Pinned Repositories
AI-Vengers
backboned-unet
Build U-Nets for segmentation from pre-trained TorchVision models.
CE-Net
The manuscript has been accepted in TMI.
Chest-X-rays-Segmentation-Images-Based-on-MIMIC-CXR
COPD-project
Cornerstone200A
This repository hosts the class projects for CPH 200A, a course offered at UC Berkeley and UCSF in Fall 2023.
CPH200B
Repository for the Computational Precision Health Cornerstone Course (CPH200B)
debiaswe
Remove problematic gender bias from word embeddings.
FCBFormer
Official code repository for: FCN-Transformer Feature Fusion for Polyp Segmention (MIUA 2022 paper)
gifsplanation
Gifsplanation - Explaining neural networks with gifs!
lichingcat's Repositories
lichingcat/Chest-X-rays-Segmentation-Images-Based-on-MIMIC-CXR
lichingcat/AI-Vengers
lichingcat/backboned-unet
Build U-Nets for segmentation from pre-trained TorchVision models.
lichingcat/CE-Net
The manuscript has been accepted in TMI.
lichingcat/COPD-project
lichingcat/Cornerstone200A
This repository hosts the class projects for CPH 200A, a course offered at UC Berkeley and UCSF in Fall 2023.
lichingcat/CPH200B
Repository for the Computational Precision Health Cornerstone Course (CPH200B)
lichingcat/debiaswe
Remove problematic gender bias from word embeddings.
lichingcat/FCBFormer
Official code repository for: FCN-Transformer Feature Fusion for Polyp Segmention (MIUA 2022 paper)
lichingcat/gifsplanation
Gifsplanation - Explaining neural networks with gifs!
lichingcat/HCC-comorbidities
Multi-task CNN to predict select ICD10-HCC comorbidities
lichingcat/Image-augmentation-improves-fairness-of-deep-neural-network-for-chest-X-ray-interpretation
lichingcat/level-set-machine-learning
Level set segmentation with machine learning based velocity field
lichingcat/lichingcat.github.io
lichingcat/LogicDesign_Final-Project-Toybox
lichingcat/maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
lichingcat/MAML-TensorFlow
Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
lichingcat/MedicalNet
Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
lichingcat/nnUNet
lichingcat/NoduleNet
[MICCAI' 19] NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation
lichingcat/prototypical-networks-tf
Implementation of Prototypical Networks for Few-shot Learning in TensorFlow 2.0
lichingcat/Pytorch--3D-Medical-Images-Segmentation--SALMON
Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.
lichingcat/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
lichingcat/SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
lichingcat/torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models.
lichingcat/Vascular-Tree-Reconstruction
Source code for CVPR 19 (Divergence Prior) & 21 (Confluent Vessel Tree) papers.
lichingcat/Weathermood-forecast