Best AI tools for< Medical Researcher >

Unlearn.ai is an AI-driven platform that specializes in streamlining clinical trials through the use of AI-generated digital twins of patients. By leveraging digital twin technology and disease-specific ML models, Unlearn.ai enables researchers to design and run more efficient and impactful clinical trials across various therapeutic areas. The platform offers solutions to accelerate trial timelines, facilitate faster decision-making, and optimize trial design, ultimately enhancing trial efficiency, insights, and impact.

HeHealth is an AI-powered application that aims to revolutionize sexual health by providing early detection of sexually transmitted infections (STIs). The platform collaborates with public health entities to transform sexual health care delivery at a population level. With a focus on addressing the global silent epidemic of the sexual health crisis, HeHealth offers a discreet and efficient AI-powered Penis Health Checker that provides instant results in the comfort and privacy of one's home. The application boasts an impressive detection accuracy of ~94% for visual symptoms, making it an affordable and universally accessible solution for individuals seeking confidential sexual health advice.

Oatmeal Health is an AI-powered lung cancer screening and diagnosis platform designed to help Federally Qualified Health Centers (FQHCs) identify high-risk patients, provide reimbursed lung cancer screenings, and share revenue without increasing the clinical team's workload. The platform uses AI-driven patient identification, virtual NPs and AI for screening and navigation, shared reimbursement revenue model, and research-backed innovation to advance early detection tools. Oatmeal Health aims to improve patient engagement, clinical efficiency, quality, compliance, and revenue impact for FQHCs, all at no cost implementation.

WELLNESS.XYZ is a website created by a Long COVID patient to provide the latest guidance and personalized care for managing symptoms. It aims to offer broad consumer understanding and knowledge of various health topics, but it does not provide medical advice. Users can join virtual Q&A sessions with Long Covid experts to navigate their symptoms effectively.

Medgic is an advanced Artificial Intelligence (AI) tool designed to scan, analyze, and detect skin problems using powerful AI technology. Users can easily upload a photo of their skin condition and receive quick results and friendly advice without the need for human intervention. The tool aims to reimagine medicine by leveraging AI to provide general information for educational purposes, although it is not a replacement for professional medical consultation.

Medlabreport.com is an AI-powered platform that helps users understand their medical exam results easily. By uploading a single file, users receive a comprehensive report within 5 minutes, focusing on personalized insights based on symptoms, age, and other factors. The platform's advanced AI analyzes symptoms, provides recommendations, and prioritizes focus areas, empowering users to take control of their health. While the reports are not a substitute for licensed medical diagnosis, they offer a fast second opinion and complementary perspective to traditional healthcare.

proudP is a mobile application designed to help individuals assess symptoms related to Benign Prostatic Hyperplasia (BPH) from the comfort of their homes. The app offers a simple and private urine flow test that can be conducted using just a smartphone. Users can track their symptoms, generate personalized reports, and share data with their healthcare providers to facilitate informed discussions and tailored treatments. proudP aims to provide a convenient and cost-effective solution for managing urinary health concerns, particularly for men aged 50 and older.

Segmed offers a free Medical Data De-Identification Tool that utilizes NLP and language models to remove any PHI, ensuring privacy-compliant medical research. The tool is designed for demonstration purposes only, with the option to reach out for De-Id as a service. Segmed.ai does not save or store any data, providing a secure environment for cleaning medical data. Users can access sample data and benefit from de-identified clinical data solutions.

MediSearch is an AI-powered application that provides direct science-based answers to medical questions. Users can filter their search queries and start with common questions before diving deeper into more complex medical inquiries. The application is designed to offer reliable information and insights on various health-related topics, serving as a valuable resource for individuals seeking accurate medical information. MediSearch emphasizes that it is not a substitute for consulting a medical professional and operates within the framework of its Terms of Use.

Insight is an AI-powered medical research tool that serves as a research assistant for generating scientific summaries, hypotheses, experimental designs, and target identification. It empowers scientists to navigate literature, formulate hypotheses, and design experiments by utilizing peer-reviewed databases to provide reliable outputs. With integrated features like NIH PubMed access, NIH Reporter insights, and MYGENE & MYVARIANT deep dives, Insight streamlines the research process and accelerates discoveries in the medical field.

Leny.ai is an AI-powered medical assistant designed to provide instant support to medical professionals and patients. It offers features such as differential diagnosis, treatment plan drafting, discharge instructions, referral letters, and lab value analysis. Leny.ai aims to streamline healthcare processes, save time, and provide reliable and accurate medical information. The platform is still in beta mode and continuously improving to offer more accurate responses. It is focused on data security and privacy, although not currently HIPAA compliant. Leny.ai is free of charge at present and plans to transition to a subscription-based model in the future.

Docus is an AI-powered health platform that serves as a Personal Health Assistant, offering proactive care, detailed health insights, and expert medical advice. Users can access features like AI Doctor consultations, lab test interpretations, tailored supplements, and symptom checking. The platform prioritizes data security and compliance with HIPAA and GDPR standards, ensuring confidentiality. Docus aims to empower individuals to make informed health decisions and manage their well-being effectively.

Medical Chat is an advanced AI assistant designed for healthcare professionals, providing instant and accurate medical answers for both human and veterinary medicine. Its capabilities include diagnosing medical conditions, generating differential diagnosis reports, creating patient-specific clinic plans, and offering comprehensive drug information. Medical Chat utilizes the latest LLM models, including ChatGPT 3.5 and 4.0, to deliver reliable and up-to-date medical knowledge. The platform also features a vast database of professional medical textbooks, veterinary books, and PubMed articles, ensuring evidence-based responses. With its HIPAA compliance and commitment to data privacy, Medical Chat empowers healthcare providers to enhance their diagnostic capabilities and improve patient outcomes.

Skinive is an AI-powered dermatology app that provides users with a personalized skin analysis and treatment plan. The app uses a combination of computer vision and machine learning to identify and track skin conditions, such as acne, rosacea, and skin cancer. Skinive also offers a variety of features to help users improve their skin health, such as a personalized skincare routine, a skin diary, and access to a team of dermatologists. Skinive is available as a mobile app and a web app.

Buoy Health is an AI-powered symptom checker and health information platform. It provides users with personalized health information and guidance based on their symptoms and medical history. Buoy Health's AI technology helps users to identify potential health issues and find the right care options. The platform also offers a variety of health-related content, including articles, videos, and quizzes.

HealthITAnalytics is a leading source of news, insights, and analysis on the use of information technology in healthcare. The website covers a wide range of topics, including artificial intelligence, machine learning, data analytics, and population health management. HealthITAnalytics also provides resources for healthcare professionals, such as white papers, webinars, and podcasts.

CompliantChatGPT is a HIPAA-compliant platform that allows users to utilize OpenAI's GPT models for healthcare-related tasks while maintaining data privacy and security. It anonymizes protected health information (PHI) by replacing it with tokens, ensuring compliance with HIPAA regulations. The platform offers various modes tailored to specific healthcare needs, including bloodwork analysis, PHI anonymization, diagnosis assistance, and treatment planning. CompliantChatGPT streamlines healthcare tasks, enhances productivity, and provides user-friendly assistance through its intuitive interface.

MeDA School is an educational platform dedicated to promoting and nurturing talents in the field of Medical Artificial Intelligence (AI). The platform aims to establish a solid foundation for intelligent and precision medical talent pools in Taiwan and globally. MeDA School facilitates interaction and communication among members of the intelligent medical ecosystem, fostering deep understanding and trust in the operation and tasks of medical AI. The platform offers a blend of virtual and physical courses, inviting domain experts to share cutting-edge knowledge and integrating interdisciplinary knowledge to be practically applied in various fields.

Tibot is an online dermatologist consultation platform that offers AI-powered skin diagnosis and advice. Users can consult with expert dermatologists, track skin conditions, and learn about various skin problems using the free AI dermatology tool. The platform provides comprehensive information on skin disorders, hair disorders, and scalp disorders through a detailed Wiki. Tibot aims to raise awareness about skin conditions and promote preventive health measures through its integrated dermatology service.

MedoSync is an AI-driven health platform that empowers users to monitor and analyze their vital and medical data, leveraging AI to provide personalized insights and recommendations for a healthier life. Users can upload lab results, digitize medical documents, use an AI symptom checker, create accounts for family members, and integrate with their healthcare system. The platform offers easy data export, accuracy in health insights, and personalized health recommendations, with a high user satisfaction rate.

iPic.Ai is an AI-powered image generator tool that brings imagination to life by instantly producing breathtaking art, illustrations, and photos. Users can transform text into extraordinary art by entering a few words and exploring the world's imagination with the AI Art Gallery. The platform offers a variety of models for fast generation and allows users to generate high-quality and unique images for various purposes such as marketing campaigns, website banners, or social media content. iPic.Ai utilizes deep learning techniques like generative adversarial networks (GANs) to create realistic and coherent images from scratch, catering to diverse applications in entertainment, design, advertising, and medical research.

BetterMedicine is an AI software designed for cancer diagnostics and detection. It offers AI-powered solutions to enhance patient outcomes and drive efficiency in radiology workflows. The software is expertly designed by medical professionals and AI specialists, providing trusted and clinically validated solutions. BetterMedicine aims to address inefficiencies in radiology by integrating AI-powered software for detecting lesions on CT scans seamlessly into the workflow, thereby improving efficiency and reducing the risk of oversight. The application focuses on improving patient outcomes, reducing errors, and enhancing the wellbeing of radiology professionals.

The website is a comprehensive platform providing medical news, articles, and resources covering a wide range of health topics such as COVID-19, artificial intelligence in healthcare, diseases, treatments, and medical advancements. It offers insights from experts, interviews, white papers, and newsletters in the fields of medicine and life sciences. Users can access information on various health categories, research findings, safety summaries, and trending stories in the medical and life sciences domains.

Ada is a clinically driven AI application that supports better health outcomes and clinical excellence with intelligent technology. It provides users with trusted medical expertise in minutes to understand, manage, and get care for symptoms. Ada also offers powerful enterprise solutions to inform health decisions, enhance triage, and reduce avoidable costs. The application is optimized with human doctors and offers medical guidance in multiple languages, making it a popular choice for symptom assessment and pandemic responses.

GenHealth.ai is a cutting-edge AI application focused on generative healthcare AI. The platform offers innovative solutions for healthcare organizations by leveraging a Large Medical Model (LMM) trained on vast amounts of patient data. GenHealth.ai provides automated prior authorization, healthcare analytics, and predictive modeling to help healthcare leaders make informed decisions and optimize patient care. The application stands out for its ability to simulate patient futures, predict healthcare costs, and integrate with healthcare standards like FHIR, HL7, and X12.

Binah.ai is an AI-powered Health Data Platform that offers a software solution for video-based vital signs monitoring. The platform enables users to measure various health and wellness indicators using a smartphone, tablet, or laptop. It provides support for continuous monitoring through a raw PPG signal from external sensors and offers a range of features such as blood pressure monitoring, heart rate variability, oxygen saturation, and more. Binah.ai aims to make health data more accessible for better care at lower costs by leveraging AI and deep learning algorithms.

iCAD is an AI-powered application designed for cancer detection, specifically focusing on breast cancer. The platform offers a suite of solutions including Detection, Density Assessment, and Risk Evaluation, all backed by science, clinical evidence, and proven patient outcomes. iCAD's AI-powered solutions aim to expose the hiding place of cancer, providing certainty and peace of mind, ultimately improving patient outcomes and saving more lives.

The website is an AI tool focused on providing news, insights, and updates on the application of artificial intelligence in the healthcare industry. It covers a wide range of topics such as digital transformation, care delivery, and AI regulations. The platform aims to educate and inform healthcare professionals, industry watchers, and stakeholders about the latest trends, challenges, and opportunities in leveraging AI for improving patient care and healthcare operations.

Health AI Partnership (HAIP) is an AI tool designed to empower healthcare professionals to effectively, safely, and equitably use AI through community-informed up-to-date standards. The platform offers resources, publications, events, and a practice network to advance the use of AI in healthcare and support professionals in implementing AI solutions.

Radiology Business is an AI tool designed to provide insights and solutions for professionals in the radiology field. The platform covers a wide range of topics including management, imaging, technology, and conferences. It offers news, analysis, and resources to help radiologists stay informed and make informed decisions. Radiology Business aims to leverage artificial intelligence to improve workflow efficiency and enhance the overall experience in the radiology ecosystem.

Exscientia is a technology-driven drug design and development company that combines precision design with integrated experimentation to create more effective medicines for patients faster. They operate at the interfaces of human ingenuity, artificial intelligence (AI), automation, and physical engineering, pioneering the use of AI in drug discovery. Exscientia aims to change the underlying economics of drug discovery by rapidly advancing the best scientific ideas into medicines for patients.

Doctronic Concierge is a state-of-the-art AI-powered health assistant that offers fully personalized medical care. It revolutionizes healthcare by providing tailored care through learning from every interaction. Users can secure their spot for free to experience the future of healthcare with the world's first personalized medical AI.

Axon is an AI-powered study and test prep platform designed specifically for the USMLE exam. It offers a comprehensive and personalized approach to help students study smarter, not harder. With a focus on efficiency and effectiveness, Axon aims to enhance the learning experience for medical students preparing for their exams. The platform provides a range of study resources, practice questions, and personalized study plans to optimize exam preparation and boost performance.

Bot MD is an AI clinical assistant application that provides instant hospital information search, automates patient monitoring and care, and integrates with a wide range of hospital systems. It is used by thousands of doctors and nurses worldwide to streamline workflows, improve patient care, and enhance communication. The AI chat assistant helps healthcare professionals access clinical information quickly and efficiently, saving time and improving patient outcomes.

August is a personal AI health assistant designed to provide direct answers to health questions, analyze lab reports and images, offer medical suggestions, and proactively check in on users' health. It aims to save time and reduce anxiety by providing tailored health information. August is not a replacement for medical advice but complements healthcare professionals' guidance. The platform prioritizes user privacy and data security, offering features like personalized nutritional planning, visual symptom checker, and medication/workout reminders.

K Health is an AI-powered healthcare platform that leverages artificial intelligence to provide users with personalized medical insights and advice. By analyzing symptoms and medical history, K Health offers users a quick and convenient way to assess their health conditions and receive recommendations for next steps. The platform aims to democratize healthcare by making medical expertise more accessible and affordable to a wider audience. K Health is designed to complement traditional healthcare services and empower individuals to take control of their health proactively.

Medcol.io is a clinical AI assistant designed to support healthcare professionals in making informed decisions by providing evidence-based recommendations and insights. The platform leverages advanced algorithms and medical data analysis to assist in diagnosing diseases, suggesting treatment plans, and predicting patient outcomes. With a user-friendly interface and real-time updates, Medcol.io aims to streamline the clinical decision-making process and improve patient care.

AI71 is an AI application that offers enterprise and custom solutions powered by AI to transform the way businesses work. It provides AI tools for productivity, medical, legal, and education fields, streamlining processes and enhancing efficiency. The application also offers advisory services for developers, seamless access to Falcon AI models, and end-to-end AI solutions tailored to meet client needs. AI71 is committed to transparency, trust, and data autonomy, ensuring organizations maintain control over their data while benefiting from advanced AI technologies.

HOPPR is a medical-grade platform that accelerates the development of tailored applications to enhance clinical care and optimize workflows. The platform streamlines AI development in medical imaging, prioritizes data security and privacy, and offers diverse datasets across modalities, anatomies, demographics, and geographies. HOPPR empowers faster prototyping, hypothesis testing, and scalable applications for research and medical imaging services, addressing the growing crisis in medical imaging by enabling partners to rapidly develop solutions that improve patient care, enhance operational efficiency, and increase clinician satisfaction.

Oncora Medical is an AI-powered platform that revolutionizes oncology care management. The platform offers a Clinical Data Platform for automating document generation and enhancing registry informatics. It provides AI-enabled case findings, revenue cycle management solutions, and cancer registry automation. Oncora's comprehensive AI solutions streamline workflows, improve outcomes, and capture revenue through intelligent automation. Trusted by top healthcare organizations worldwide, Oncora empowers healthcare organizations to achieve remarkable results in oncology care.

The AI Health World Summit is a biennial event organized by SingHealth that brings together global leaders in healthcare, academia, government, legal, and industry sectors to explore the latest advancements and applications of artificial intelligence in healthcare. The summit focuses on crucial topics such as AI technologies adoption, clinical applications, data governance, privacy safeguards, advancements in vision and language models for health contexts, responsible AI practices, and AI education. The event aims to foster collaboration and innovation in AI-driven healthcare solutions.

Trially AI is a HIPAA-compliant AI clinical trial platform that leverages advanced technology to help life science leaders enroll qualified patients faster. The platform uses AI algorithms to unlock rich medical data, match patients to trials, and improve enrollment rates. Trially AI is proven to deliver superior results 4x faster than other technology providers, with features like multiplying enrollment, reducing screen fails, and increasing eligibility accuracy. It benefits sponsors, CROs, research sites, and hospitals by improving enrollment rates, saving time on chart reviews, and enhancing site success outcomes.

PhysioNet is a research resource for complex physiologic signals that facilitates finding, sharing, and reusing health data. It provides access to various datasets and software tools for researchers in the medical field. PhysioNet aims to support the responsible use of data, including guidelines for creating datasets and models from sources like MIMIC. The platform also addresses access restrictions under the DOJ Data Security Program, ensuring compliance with legal obligations while supporting researchers in understanding and navigating policy changes.

SkinVision is a mobile application designed for accurate skin cancer detection. It connects users with dermatologists and insurers to optimize skin health. With over 3 million users, SkinVision offers clinically validated accuracy using advanced AI technology and oversight from dermatologists. Users can receive clear insights on their skin health, empowering them to take proactive steps. The app is praised for its ease of use and real people behind its development.

Kaapana is an open-source toolkit for state-of-the-art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. Obtaining large amounts of medical data necessary for developing and training modern machine learning methods is an extremely challenging effort that often fails in a multi-center setting, e.g. due to technical, organizational and legal hurdles. A federated approach where the data remains under the authority of the individual institutions and is only processed on-site is, in contrast, a promising approach ideally suited to overcome these difficulties. Following this federated concept, the goal of Kaapana is to provide a framework and a set of tools for sharing data processing algorithms, for standardized workflow design and execution as well as for performing distributed method development. This will facilitate data analysis in a compliant way enabling researchers and clinicians to perform large-scale multi-center studies. By adhering to established standards and by adopting widely used open technologies for private cloud development and containerized data processing, Kaapana integrates seamlessly with the existing clinical IT infrastructure, such as the Picture Archiving and Communication System (PACS), and ensures modularity and easy extensibility.

MedicalGPT is a training medical GPT model with ChatGPT training pipeline, implement of Pretraining, Supervised Finetuning, RLHF(Reward Modeling and Reinforcement Learning) and DPO(Direct Preference Optimization).

MONAI is a PyTorch-based, open-source framework for deep learning in healthcare imaging. It provides a comprehensive set of tools for medical image analysis, including data preprocessing, model training, and evaluation. MONAI is designed to be flexible and easy to use, making it a valuable resource for researchers and developers in the field of medical imaging.

Apollo is a multilingual medical LLM that covers English, Chinese, French, Hindi, Spanish, Hindi, and Arabic. It is designed to democratize medical AI to 6B people. Apollo has achieved state-of-the-art results on a variety of medical NLP tasks, including question answering, medical dialogue generation, and medical text classification. Apollo is easy to use and can be integrated into a variety of applications, making it a valuable tool for healthcare professionals and researchers.

MING is an open-sourced Chinese medical consultation model fine-tuned based on medical instructions. The main functions of the model are as follows: Medical Q&A: answering medical questions and analyzing cases. Intelligent consultation: giving diagnosis results and suggestions after multiple rounds of consultation.

CareGPT is a medical large language model (LLM) that explores medical data, training, and deployment related research work. It integrates resources, open-source models, rich data, and efficient deployment methods. It supports various medical tasks, including patient diagnosis, medical dialogue, and medical knowledge integration. The model has been fine-tuned on diverse medical datasets to enhance its performance in the healthcare domain.

FuseMedML is a Python framework designed to accelerate machine learning-based discovery in the medical field by promoting code reuse. It provides a flexible design concept where data is stored in a nested dictionary, allowing easy handling of multi-modality information. The framework includes components for creating custom models, loss functions, metrics, and data processing operators. Additionally, FuseMedML offers 'batteries included' key components such as fuse.data for data processing, fuse.eval for model evaluation, and fuse.dl for reusable deep learning components. It supports PyTorch and PyTorch Lightning libraries and encourages the creation of domain extensions for specific medical domains.

This repository serves as a practical guide for Medical Large Language Models (Medical LLMs) and provides resources, surveys, and tools for building, fine-tuning, and utilizing LLMs in the medical domain. It covers a wide range of topics including pre-training, fine-tuning, downstream biomedical tasks, clinical applications, challenges, future directions, and more. The repository aims to provide insights into the opportunities and challenges of LLMs in medicine and serve as a practical resource for constructing effective medical LLMs.

TotalSegmentator is a 3D Slicer extension designed for fully automatic whole body CT segmentation using the 'TotalSegmentator' AI model. The computation time is less than one minute, making it efficient for research purposes. Users can set up GPU acceleration for faster segmentation. The tool provides a user-friendly interface for loading CT images, creating segmentations, and displaying results in 3D. Troubleshooting steps are available for common issues such as failed computation, GPU errors, and inaccurate segmentations. Contributions to the extension are welcome, following 3D Slicer contribution guidelines.

Nuitrack™ is an ultimate 3D body tracking solution developed by 3DiVi Inc. It enables body motion analytics applications for virtually any widespread depth sensors and hardware platforms, supporting a wide range of applications from real-time gesture recognition on embedded platforms to large-scale multisensor analytical systems. Nuitrack provides highly-sophisticated 3D skeletal tracking, basic facial analysis, hand tracking, and gesture recognition APIs for UI control. It offers two skeletal tracking engines: classical for embedded hardware and AI for complex poses, providing a human-centric spatial understanding tool for natural and intelligent user engagement.

LLMonFHIR is an iOS application that utilizes large language models (LLMs) to interpret and provide context around patient data in the Fast Healthcare Interoperability Resources (FHIR) format. It connects to the OpenAI GPT API to analyze FHIR resources, supports multiple languages, and allows users to interact with their health data stored in the Apple Health app. The app aims to simplify complex health records, provide insights, and facilitate deeper understanding through a conversational interface. However, it is an experimental app for informational purposes only and should not be used as a substitute for professional medical advice. Users are advised to verify information provided by AI models and consult healthcare professionals for personalized advice.

HuatuoGPT2 is an innovative domain-adapted medical large language model that excels in medical knowledge and dialogue proficiency. It showcases state-of-the-art performance in various medical benchmarks, surpassing GPT-4 in expert evaluations and fresh medical licensing exams. The open-source release includes HuatuoGPT2 models in 7B, 13B, and 34B versions, training code for one-stage adaptation, partial pre-training and fine-tuning instructions, and evaluation methods for medical response capabilities and professional pharmacist exams. The tool aims to enhance LLM capabilities in the Chinese medical field through open-source principles.

Slideflow is a deep learning library for digital pathology, offering a user-friendly interface for model development. It is designed for medical researchers and AI enthusiasts, providing an accessible platform for developing state-of-the-art pathology models. Slideflow offers customizable training pipelines, robust slide processing and stain normalization toolkit, support for weakly-supervised or strongly-supervised labels, built-in foundation models, multiple-instance learning, self-supervised learning, generative adversarial networks, explainability tools, layer activation analysis tools, uncertainty quantification, interactive user interface for model deployment, and more. It supports both PyTorch and Tensorflow, with optional support for Libvips for slide reading. Slideflow can be installed via pip, Docker container, or from source, and includes non-commercial add-ons for additional tools and pretrained models. It allows users to create projects, extract tiles from slides, train models, and provides evaluation tools like heatmaps and mosaic maps.

AIGT is a repository containing scripts for deep learning in guided medical interventions, focusing on ultrasound imaging. It provides a complete workflow from formatting and annotations to real-time model deployment. Users can set up an Anaconda environment, run Slicer notebooks, acquire tracked ultrasound data, and process exported data for training. The repository includes tools for segmentation, image export, and annotation creation.

Open Life Science AI: Medical Reasoning Tasks is a collaborative hub for developing cutting-edge reasoning tasks for Large Language Models (LLMs) in the medical, healthcare, and clinical domains. The repository aims to advance AI capabilities in healthcare by fostering accurate diagnoses, personalized treatments, and improved patient outcomes. It offers a diverse range of medical reasoning challenges such as Diagnostic Reasoning, Treatment Planning, Medical Image Analysis, Clinical Data Interpretation, Patient History Analysis, Ethical Decision Making, Medical Literature Comprehension, and Drug Interaction Assessment. Contributors can join the community of healthcare professionals, AI researchers, and enthusiasts to contribute to the repository by creating new tasks or improvements following the provided guidelines. The repository also provides resources including a task list, evaluation metrics, medical AI papers, and healthcare datasets for training and evaluation.

AI Hospital is a research repository focusing on the interactive evaluation and collaboration of Large Language Models (LLMs) as intern doctors for clinical diagnosis. The repository includes a simulation module tailored for various medical roles, introduces the Multi-View Medical Evaluation (MVME) Benchmark, provides dialog history documents of LLMs, replication instructions, performance evaluation, and guidance for creating intern doctor agents. The collaborative diagnosis with LLMs emphasizes dispute resolution. The study was authored by Zhihao Fan, Jialong Tang, Wei Chen, Siyuan Wang, Zhongyu Wei, Jun Xie, Fei Huang, and Jingren Zhou.

Implementation of the general framework for AMIE, from the paper Towards Conversational Diagnostic AI, out of Google Deepmind. This repository provides a Pytorch implementation of the AMIE framework, aimed at enabling conversational diagnostic AI. It is a work in progress and welcomes collaboration from individuals with a background in deep learning and an interest in medical applications.

IvyGPT is a medical large language model that aims to generate the most realistic doctor consultation effects. It has been fine-tuned on high-quality medical Q&A data and trained using human feedback reinforcement learning. The project features full-process training on medical Q&A LLM, multiple fine-tuning methods support, efficient dataset creation tools, and a dataset of over 300,000 high-quality doctor-patient dialogues for training.

The Medical_Image_Analysis repository focuses on X-ray image-based medical report generation using large language models. It provides pre-trained models and benchmarks for CheXpert Plus dataset, context sample retrieval for X-ray report generation, and pre-training on high-definition X-ray images. The goal is to enhance diagnostic accuracy and reduce patient wait times by improving X-ray report generation through advanced AI techniques.

Anki AI Utils is a powerful suite of AI-powered tools designed to enhance your Anki flashcard learning experience by automatically improving cards you struggle with. The tools include features such as adaptive learning, personalized memory hooks, automation readiness, universal compatibility, provider agnosticism, and infinite extensibility. The toolkit consists of tools like Illustrator for creating custom mnemonic images, Reformulator for rephrasing flashcards, Mnemonics Creator for generating memorable mnemonics, Explainer for providing detailed explanations, and Mnemonics Helper for quick mnemonic generation. The project aims to motivate others to package the tools into addons for wider accessibility.

Me LLaMA introduces a suite of open-source medical Large Language Models (LLMs), including Me LLaMA 13B/70B and their chat-enhanced versions. Developed through innovative continual pre-training and instruction tuning, these models leverage a vast medical corpus comprising PubMed papers, medical guidelines, and general domain data. Me LLaMA sets new benchmarks on medical reasoning tasks, making it a significant asset for medical NLP applications and research. The models are intended for computational linguistics and medical research, not for clinical decision-making without validation and regulatory approval.

HuatuoGPT-o1 is a medical language model designed for advanced medical reasoning. It can identify mistakes, explore alternative strategies, and refine answers. The model leverages verifiable medical problems and a specialized medical verifier to guide complex reasoning trajectories and enhance reasoning through reinforcement learning. The repository provides access to models, data, and code for HuatuoGPT-o1, allowing users to deploy the model for medical reasoning tasks.

Nmed2024 is a GitHub repository that contains code for a neural network model designed for medical image analysis. The repository includes scripts for training the model, as well as pre-trained weights for quick deployment. The model is specifically tailored for detecting abnormalities in medical images, such as tumors or fractures. It utilizes deep learning techniques to achieve high accuracy and can be easily integrated into existing medical imaging systems. Researchers and developers in the healthcare industry can leverage this tool to enhance the efficiency and accuracy of medical image analysis tasks.

HIA (Health Insights Agent) is an AI agent designed to analyze blood reports and provide personalized health insights. It features an intelligent agent-based architecture with multi-model cascade system, in-context learning, PDF upload and text extraction, secure user authentication, session history tracking, and a modern UI. The tech stack includes Streamlit for frontend, Groq for AI integration, Supabase for database, PDFPlumber for PDF processing, and Supabase Auth for authentication. The project structure includes components for authentication, UI, configuration, services, agents, and utilities. Contributions are welcome, and the project is licensed under MIT.

WeKnora is a document understanding and semantic retrieval framework based on large language models (LLM), designed specifically for scenarios with complex structures and heterogeneous content. The framework adopts a modular architecture, integrating multimodal preprocessing, semantic vector indexing, intelligent recall, and large model generation reasoning to build an efficient and controllable document question-answering process. The core retrieval process is based on the RAG (Retrieval-Augmented Generation) mechanism, combining context-relevant segments with language models to achieve higher-quality semantic answers. It supports various document formats, intelligent inference, flexible extension, efficient retrieval, ease of use, and security and control. Suitable for enterprise knowledge management, scientific literature analysis, product technical support, legal compliance review, and medical knowledge assistance.

Biomni is a general-purpose biomedical AI agent designed to autonomously execute a wide range of research tasks across diverse biomedical subfields. By integrating cutting-edge large language model (LLM) reasoning with retrieval-augmented planning and code-based execution, Biomni helps scientists dramatically enhance research productivity and generate testable hypotheses.

AI Agents for Medical Diagnostics is a repository containing a collection of machine learning models and algorithms designed to assist in medical diagnosis. The tools provided in this repository are specifically tailored for analyzing medical data and making predictions related to various health conditions. By leveraging the power of artificial intelligence, these agents aim to improve the accuracy and efficiency of diagnostic processes in the medical field. Researchers, healthcare professionals, and data scientists can benefit from the resources available in this repository to develop innovative solutions for diagnosing illnesses and predicting patient outcomes.

Basiert auf dem offiziellen Impfplan Österreich 2023/24

Solve Medical Mysteries!

Get a challenge and find my illness!

Insightful and direct.

Translates medical jargon for patients.

Assists with biological image processing tools.

I craft visuals for medical concepts.

Analyzes CME evaluation data for insights.

Le GPT custom de Sclépios IA guide les soignants dans la prise en charge clinique grâce à l'IA, offrant des recommandations précises en un instant. Plus d'infos sur sclepios-mobile.com.

Le GPT custom de Sclépios IA analyse les ordonnances et répond aux interrogations sur les médicaments rapidement et avec précision. Visitez sclepios-mobile.com pour plus d'informations et pour accéder à l'application mobile.

Neurologist with a humorous, educational twist.

Expert in medical imaging AI, adept in machine learning tools.

The AI mentor for medical education research

I can assist doctors with information synthesis, medical literature reviews, patient education material, diagnostic guidelines, treatment options, ethical dilemmas, and staying updated on medical research and innovations.

Le GPT custom de Sclépios IA décrypte les termes médicaux pour les soignants, facilitant la compréhension des cas cliniques. Découvrez plus sur sclepios-mobile.com.

Le GPT de Sclépios IA éclaire les soignants sur les cas complexes, apportant une aide décisive au diagnostic. Plus sur sclepios-mobile.com.

Guides on surgical image analysis.

高血压临床决策支持

A German language teacher for medical professionals.

This GPT is instructed to give answers from all the information it has about the disease and expects the user to do their due diligence.

GPT for AI in Medicine

Interprets lupus nephritis cases, assessing remission status and recommending treatments.

Provides info on Kerala's healthcare facilities.

Accessible meme creator for the medical field.

Explores emerging trends and innovations in medicine.

Expert in precise size comparisons for patient education. From 1 mm to 25 cm.

An experimental virtual doctor for medical guidance. Designed by a Doctor.

I help interpret medical reports and clarify symptoms.

Translates symptom stories to doc terms.

Su Médico personal. Su Cita Médica 24/7 Analizo Examenes Médicos y de Laboratorio!

多语言，富有同情心的全科医生提供健康指导。

Assistant for doctors in diagnosis, treatment planning, and medical research.

AI assisted guide for USMLE Step 1 using the best prep materials.

Thoracolumbar Injury Classification and Severity (TLICS) system calculator

This bot serves MCQs. Good luck on your exam!

Insights on AI in healthcare and wellness

Helping English speakers learn medical Spanish with pronunciation guides.

A Medical Research Assistant Chatbot

Inquisitive medical advisor.

Medical image analysis for better diagnostic insights and preventive health assessments.

Friendly guide on medication effects and side effects

日本版敗血症ガイドライン2021の内容に沿って解説します

Assiste en français pour évaluer les médicaments avec des recherches en ligne.

This prompt is presented as a virtual health assistant that interacts empathically and efficiently with the user, assuming the role of a doctor.

Formal health assistant with data upload for personalized monitoring.

查詢NHI健保給藥規範

Expert in creating tailored informed consent forms for medical use.

Tu mentor en educación médica de habla hispana

Expert in disease cures, medical research, and data analysis.

Explores a broad range of historical medical practices and their modern implications.

Crafts detailed medical vignettes in multiple languages.

Precise medical information, based on 🩺

Your go-to assistant for ICD-11 and related web searches

A GPT based on the Swedish curriculum in Biology

Provides information on digestive health and stomach issues, in an informative tone.

Discusses types of parasites and their characteristics.

Informative guide on lymphoma, covering classification and treatments.

A medical guide on blood pressure and its aspects.

Provides medically-informed insights on breast cancer.

An informative guide on strokes.

Medical expert on melanoma, informative and detailed.

Medical expert on endometrial cancer, providing detailed and informative responses.

Medical Knowledge Assistant

Experte für "S3 Leitlinie extrakranielle Carotisstenose", antwortet nur auf Deutsch

Specialising in pharmaceutical research, medical science, and biotech

Leading in Smart Healthcare AI, Powered by OpenAI

Analyzes medical and X-ray reports, underlines need for professional advice.

Expert in genomics, AI, and medical tech, explaining complex concepts simply.

Explore potential causes for health concerns with informational guidance

优云康鼻科专业机器人

医学统计领域的专家，提供详细分析性回应。

Guiding healthcare conversations with insights.

优云康颌面外科专业机器人

国际顶级医学专家帮你来看病

优云康超声医学科专业机器人

I assist doctors in simulations, summarizing patient encounters and devising hypothetical treatment plans.

Helps write and refine medical SCI papers with accuracy and research guidance.

Offering medical advice based on symptoms and test results described by users

A drug encyclopedia for medical professionals, providing detailed drug information and tailored suggestions.

تشخيص ۽ علاج جا طريقا مهيا ڪريو - سنڌي ٻولي

Delivers medical knowledge in an organized format.

informative chatbot on Pneumonia Treatment and Prevention.

Unlock the secrets of DNA with 🧬GenoCode Wizard🔬! Dive into genetic analysis, decode sequences, and explore bioinformatics with ease. Perfect for researchers and students!

GPT for drug interactions. Enter at least two medication names to learn about potential drug interactions.

Adivce on all things drugs!

Expert in Orthopaedics and Joint Replacement

Analyze your results based on reference ranges from the most influential longevity doctors and organizations.

Your enhanced guide to medical knowledge and documentation

Direct and concise health assistant focusing on symptom analysis.

Este modelo de GPT proporciona información general sobre la toxina botulínica, incluyendo su historia, usos comunes y datos de interés. Está diseñado para educar y ofrecer una visión general basada en fuentes de información públicas y conocidas. No proporciona consejos médicos

I search PubMed and Google Scholar to find academic papers and articles.

Enhanced with biomedical document knowledge for in-depth blood test analysis.

I will cure all diseases and fix all health issues

Asistente médico especializado en revisión de sesiones y presentaciones médicas

CardioAssist+ é uma IA avançada, desenvolvida para oferecer suporte a cardiologistas.