mimic-cxr

There are 1 repository under mimic-cxr topic.

MIT-LCP / mimic-cxr
Code, documentation, and discussion around the MIMIC-CXR database
mimic-cxr physionet radiology
Language:Jupyter Notebook 233
aehrc / cvt2distilgpt2
Improving Chest X-Ray Report Generation by Leveraging Warm-Starting
chest-xray-imaging distilgpt2 gpt-2 huggingface-transformers image-captioning medical-image-analysis mimic-cxr multimodal multimodal-deep-learning pytorch pytorch-lightning vision-transformer
Language:Python 49
Warvito / generative_chestxray
Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models
chest-xray-images diffusion-models latent-diffusion-models medical-imaging mimic-cxr monai
Language:Python 41
batmanlab / ICML-2023-Route-interpret-repeat
Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
chest-xrays computer-vision explainable-ai medical-imaging explainability interpretability pytorch cub200-2011 ham10000 mimic-cxr vision-transformer icml-2023
Language:Jupyter Notebook 18
SLAMPAI / large-scale-pretraining-transfer
Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)
transfer-learning deep-learning medical-imaging imagenet pytorch fine-tuning distributed-training large-scale-learning supercomputing scaling-laws few-shot-learning chest-xray-images chexpert-dataset mimic-cxr padchest-dataset chest-x-ray14 covidx-dataset big-transfer pre-training pre-trained-model
Language:Jupyter Notebook 18
batmanlab / MICCAI-2023-Route-interpret-repeat-CXRs
Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning
chestxray chexpert explainable-ai interpretability medical-imaging miccai2023 mimic-cxr
Language:Python 8
tayebiarasteh / privacydomain
Securing Collaborative Medical AI by Using Differential Privacy
chest-xray chestxray14 chexpert deep-learning differential-privacy domain-adaptation federated-learning mimic-cxr opacus privacy pysyft python3 pytorch resnet vindr-cxr
Language:Python 7
BrahimFakri / Patient-Health-Data-Analysis-And-Feature-Extraction-For-Machine-Learning
Embeddings generation from MIMIC-IV and MIMIC-CXR
chest-xray-images embeddings haim mimic mimic-cxr mimic-iv modalities notes physionet tabular-data time-series
Language:Jupyter Notebook 3
etetteh / OoD_Gen-Chest_Xray
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models
chest-xray-images chestx-ray8 medical-image-analysis medical-imaging mimic-cxr neurips-2021 nih-chest-x-ray padchest-dataset pathological-images quantization-aware-training torchxrayvision balanced-sampling computer-vision multilabel-classification out-of-distribution-generalization
Language:Python 2
tayebiarasteh / chestx_domain
Comprehensive Analysis of Domain Transferability Using Deep-Learning-Based Interpretation of Chest Radiographs
artificial-intelligence chest-xrays chestxray14 deep-learning domain-adaptation domain-transfer federated-learning pytorch xray chexpert medical-image-analysis mimic-cxr vindr-cxr
Language:Python 1
rafizunaed / domain_agnostic_content_aware_style_invariant
Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays
brax chest-xray-images chest-xrays chexpert chexpert-dataset consistency-regularization domain-adaptation domain-generalization mimic-cxr neural-style-transfer thoracic-diseases thorax-disease-classification domain-agnostic
0
jinserk / pytorch-cxr
Chest X-ray classification
pytorch cxr chest x-ray chexpert mimic-cxr mit-lcp stanford-ml-group
Language:Python
tayebiarasteh / FLdomain
Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning
chest-xray-images deep-learning federated-learning medical-image-analysis pytorch chexpert-dataset mimic-cxr nih-chest-x-ray padchest-dataset resnet-50 vindr-cxr vision-transformer
Language:Python