Best Healthcare & Science Tools for Beginners

AlphaFold, developed by DeepMind (Google), is an AI system that predicts the three-dimensional structure of proteins from their amino acid sequence with revolutionary accuracy. In 2020, AlphaFold 2 achieved protein structure prediction accuracy that rivals experimental methods, solving a 50-year-old grand challenge in biology. AlphaFold has since predicted the structures of over 200 million proteins—essentially all known proteins—and made these structures freely available through the AlphaFold Protein Structure Database. This has had a profound impact on drug discovery, vaccine development, enzyme engineering, and fundamental biological research worldwide.

Be My Eyes is a mobile app that connects blind and low-vision users with sighted volunteers for live video assistance, now enhanced with Be My AI—a GPT-4 Vision powered tool that instantly describes images, reads documents, identifies products, and provides detailed visual context without waiting for a volunteer. The AI feature can describe complex scenes, read handwritten text, identify objects in a refrigerator, navigate unfamiliar environments, and provide fashion advice—all through the phone camera in real time. Be My Eyes' AI has transformed the app from a volunteer-dependent service to an always-available AI assistant for the visually impaired community worldwide.

Seeing AI is a free Microsoft app for iOS and Android that uses AI to narrate the visual world for people who are blind or have low vision, offering multiple channels for different tasks including reading short text instantly, reading documents with layout preservation, describing scenes and people, identifying products by barcode, recognizing currency, and reading handwriting. Its People channel can recognize and remember individuals' faces, announcing them by name when they appear in camera view—enabling more independent social interactions. Seeing AI was developed in partnership with the blind community and is continually updated with new AI capabilities from Microsoft's computer vision research.

Aira is an on-demand visual interpreter service that connects blind and low-vision users with trained sighted agents through a smartphone or smart glasses camera in real time, enabling them to navigate airports, read menus, interpret complex visuals, and handle tasks that automated AI still struggles with. Its Explorer app pairs on-demand human agents with AI-generated visual context, giving agents an enhanced view of what the user is seeing through computer vision annotations. Aira partners with hundreds of businesses, universities, and transit systems to offer free Aira access to customers and employees as an accessibility service.

BioRender is a web-based platform for creating professional scientific figures and illustrations. With AI-enhanced features and a library of 30,000+ icons, it helps researchers and scientists create publication-quality visuals without design skills.

NaviLens is an AI-powered accessibility technology that uses a specialized optical code (the NaviLens Code) that can be read by smartphones from up to 12 meters away, enabling blind and low-vision users to get instant location and navigation information in public spaces like transit stations, airports, and campuses. Unlike traditional QR codes that require precise alignment, NaviLens codes are detectable at wide angles and distances, and the app announces contextual information—platform numbers, gate directions, food labels—as users move through space. NaviLens is deployed across Barcelona Metro, Los Angeles Metro, Kellogg's packaging, and hundreds of other real-world installations.

Elicit uses AI to help researchers find, summarize, and synthesize academic literature. It's especially useful for systematic reviews in healthcare and life sciences, automating paper screening and data extraction.

Freeletics is an AI-powered fitness coaching app that provides adaptive bodyweight and gym workout programs guided by an AI coach that continuously adjusts training plans based on user performance, feedback, recovery, and goals. The AI analyzes completion times, subjective difficulty ratings, and consistency patterns to progressively adjust workout intensity, volume, and exercise selection—making the program genuinely adaptive rather than simply prescriptive. With over 50 million users globally, Freeletics is particularly popular for its ability to deliver effective, challenging workouts without gym equipment, making it accessible to users in any location or with any schedule.

Consensus enables healthcare professionals and researchers to search millions of medical papers and get AI-synthesized answers with citations. It helps find clinical evidence quickly for treatment decisions and medical research.

Sema4.ai is an open-source AI automation framework and enterprise platform for building and deploying AI agents capable of completing complex multi-step business and clinical workflows. While it originated in genomic medicine at Mount Sinai, today Sema4.ai is focused on the enterprise AI agent space, providing tools for building reliable, auditable AI workers that integrate with existing enterprise systems. In healthcare contexts, its agents can automate clinical research workflows, patient data extraction, and regulatory compliance tasks. The open-source Robocorp toolchain is at its core, making it popular with both technical developers and enterprises seeking to deploy agentic automation at scale.

Glass Health provides AI-powered clinical decision support for physicians. It generates differential diagnoses from patient presentations and creates evidence-based clinical plans, helping doctors make better decisions faster.