation Summaries

1. Enter the details of your consultation in the provided text area.

2. Click "Generate Summary" to get a concise summary.

Patient Support

1. Type your health-related question in the text area.

2. Click "Get Support" to receive advice and answers.

See the video clip below for some impression:

More examples see the following github repo:

https://github.com/worldsoft998/ai4health

##############################
人工智能与健康咨询
##############################

人工智能（Artificial Intelligence, AI）渐渐进入人们的生活，医疗健康也不例外。

人工智能是当今科技领域中的一项巨大的创新，它正在深刻地改变着各行各业，其中医疗保健是一个备受关注的领域。医疗健康是人工智能有望实现巨大突破的领域之一。从辅助医生进行精确诊断到加速新药研发，AI在医疗领域展现了广泛的应用前景。

本人专注于监测保健行业人工智能技术的发展。凭借长期的观察和经验，可以为您提供基于人工智能技术和保健专业知识的咨询服务，例如：

A 咨询

人工智能技术如何使你生活的更健康：为健康、健身和各种保健需求选择最佳的基于人工智能的监测和诊断工具。但不包括人工智能在疾病的诊治方面的应用，因为这个业务需要行医执照。

B 开发

为人工智能工具供应商，消费者等监测健康状况开发人工智能算法， apps，软件和 平台。例如：

###多模式健康助手 （Multimodal Health Assistant）###

多模态健康助手是一款基于 Streamlit 的复杂聊天机器人应用程序，旨在满足各种医疗保健需求。该助手利用 GPT-4 为症状检查、医学影像分析、问诊总结和患者支持提供洞察和支持。该应用程序可基于用户输入的生理症状描述，以问答交互方式进行智能健康咨询，帮助用户实现健康自查、疾病自测，及时发现疾病风险，对接医疗服务。

*** 功能 *** ：

症状检查器：通过文本、语音或视频输入症状，即可获得专业洞察。
医学影像分析：上传医学影像并接受分析。
问诊总结：输入问诊详情，即可生成简明的总结。
患者支持：咨询健康相关问题，获取专家建议。

*** 使用方法 *** ：

使用侧边栏浏览应用程序。在症状检查器、医学影像分析、问诊总结和患者支持之间进行选择。每个部分都提供用户友好的界面，方便输入和交互。

症状检查器
======================
1. 通过文本输入症状，上传录音（WAV 格式）或上传视频（MP4 格式）。
2. 点击“检查症状”即可获取分析结果。

医学图像分析
======================
1. 上传 JPG、JPEG 或 PNG 格式的医学图像。
2. 点击“分析图像”处理并显示分析结果。

咨询总结
======================
1. 在提供的文本区域中输入您的咨询详情。
2. 点击“生成总结”获取简明总结。

患者支持
======================
1. 在文本区域中输入您的健康相关问题。
2. 点击“获取支持”获取建议和解答。