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.
medical-imaging medical-ai deep-learning machine-learning transfer-learning dataset image-classification medical-image-processing medical-application medical medical-image-analysis chest-xray chest-radiographs cxr cxr-images chest-xray-images pytorch torchxrayvision foundation-models
Language:Jupyter Notebook 947
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 357
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 59
xai_thyroid
hungntt / xai_thyroid
Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images
computer-vision explainable-ai explainable-artificial-intelligence explainable-machine-learning explainable-ml medical-ai medical-image-processing medical-imaging object-detection python thyroid thyroid-ultrasound-image
Language:Python 52
ai4colonoscopy / IntelliScope
Frontiers in Intelligent Colonoscopy [ColonSurvey | ColonINST | ColonGPT]
colonoscopy medical-ai medical-image-analysis polyp vision-language multimodal-data multimodal-large-language-models endoscopy multimodal-colonoscopy
Language:Python 46
AIML-in-Medicine-club
hollobit / AIML-in-Medicine-club
Repository for "AI/MD in Medicine" club in clubhouse
ai bioinformatics clubhouse healthcare-ai machine-learning medical-ai medical-imaging
42
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 39
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 30
Snehal-Reddy / MedAI
AI based Medical Assistance App
ai medical-ai ocr symptom-based-clustering
Language:Python 30
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 28
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
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
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 computational-efficiency convolutional-networks deep-learning encoder-decoder machine-learning medical-ai multichannel neural-networks physionet polysomnography pytorch segmentation sleep-analysis sleep-apnea sleep-arousals time-series u-net
Language:Jupyter Notebook 12
jaketae / vit-breast-cancer
Transfer learning pretrained vision transformers for breast histopathology
attention-visualization image-classification medical-ai medical-image-analysis pytorch pytorch-implementation self-attention transformer transformers vision-transformer
Language:Python 11
KurtLabUW / brats2023_updated
Kurtlab's code for BraTS 2023 submission
brain-tumor-segmentation deep-learning medical-ai pytorch u-net
Language:Python 9
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 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
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 7
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 health-ai health-robot-ai healthai medical-ai ml srt surgical-robots surgical-robots-tools surgical-tools
Language:Python 6
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 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
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 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
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 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
aopc computer-vision digital-pathology explainable-ai faithfulness grad-cam haas hirescam max-sensitivity medical-ai x-ray
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
shahdhairya51 / skin-cancer-classification
convolutional-neural-networks deep-learning image-classification kaggle keras-tensorflow machine-learning medical-imaging skin-cancer skin-cancer-detection skin-lesion-classification skin-lesion-image skin-cancer-classification medical medical-ai healthcare
Language:Jupyter Notebook 2
Tajamul21 / HF-Fed
Welcome to the official repository of HF-Fed: Hierarchical based customized Federated Learning Framework for X-Ray Imaging accepted in MICCAI Worshop 2024.
breast-cancer deep-learning federated-learning machine-learning medical-ai
Language:Python 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
yasminsarkhosh / machine-learning-bsc-thesis-2024
This GitHub repository hosts the notebooks and tools developed as part of this thesis to automate the extraction, processing, and analysis of data from the MICCAI 2023 conference, aiding in the systematic review and providing a structured foundation for further research in this crucial area.
annotation-framework artificial-intelligence data-analysis data-quality data-science data-visualization datasets demographic-analysis healthcare healthcare-ai machine-learning medical-ai medical-ai-project medical-image-processing medical-imaging miccai miccai2023 pdf-data-extraction text-extraction
Language:Jupyter Notebook 2
akhilchibber / Diabetes-Detection
Machine Learning based Diabetes Detection
diabetes-detection machine-learning medical-ai
Language:Jupyter Notebook 1
hex-0x00 / HealthHive
AI for healthcare innovation, empowering medical research and diagnosis.
healthcare-technology medical-diagnosis-ai medical-ai
Language:JavaScript 1

medical-ai

mlmed / torchxrayvision

MIC-DKFZ / MedNeXt

seungjunlee96 / AI-for-Medicine

hungntt / xai_thyroid

ai4colonoscopy / IntelliScope

hollobit / AIML-in-Medicine-club

KalyanM45 / OpenHealth

mims-harvard / Clinical-knowledge-embeddings

Snehal-Reddy / MedAI

sparrow-platform / disease-diagnostics-engine

BARUDA-AI / Awesome-Medical-LLM

DanielhCarranza / Machine-Learning-in-Healthcare

DanielhCarranza / MedSearch

rfonod / deepsleep2

jaketae / vit-breast-cancer

KurtLabUW / brats2023_updated

sairbarbaros / Cancer-Cell-Classifier-High-Acc

WangRongsheng / Image-Registration

SiyuanYan1 / PanDerm

Agora-Lab-AI / SRT

notJustinWu / PPGtoBloodPressure

jc-cp / mri_preprocessing

Armanx200 / Brain-Tumor-Detector

Cipher-unhsiV / COPD-Severity-Assessment

JiaxingQiu / FAIRStream

kaintels / medical-ai-papers

shahdhairya51 / Medical-Insurance-Premium-Prediction

SuienS / parallelxnet-cxr-classifier

vggls / medical_xai

nshen7 / rsna-2024

shahdhairya51 / skin-cancer-classification

Tajamul21 / HF-Fed

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

yasminsarkhosh / machine-learning-bsc-thesis-2024

akhilchibber / Diabetes-Detection

hex-0x00 / HealthHive