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AI healthcare

286 results · Page 6 of 8

diagnosis_zero

AI healthcare

diagnosis_zero is an open-source project that reproduces and explores the DeepSeek R1 Zero training method on rare disease diagnosis tasks. The project is based on the Verl framework, uses the RareArena dataset (RDC setting) and the GRPO algorithm to train Qwen2.5-Instruct series models (1.5B, 3B, 7B), encourages the model to reason before giving a diagnosis through chain-of-thought prompting, and implements a custom reward function that uses a sequence matching algorithm to compare model predictions with ground-truth labels, so as to mitigate problems caused by special characters and formatting. The project records training progress, for example, Top-1 accuracy improves with model scale: 1.5B from 4.2% to 8.1%, 3B from 9.8% to 12.1%, and 7B from 15.9% to 21.6%. The study also observes a trade-off between output format adherence and diagnostic accuracy, mixed-language phenomena, and so on. The project author points out that the experimental setup is preliminary, the reward function and parameters are not fully optimized, training is unstable, long-term training tends to collapse, and the Qwen series performs poorly on the Rare Arena benchmark, so the results may not be generalizable.

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Doxy.me

AI healthcare

Doxy.me is a telemedicine video platform designed specifically for healthcare professionals, trusted by more than 1.8 million healthcare providers worldwide. It offers HIPAA-compliant, SOC 2 certified, and end-to-end encrypted video consultation services, requiring no patient login or additional software installation, and can be used directly through a browser. The platform integrates clinical workflow features such as virtual backgrounds, patient transfer, shared rooms, session history, SOAP and DAP notes, and seamlessly integrates with existing workflows, allowing users to get started in less than 60 seconds after registering. The platform complies with multiple compliance standards including HIPAA, GDPR, PHIPA/PIPEDA, and HITECH, and has provided millions of minutes of telemedicine services.

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Exscientia

AI healthcare

Exscientia is a technology-driven drug design and development company dedicated to creating more effective drugs for patients faster. Its official introduction emphasizes technology-driven drug design and development, with the goal of improving drug R&D efficiency and improving patient treatment options. Apart from the above positioning, existing materials do not provide details such as its specific products, technology platform, usage methods, pricing information, or applicable scenarios; related content is not yet available.

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FoodDocs

AI healthcare

FoodDocs is a digital Food Safety Management System (FSMS) based on HACCP standards that helps food-related businesses such as food service, retail, and healthcare simplify compliance processes and improve operational efficiency. The system uses AI to automatically generate personalized tasks and HACCP plans, and supports real-time monitoring, mobile inspections, smart reminders, temperature sensor integration, traceability records, and AI reports. Users can complete system setup in 15 minutes and generate an HACCP plan within 1 hour, replacing traditional paper-based processes, saving regulatory time, and reducing compliance risk. A free 14-day trial and paid subscription plans are available, suitable for roles such as food safety managers, operations managers, and executive chefs.

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Free AI Therapist

AI healthcare

Free AI Therapist is a free AI self-help and mental health chatbot that allows users to talk about their lives and troubles through text, receive non-judgmental responses, and help themselves better face life. In its name and description, the product clearly states that it is not a licensed therapist and does not have LMHC, LMFT, or psychiatrist qualifications, so it is positioned as a self-help conversational tool rather than a professional psychotherapy service.

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Freudly

AI healthcare

Freudly is an AI online psychological counseling tool based on cognitive behavioral therapy (CBT), offering anonymous text and voice therapy sessions that can help address psychological distress such as anxiety, stress, and burnout. It provides personalized advice by analyzing users' personality traits, psychological profiles, and lifestyle habits, and is equipped with tools such as a mood diary, cognitive restructuring exercises, and anxiety and depression tests. The service is available around the clock, requires no appointment, emphasizes privacy encryption, and is completely anonymous. Using natural language processing, machine learning, and proprietary algorithms, trained on more than 2 million psychotherapy cases and 840,000 scientific papers, it claims to integrate evidence-based psychotherapy techniques and is an affordable alternative to traditional psychotherapy. Users can try it for free and cancel at any time.

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Greenlight Guru

AI healthcare

Greenlight Guru is a modern quality management (QMS) and electronic data capture (EDC) software platform for medical device companies. It is officially stated that more than 1,100 medical device enterprises use it, helping improve speed and efficiency and reduce risk. The platform is used for quality management, product development, and clinical evidence management, supporting design controls and traceability, digital DHF management, risk management, document and change control, training management, linking quality events with CAPA, compliant clinical data capture, and more. Its built-in AI capabilities include design control and risk suggestions, QMS data Q&A, global search, training analytics, and more, aimed at reducing manual low-value work.

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Heartfelt Services

AI healthcare

Heartfelt Services is a platform providing AI psychotherapy services, whose AI therapists integrate methods such as parts work (IFS), mindset adjustment (CBT), and non-dual spiritual work. The platform aims to help users cope with life's challenges with compassion and understanding, offering a space for self-exploration. Users can converse with AI therapists of different styles, and it is recommended to start with Serene. Conversation content is stored encrypted, and the platform uses conversation data only to support the session experience, retaining a 30-day secure backup. The service has two plans, free and enhanced; the free plan includes 100 replies per month, and the enhanced plan allows up to 400 interactions per month. The founding team includes software engineer Bjarni Benediktsson, clinical psychologist Susanne Lund-Høie, and founder Gunnar Jörgen Viggósson.

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Infermedica

AI healthcare

Infermedica is a clinical-grade AI triage tool, built by clinicians, that helps guide patients to the right healthcare service via chat, voice, or call center. It has been deployed in more than 30 countries since 2012 and is used by organizations such as national health systems, health plans/insurers, healthcare providers, telemedicine companies, and pharmaceutical companies. Its core engine, MGP, has received EU MDR Class IIb medical device certification and is registered with the UK MHRA, and it is also compliant with ISO 13485:2016, ISO 27001:2022, GDPR, HIPAA, and SOC 2 Type 2. It can be applied to scenarios such as call center and nurse triage, digital front door triage, and pre-visit information collection, providing conversational triage and call center voice agents that collect symptoms, assess urgency, and generate structured handoffs. The materials state that its virtual triage deployment can achieve a cost-saving ratio of up to 1:10 and has performed as safely as the Schmitt-Thompson telephone triage protocol in peer-reviewed evaluations.

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Insilico Medicine

AI healthcare

Insilico Medicine is a company that applies generative AI and automation to longevity and sustainability, and its Pharma.ai platform provides software tools for drug discovery, scientific research, and sustainability. The platform includes multiple modules covering target discovery and prioritization, biomolecule discovery and optimization, molecule generation, binding free energy calculation, ADMET and off-target optimization, retrosynthesis, clinical trial design and prediction, automated laboratory operations, multi-agent research assistants, and cross-application data integration, among other areas. It also provides scientific foundation models for drug R&D, model training and visualization tools, as well as MCP servers that expose platform tools to agents and reusable skills and agent workflows.

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