tahsin314 / 40th_place_solution_aptos2019-blindness-detection
This repo contains my Pytorch and Fast.ai versions of codes written for the APTOS 2019 Blindness Detection Competition hosted on Kaggle. My approach got us 37th place on the private leaderboard.
☆14Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for 40th_place_solution_aptos2019-blindness-detection
- 11th place solution for APTOS 2019 Blindness Detection on Kaggle (https://www.kaggle.com/c/aptos2019-blindness-detection).☆44Updated 4 years ago
- ☆42Updated 3 years ago
- Multi-Label Image Classification of Chest X-Rays In Pytorch☆54Updated 4 years ago
- Segmentation Guided Thoracic Classification☆51Updated 4 years ago
- Deep Learning CNN using FastAI for the Stanford MRNet Knee MRI diagnosis challenge☆16Updated 5 years ago
- 3rd place solution for RSNA pneumonia detection challenge☆82Updated 5 years ago
- Kaggle 83rd Place (Top 3%) Solution☆19Updated 5 years ago
- 2nd place solution for the RSNA STR Pulmonary Embolism Detection competition on Kaggle.☆27Updated 3 years ago
- RSNA Intracranial Hemorrhage Detection☆127Updated 9 months ago
- CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet☆53Updated 4 years ago
- ☆20Updated 6 years ago
- ☆9Updated 4 years ago
- ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset☆45Updated 3 years ago
- 7th-place solution code for https://www.kaggle.com/c/aptos2019-blindness-detection/overview.☆68Updated 4 months ago
- Deep Learning for Automatic Pneumonia Detection, RSNA challenge☆104Updated 4 years ago
- ☆18Updated 4 years ago
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification☆50Updated 4 years ago
- Notebooks and scripts for making submissions to the CheXpert Competition☆41Updated 5 years ago
- Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning☆25Updated 9 months ago
- The implementation of the segmentation on retinal lesions☆20Updated 5 years ago
- Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS …☆73Updated 3 years ago
- Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification"☆14Updated 3 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆44Updated 4 years ago
- 5th place solution for: RSNA Intracranial Hemorrhage Detection☆41Updated 5 years ago
- Multi-label, multi-class classification of chest X-ray images using PyTorch☆22Updated 5 years ago
- ☆58Updated 4 years ago
- Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)☆58Updated 6 years ago
- Code for the ISIC2019 Challenge☆115Updated 4 years ago
- ☆57Updated 5 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 2 years ago