medical-ai

There are 14 repositories under medical-ai topic.

torchxrayvision
mlmed / torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
chest-radiographs chest-xray chest-xray-images cxr cxr-images dataset deep-learning foundation-models image-classification machine-learning medical medical-ai medical-application medical-image-analysis medical-image-processing medical-imaging pytorch torchxrayvision transfer-learning
Language:Jupyter Notebook 983
ChaofanTao / Autoregressive-Models-in-Vision-Survey
[TMLR 2025🔥] A survey for the autoregressive models in vision.
autoregressive diffusion embodied-ai image-generation medical-ai multimodal survey text-to-image video-generation acceleration motion-prediction point-cloud deep-learning computer-vision
431
MIC-DKFZ / MedNeXt
[MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.
convnext medical-image-analysis medical-image-segmentation medical-imaging transformers unet-image-segmentation mednext ct-segmentation medical-ai mri-segmentation
Language:Python 381
seungjunlee96 / AI-for-Medicine
This repository is a summary of "AI for Medicine" lectured by Deeplearning.ai, Coursera. (https://www.coursera.org/specializations/ai-for-medicine)
ai-for-medicine ai artificial-intelligence deep-learning coursera coursera-specialization medicine medical-ai ai-in-medicine cnn rnn convolutional-neural-networks recurrent
Language:Jupyter Notebook 60
ai4colonoscopy / IntelliScope
Frontiers in Intelligent Colonoscopy [ColonSurvey | ColonINST | ColonGPT]
colonoscopy endoscopy medical-ai medical-image-analysis multimodal-colonoscopy multimodal-data multimodal-large-language-models polyp vision-language
Language:Python 57
xai_thyroid
hungntt / xai_thyroid
Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images
explainable-ai explainable-artificial-intelligence explainable-machine-learning explainable-ml medical-ai medical-image-processing medical-imaging thyroid thyroid-ultrasound-image computer-vision object-detection python
Language:Python 51
mims-harvard / Clinical-knowledge-embeddings
Unified Clinical Vocabulary Embeddings for Advancing Precision Medicine
clinical-ai embeddings graph-transformer medical-ai multimodality precision-medicine representation-learning
Language:Jupyter Notebook 51
KalyanM45 / OpenHealth
This repository houses machine learning models and pipelines for predicting various diseases, coupled with an integration with a Large Language Model for Diet and Food Recommendation. Each disease prediction task has its dedicated directory structure to maintain organization and modularity.
multi-disease-prediction ai-healthcare ai-in-healthcare diet-recommender medical-ai mlops-workflow disease-detection disease-prediction ai-for-healthcare
Language:Jupyter Notebook 46
AIML-in-Medicine-club
hollobit / AIML-in-Medicine-club
Repository for "AI/MD in Medicine" club in clubhouse
ai machine-learning medical-imaging medical-ai clubhouse bioinformatics healthcare-ai
42
Snehal-Reddy / MedAI
AI based Medical Assistance App
medical-ai ai symptom-based-clustering ocr
Language:Python 31
sparrow-platform / disease-diagnostics-engine
Sparrow AI - API for disease diagnostics
umls nlp flask disease-prediction medical-diagnostics medical-ai emergency-medical-services docker umls-databases
Language:Python 27
BARUDA-AI / Awesome-Medical-LLM
Large language model of Medical AI, General Medical AI (GMAI)
gmai language-model large-language-model llm medical-ai medical-language-model
15
DanielhCarranza / Machine-Learning-in-Healthcare
Machine learning projects applied to healthcare
machine-learning healthcare deep-learning medical-ai
Language:Jupyter Notebook 15
jaketae / vit-breast-cancer
Transfer learning pretrained vision transformers for breast histopathology
vision-transformer transformer transformers self-attention attention-visualization pytorch-implementation image-classification medical-ai medical-image-analysis pytorch
Language:Python 14
DanielhCarranza / MedSearch
MedSearch is a Medical Knowledge Extraction System that incorporates Neural Search, Q&A, Summarization, etc. from the medical literature.
semantic-search-engine medical-ai natural-language-processing
Language:Jupyter Notebook 13
leduckhai / Wearable_LDF-FS
A collection of wearable studies for Laser Doppler Flowmetry and Fluorescence Spectroscopy sensors
machine-learning medical-ai wearable-sensors
Language:Jupyter Notebook 13
rfonod / deepsleep2
A compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.
cnn deep-learning encoder-decoder multichannel physionet pytorch segmentation sleep-analysis time-series u-net computational-efficiency machine-learning medical-ai polysomnography sleep-apnea sleep-arousals convolutional-networks neural-networks
Language:Jupyter Notebook 12
SiyuanYan1 / PanDerm
A General-Purpose Multimodal Foundation Model for Dermatology
dermatology foundation-model multimodality self-supervised-learning skin-cancer-diagnosis medical-image-analysis medical-imaging pre-training medical-ai segmentation dermatology-foundation
Language:Jupyter Notebook 12
KurtLabUW / brats2023_updated
Kurtlab's code for BraTS 2023 submission
brain-tumor-segmentation deep-learning medical-ai pytorch u-net
Language:Python 11
sairbarbaros / Cancer-Cell-Classifier-High-Acc
Predict which cell is cancerous with 96% accuracy using SVM machine learning algorithm.
cancer-classification cancer-detection cell-classification classification machine-learning medical medical-ai scikit-learn scikitlearn-machine-learning support-vector-machine
Language:Jupyter Notebook 9
Agora-Lab-AI / SRT
An open-source non-official community implementation of the model from the paper: Surgical Robot Transformer (SRT): Imitation Learning for Surgical Tasks: https://surgical-robot-transformer.github.io/
ai healthai medical-ai ml srt surgical-robots surgical-tools surgical-robots-tools health-ai health-robot-ai
Language:Python 8
WangRongsheng / Image-Registration
⛏️A collection of tools and practices for image registration. | 图像配准的工具和实践集合
dicom image-registration medical-ai medical-image-processing pydicom registration
Language:Python 8
notJustinWu / PPGtoBloodPressure
Final Project for CS 229 - Machine Learning (Fall 2022)
deep-learning machine-learning medical-ai
Language:Python 6
jc-cp / mri_preprocessing
This repository aims to present a general, customazible pipeline for MRI images based on a single configuration file (in .json format) that has different flags and according to them, a certain pre-processing procedure with desired steps is performed.
ai medical-ai medical-image-processing mri-brain mri-images
Language:Python 5
Cipher-unhsiV / COPD-Severity-Assessment
Official repository of IEEE Research Paper "Chronic Obstructive Pulmonary Disease Severity Classification using lung sound"
copd-classification medical-ai medical-imaging multi-class-classification multi-modal-deep-learning pulmonary-disease resnet-50
Language:Jupyter Notebook 4
mims-harvard / BMI702
Biomedical Artificial Intelligence
artificial-intelligence biomedical-ai generative-ai medical-ai medicine multimodal-learning
Language:HTML 4
shahdhairya51 / Medical-Insurance-Premium-Prediction
healthcare insurance insurance-premium-predictor machine-learning medical health medical-ai kaggle kaggle-dataset medical-ai-project medical-project machine-learning-project machine-learning-projects
Language:Jupyter Notebook 4
Brain-Tumor-Detector
Armanx200 / Brain-Tumor-Detector
🧠 A deep learning model that classifies brain images as either having a tumor or not.
arman-kianian cnns convolutional-neural-networks deep-learning healthcare-technology image-classification keras medical-ai medical-imaging opencv python tensorflow
Language:Python 3
Gyanvir / DrParser
Dr.Parser 🩸📊 – AI-powered blood report parser that extracts and analyzes medical data from images/PDFs. Built with React, FastAPI, EasyOCR, and Gemini AI. 🚀 🔹 Local Setup Available | 🔹 Future Enhancements Planned | 🔹 Hackathon Project 👉 Clone, run, and explore the future of AI-driven healthcare!
ai-ml document-parser easyocr fastapi hackathon-project healthcare medical-ai ocr reactjs team-euphoria blood-report-analysis
Language:Python 3
FAIRStream
JiaxingQiu / FAIRStream
Automated pipeline for Multi-Variate Time Series AI in medical longitudinal analysis, following FAIRness principle.
fairness-ai multivariate-timeseries medical-ai
Language:Jupyter Notebook 3
kaintels / medical-ai-papers
Medical AI Paper List
deep-learning medical-ai medical-deep-learning
3
mims-harvard / AIM2
Artificial Intelligence in Medicine II
artificial-intelligence generative-ai medical-ai multimodal-learning precision-medicine foundation-models llms medicine representation-learning
Language:HTML 3
parallelxnet-cxr-classifier
SuienS / parallelxnet-cxr-classifier
An AI system that can detect and localise pathologies exists in human Chest X-Rays.
chest-xray-classification medical-ai medical-application deep-neural-networks convolutional-neural-networks
Language:Jupyter Notebook 3
vggls / medical_xai
On the evaluation of deep learning interpretability methods for medical images under the scope of faithfulness
explainable-ai faithfulness grad-cam hirescam digital-pathology aopc haas max-sensitivity medical-ai x-ray computer-vision
Language:Jupyter Notebook 3
nshen7 / rsna-2024
Lumbar spine degenerative detection and classification on MRI scans via computer vision models. Solution to Kaggle challenge RSNA 2024 Lumbar Spine Degenerative Classification.
computer-vision convolutional-neural-networks image-classification image-processing image-recognition medical-ai medical-imaging object-detection swin-transformer vision-transformer
Language:Jupyter Notebook 2
The-Swarm-Corporation / Medical-Swarm-One-Click
Get started building safe, reliable, and production-grade multi-agent systems for medical applications!
ai healthcare-agents healthcare-ai healthcare-data medical-agents medical-ai ml healthcare-swarm medical-data medical-dataset medical-image-analysis
Language:Python 2

medical-ai

mlmed / torchxrayvision

ChaofanTao / Autoregressive-Models-in-Vision-Survey

MIC-DKFZ / MedNeXt

seungjunlee96 / AI-for-Medicine

ai4colonoscopy / IntelliScope

hungntt / xai_thyroid

mims-harvard / Clinical-knowledge-embeddings

KalyanM45 / OpenHealth

hollobit / AIML-in-Medicine-club

Snehal-Reddy / MedAI

sparrow-platform / disease-diagnostics-engine

BARUDA-AI / Awesome-Medical-LLM

DanielhCarranza / Machine-Learning-in-Healthcare

jaketae / vit-breast-cancer

DanielhCarranza / MedSearch

leduckhai / Wearable_LDF-FS

rfonod / deepsleep2

SiyuanYan1 / PanDerm

KurtLabUW / brats2023_updated

sairbarbaros / Cancer-Cell-Classifier-High-Acc

Agora-Lab-AI / SRT

WangRongsheng / Image-Registration

notJustinWu / PPGtoBloodPressure

jc-cp / mri_preprocessing

Cipher-unhsiV / COPD-Severity-Assessment

mims-harvard / BMI702

shahdhairya51 / Medical-Insurance-Premium-Prediction

Armanx200 / Brain-Tumor-Detector

Gyanvir / DrParser

JiaxingQiu / FAIRStream

kaintels / medical-ai-papers

mims-harvard / AIM2

SuienS / parallelxnet-cxr-classifier

vggls / medical_xai

nshen7 / rsna-2024

The-Swarm-Corporation / Medical-Swarm-One-Click