Best AI tools for< Precision Medicine Specialist >
Infographic
20 - AI tool Sites
Nucleai
Nucleai is an AI-driven spatial biomarker analysis tool that leverages military intelligence-grade geospatial AI methods to analyze complex cellular interactions in a patient's biopsy. The platform offers a first-of-its-kind multimodal solution by ingesting images from various modalities and delivering actionable insights to optimize biomarker scoring, predict response to therapy, and revolutionize disease diagnosis and treatment.
Healthcare IT News
Healthcare IT News is an AI-powered platform that provides the latest news and updates in the healthcare IT industry. The platform covers a wide range of topics including video analytics, artificial intelligence, cloud computing, EHR, government & policy, interoperability, patient engagement, population health, precision medicine, privacy & security, and telehealth. It offers insights, articles, and special projects related to AI, ML intelligence, cybersecurity, and more. Healthcare IT News aims to keep healthcare professionals informed about the latest trends and developments in the field.
MeDA School
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.
Beacon Biosignals
Beacon Biosignals provides an EEG neurobiomarker platform that is designed to accelerate clinical trials and enable new treatments for patients with neurological and psychiatric diseases. Their platform is powered by machine learning and a world-class clinico-EEG database, which allows them to analyze existing EEG data for insights into mechanisms, PK/PD, and patient stratification. This information can be used to guide further development efforts, optimize clinical trials, and enhance understanding of treatment efficacy.
Tempus
Tempus is an AI-enabled precision medicine company that brings the power of data and artificial intelligence to healthcare. With the power of AI, Tempus accelerates the discovery of novel targets, predicts the effectiveness of treatments, identifies potentially life-saving clinical trials, and diagnoses multiple diseases earlier. Tempus's innovative technology includes ONE, an AI-enabled clinical assistant; NEXT, a tool to identify and close gaps in care; LENS, a platform to find, access, and analyze multimodal real-world data; and ALGOS, algorithmic models connected to Tempus's assays to provide additional insight.
Tempus
Tempus is an AI-enabled precision medicine company that brings the power of data and artificial intelligence to healthcare. With the power of AI, Tempus accelerates the discovery of novel targets, predicts the effectiveness of treatments, identifies potentially life-saving clinical trials, and diagnoses multiple diseases earlier. Tempus' innovative technology includes ONE, an AI-enabled clinical assistant; NEXT, which identifies and closes gaps in care; LENS, which finds, accesses, and analyzes multimodal real-world data; and ALGOS, algorithmic models connected to Tempus' assays to provide additional insight.
HealthITAnalytics
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.
Exscientia
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.
Twin Health
Twin Health is a digital health company that uses artificial intelligence (AI) to help people reverse and prevent chronic metabolic diseases, such as type 2 diabetes. The company's flagship product is the Whole Body Digital Twin™, a digital representation of a person's unique metabolism that delivers personalized guidance on nutrition, sleep, activity, and breathing. Twin Health's program combines the Whole Body Digital Twin™ with a dedicated care team that monitors sensor data, offers personalized recommendations, and supports users on their health journey.
PMcardio
PMcardio is an AI-powered platform that offers accurate and rapid diagnosis of cardiovascular diseases through ECG interpretation. It provides healthcare professionals with the ability to diagnose various cardiac conditions within seconds, ensuring timely referrals and streamlined workflows. PMcardio leverages AI technology to digitize ECG records, enhance clinical decision-making, and standardize ECG reports, ultimately improving the quality of patient care. The platform is designed to cater to both organizations and individuals, offering a range of features and benefits to revolutionize the field of cardiology.
Aktana
Aktana is an AI and mobile intelligence platform designed for the pharmaceutical and life sciences industry. It offers a suite of products and solutions to help companies develop, plan, and execute go-to-market strategies with precision. Aktana's AI-powered tools enable real-time synchronization and refinement of strategies, leading to increased operational efficiency and sales lift for biopharma leaders. The platform provides immediate feedback from the field, reducing costs and increasing revenues for global pharmaceutical companies.
Cleerly
Cleerly is a digital healthcare company transforming the way clinicians approach the treatment of heart disease. Our clinically-proven, AI-based digital care platform works with coronary computed tomography angiography (CCTA) imaging to help clinicians precisely identify and define atherosclerosis earlier, so they can provide personalized, life-saving treatment plans for all patients throughout their care continuum. We measure atherosclerosis - plaque build-up in the heart's arteries - not indirect markers such as risk factors and symptoms of disease. Our AI-enabled digital care pathway offers simpler, faster, more accurate heart disease evaluation and reporting that's tailored to each stakeholder, improving overall clinical and financial outcomes.
Reverso
Reverso is a free translation tool that offers a comprehensive set of features to help users translate text, documents, and more in multiple languages. It provides grammar checks, synonyms, conjugation, and context-based translations. With cutting-edge AI-powered technology, Reverso delivers accurate translations in various languages, including Arabic, Chinese, Italian, and more. Users can enjoy features like document translation, integrated dictionaries, grammar check, neural machine translation, pronunciation guides, and verb conjugation. Reverso aims to assist millions of individuals and organizations in communicating efficiently and precisely across different languages.
Imagen
Imagen is a personalized AI photo editing assistant solution designed for professional photographers. It offers fast and accurate editing, personalized AI profiles, effortless culling, cloud storage, and a range of AI tools to enhance editing workflows. Imagen aims to save photographers time by providing consistent editing results in under 0.5 seconds per photo, tailored to individual parameters. The application also offers customizable culling preferences and secure cloud storage for project backups. Users can create their own Personal AI Profile or choose from a selection of Talent AI Profiles, maintaining full control over final edits. Imagen is praised by photographers worldwide for its efficiency, time-saving capabilities, and consistent editing style.
AIDetect
AIDetect is a powerful AI content detector tool that allows users to identify AI-generated writing within any text. It offers cutting-edge features and high accuracy, comparable to Turnitin, to help users verify the authenticity of content. With advanced technology, AIDetect ensures that users can distinguish between human and AI-generated content effortlessly.
AI Image Translator
AI Image Translator is an advanced tool that utilizes artificial intelligence to translate images into over 130 languages while preserving the original text formats. It combines 99% AI automation with 1% manual fine-tuning to ensure high-quality translated images. The tool offers features like AI-powered accurate text OCR, seamless background inpainting, accurate text translation, preservation of original text format, and more. Users can benefit from state-of-the-art AI OCR algorithms, support for 130+ languages, automatic removal of original text, and conversion of image text into editable format. The tool is ideal for translating product images, screenshots, advertisements, technical diagrams, manuals, and promotion images for various global applications.
Lamini
Lamini is an enterprise-level LLM platform that offers precise recall with Memory Tuning, enabling teams to achieve over 95% accuracy even with large amounts of specific data. It guarantees JSON output and delivers massive throughput for inference. Lamini is designed to be deployed anywhere, including air-gapped environments, and supports training and inference on Nvidia or AMD GPUs. The platform is known for its factual LLMs and reengineered decoder that ensures 100% schema accuracy in the JSON output.
SpeechFlow
SpeechFlow is a powerful speech-to-text API that transcribes audio and video files into text with high accuracy. It supports 14 languages and offers features such as punctuation, easy deployment, scalability, and fast processing. SpeechFlow is ideal for businesses and individuals who need accurate and timely transcription services.
Konch AI
Konch AI is an automated AI transcription service that offers unparalleled precision and efficiency in converting audio and video files to text. It features a state-of-the-art AI technology that swiftly transcribes content, with the option to review and edit the transcripts. Users can also upgrade to Precision for human-reviewed transcripts. KonchMate, the AI meeting assistant, streamlines meeting documentation by capturing, transcribing, editing, and sharing meeting content. The platform supports multiple languages, advanced editing features, and flexible output formats, making it a comprehensive solution for transcription needs.
Flux Image AI
Flux Image AI is a cutting-edge AI art generator powered by the Flux.1 model developed by Black Forest Labs. It revolutionizes the image creation process by rapidly generating high-quality images from text prompts. With exceptional prompt adherence, image detail, and style diversity, Flux Image AI empowers creators worldwide to bring their wildest ideas to life in minutes, saving time and enhancing creative output.
20 - Open Source Tools
awesome-open-data-annotation
At ZenML, we believe in the importance of annotation and labeling workflows in the machine learning lifecycle. This repository showcases a curated list of open-source data annotation and labeling tools that are actively maintained and fit for purpose. The tools cover various domains such as multi-modal, text, images, audio, video, time series, and other data types. Users can contribute to the list and discover tools for tasks like named entity recognition, data annotation for machine learning, image and video annotation, text classification, sequence labeling, object detection, and more. The repository aims to help users enhance their data-centric workflows by leveraging these tools.
machine-learning-research
The 'machine-learning-research' repository is a comprehensive collection of resources related to mathematics, machine learning, deep learning, artificial intelligence, data science, and various scientific fields. It includes materials such as courses, tutorials, books, podcasts, communities, online courses, papers, and dissertations. The repository covers topics ranging from fundamental math skills to advanced machine learning concepts, with a focus on applications in healthcare, genetics, computational biology, precision health, and AI in science. It serves as a valuable resource for individuals interested in learning and researching in the fields of machine learning and related disciplines.
Awesome-Segment-Anything
Awesome-Segment-Anything is a powerful tool for segmenting and extracting information from various types of data. It provides a user-friendly interface to easily define segmentation rules and apply them to text, images, and other data formats. The tool supports both supervised and unsupervised segmentation methods, allowing users to customize the segmentation process based on their specific needs. With its versatile functionality and intuitive design, Awesome-Segment-Anything is ideal for data analysts, researchers, content creators, and anyone looking to efficiently extract valuable insights from complex datasets.
DecryptPrompt
This repository does not provide a tool, but rather a collection of resources and strategies for academics in the field of artificial intelligence who are feeling depressed or overwhelmed by the rapid advancements in the field. The resources include articles, blog posts, and other materials that offer advice on how to cope with the challenges of working in a fast-paced and competitive environment.
MOOSE
MOOSE 2.0 is a leaner, meaner, and stronger tool for 3D medical image segmentation. It is built on the principles of data-centric AI and offers a wide range of segmentation models for both clinical and preclinical settings. MOOSE 2.0 is also versatile, allowing users to use it as a command-line tool for batch processing or as a library package for individual processing in Python projects. With its improved speed, accuracy, and flexibility, MOOSE 2.0 is the go-to tool for segmentation tasks.
awesome-hallucination-detection
This repository provides a curated list of papers, datasets, and resources related to the detection and mitigation of hallucinations in large language models (LLMs). Hallucinations refer to the generation of factually incorrect or nonsensical text by LLMs, which can be a significant challenge for their use in real-world applications. The resources in this repository aim to help researchers and practitioners better understand and address this issue.
Scientific-LLM-Survey
Scientific Large Language Models (Sci-LLMs) is a repository that collects papers on scientific large language models, focusing on biology and chemistry domains. It includes textual, molecular, protein, and genomic languages, as well as multimodal language. The repository covers various large language models for tasks such as molecule property prediction, interaction prediction, protein sequence representation, protein sequence generation/design, DNA-protein interaction prediction, and RNA prediction. It also provides datasets and benchmarks for evaluating these models. The repository aims to facilitate research and development in the field of scientific language modeling.
BitBLAS
BitBLAS is a library for mixed-precision BLAS operations on GPUs, for example, the $W_{wdtype}A_{adtype}$ mixed-precision matrix multiplication where $C_{cdtype}[M, N] = A_{adtype}[M, K] \times W_{wdtype}[N, K]$. BitBLAS aims to support efficient mixed-precision DNN model deployment, especially the $W_{wdtype}A_{adtype}$ quantization in large language models (LLMs), for example, the $W_{UINT4}A_{FP16}$ in GPTQ, the $W_{INT2}A_{FP16}$ in BitDistiller, the $W_{INT2}A_{INT8}$ in BitNet-b1.58. BitBLAS is based on techniques from our accepted submission at OSDI'24.
universal
The Universal Numbers Library is a header-only C++ template library designed for universal number arithmetic, offering alternatives to native integer and floating-point for mixed-precision algorithm development and optimization. It tailors arithmetic types to the application's precision and dynamic range, enabling improved application performance and energy efficiency. The library provides fast implementations of special IEEE-754 formats like quarter precision, half-precision, and quad precision, as well as vendor-specific extensions. It supports static and elastic integers, decimals, fixed-points, rationals, linear floats, tapered floats, logarithmic, interval, and adaptive-precision integers, rationals, and floats. The library is suitable for AI, DSP, HPC, and HFT algorithms.
T-MAC
T-MAC is a kernel library that directly supports mixed-precision matrix multiplication without the need for dequantization by utilizing lookup tables. It aims to boost low-bit LLM inference on CPUs by offering support for various low-bit models. T-MAC achieves significant speedup compared to SOTA CPU low-bit framework (llama.cpp) and can even perform well on lower-end devices like Raspberry Pi 5. The tool demonstrates superior performance over existing low-bit GEMM kernels on CPU, reduces power consumption, and provides energy savings. It achieves comparable performance to CUDA GPU on certain tasks while delivering considerable power and energy savings. T-MAC's method involves using lookup tables to support mpGEMM and employs key techniques like precomputing partial sums, shift and accumulate operations, and utilizing tbl/pshuf instructions for fast table lookup.
FlashRank
FlashRank is an ultra-lite and super-fast Python library designed to add re-ranking capabilities to existing search and retrieval pipelines. It is based on state-of-the-art Language Models (LLMs) and cross-encoders, offering support for pairwise/pointwise rerankers and listwise LLM-based rerankers. The library boasts the tiniest reranking model in the world (~4MB) and runs on CPU without the need for Torch or Transformers. FlashRank is cost-conscious, with a focus on low cost per invocation and smaller package size for efficient serverless deployments. It supports various models like ms-marco-TinyBERT, ms-marco-MiniLM, rank-T5-flan, ms-marco-MultiBERT, and more, with plans for future model additions. The tool is ideal for enhancing search precision and speed in scenarios where lightweight models with competitive performance are preferred.
Atom
Atom is an accurate low-bit weight-activation quantization algorithm that combines mixed-precision, fine-grained group quantization, dynamic activation quantization, KV-cache quantization, and efficient CUDA kernels co-design. It introduces a low-bit quantization method, Atom, to maximize Large Language Models (LLMs) serving throughput with negligible accuracy loss. The codebase includes evaluation of perplexity and zero-shot accuracy, kernel benchmarking, and end-to-end evaluation. Atom significantly boosts serving throughput by using low-bit operators and reduces memory consumption via low-bit quantization.
Dough
Dough is a tool for crafting videos with AI, allowing users to guide video generations with precision using images and example videos. Users can create guidance frames, assemble shots, and animate them by defining parameters and selecting guidance videos. The tool aims to help users make beautiful and unique video creations, providing control over the generation process. Setup instructions are available for Linux and Windows platforms, with detailed steps for installation and running the app.
fsdp_qlora
The fsdp_qlora repository provides a script for training Large Language Models (LLMs) with Quantized LoRA and Fully Sharded Data Parallelism (FSDP). It integrates FSDP+QLoRA into the Axolotl platform and offers installation instructions for dependencies like llama-recipes, fastcore, and PyTorch. Users can finetune Llama-2 70B on Dual 24GB GPUs using the provided command. The script supports various training options including full params fine-tuning, LoRA fine-tuning, custom LoRA fine-tuning, quantized LoRA fine-tuning, and more. It also discusses low memory loading, mixed precision training, and comparisons to existing trainers. The repository addresses limitations and provides examples for training with different configurations, including BnB QLoRA and HQQ QLoRA. Additionally, it offers SLURM training support and instructions for adding support for a new model.
pgvecto.rs
pgvecto.rs is a Postgres extension written in Rust that provides vector similarity search functions. It offers ultra-low-latency, high-precision vector search capabilities, including sparse vector search and full-text search. With complete SQL support, async indexing, and easy data management, it simplifies data handling. The extension supports various data types like FP16/INT8, binary vectors, and Matryoshka embeddings. It ensures system performance with production-ready features, high availability, and resource efficiency. Security and permissions are managed through easy access control. The tool allows users to create tables with vector columns, insert vector data, and calculate distances between vectors using different operators. It also supports half-precision floating-point numbers for better performance and memory usage optimization.
nodejs-whisper
Node.js bindings for OpenAI's Whisper model that automatically converts audio to WAV format with a 16000 Hz frequency to support the whisper model. It outputs transcripts to various formats, is optimized for CPU including Apple Silicon ARM, provides timestamp precision to single word, allows splitting on word rather than token, translation from source language to English, and conversion of audio format to WAV for whisper model support.
llm-compressor
llm-compressor is an easy-to-use library for optimizing models for deployment with vllm. It provides a comprehensive set of quantization algorithms, seamless integration with Hugging Face models and repositories, and supports mixed precision, activation quantization, and sparsity. Supported algorithms include PTQ, GPTQ, SmoothQuant, and SparseGPT. Installation can be done via git clone and local pip install. Compression can be easily applied by selecting an algorithm and calling the oneshot API. The library also offers end-to-end examples for model compression. Contributions to the code, examples, integrations, and documentation are appreciated.
20 - OpenAI Gpts
NextMed Health Futurist
Healthcare futurist discussing trends, innovations, and predictions, inspired by space, resilience, and precision medicine.
Precision Image Authenticity Analyzer 2.0
Determines if images are AI-generated or real, and learns from feedback.
Daily BeastMode Meal Planner & Fridge Scanner
Unleash Peak Brain Performance: Precision Nutrition for the Focused Warrior
Discrete Mathematics
Precision-focused Language Model for Discrete Mathematics, ensuring unmatched accuracy and error avoidance.
Sports Analytica
Forefront sports analytics and strategic planning expert, powered by OpenAI, renowned for precision and insightful foresight.
DealSniper-GPT
DealSniper: Your precision-targeted text alert generator for the hottest deals, streamlining marketing efforts with each succinct savings message.
Academic Surgeon Assistant
I assist in surgical academic research with precision and clarity.
Assignment Helper
I finish student assignments with precision from diploma to master level. Start by giving me your course(example diploma in accounting,) , course subject, theory involved, framework used, the question.
Mythos Maven
Delving into myths with precision and flair! Greek and Roman Mythology. Powered by www.breebs.com
Corrector de textos
Niño sabiondo dedicado a la corrección de textos en español. Claridad y precisión son mi obsesión
RISEN Prompt Engineer
RISEN Prompt Engineer GPT streamlines AI interactions by applying the RISEN framework, focusing on specific, structured prompts for targeted, creative responses. This method improves the precision of AI-generated answers, ensuring they meet user expectations effectively.
lohnsteuerprüfung
Professional Austrian Payroll Tax Expert, ensuring clarity and precision in information.
Buyer Persona Generator - Upmetrics
Use me to create in-depth Buyer Personas, enhancing your marketing precision and customer engagement strategies.