Pinned Repositories
3D-U-Net-Prostate-Segmentation
Implementation of the 3D U-Net model for segmentation of prostate structures
3D-Unet
A simple implementation of 3D-Unet on a 3D Prostate Segmentation Task
3D-UNet-PyTorch-Implementation
The implementation of 3D-UNet using PyTorch
3DFasterRCNN_LungNoduleDetector
acm-pytorch
The implement of paper "Asymmetric Contextual Modulation for Infrared Small Target Detection" in Pytorch
distill-bert
Knowledge Distillation from BERT
msmt-medseg
Official implementation of the ECCV-MCV workshop paper "Multi-Scale Multi-Task distillation for incremental 3D medical image segmentation"
kevinmtian's Repositories
kevinmtian/EfficientNet-PyTorch-3D
A PyTorch implementation of EfficientNet
kevinmtian/CFUN
Combining Faster R-CNN and U-net for efficient medical image segmentation
kevinmtian/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
kevinmtian/django-template
Simple, extensible, easy to set up, fully functional, django project template.
kevinmtian/shap
A game theoretic approach to explain the output of any machine learning model.
kevinmtian/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
kevinmtian/PlotNeuralNet
Latex code for making neural networks diagrams
kevinmtian/verified_calibration
Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlight).
kevinmtian/coral_pytorch
CORAL implementation for ordinal regression with deep neural networks.
kevinmtian/large_image
Python modules to work with large multiresolution images.
kevinmtian/mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
kevinmtian/ANTsPy
Advanced Normalization Tools in Python
kevinmtian/POT
POT : Python Optimal Transport
kevinmtian/fast_seg
Fast Interactive Image Segmentation using Graph-cut.
kevinmtian/PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.
kevinmtian/awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
kevinmtian/LearningNote
A learning record of my course for deep learning
kevinmtian/batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
kevinmtian/opencv_contrib
Repository for OpenCV's extra modules
kevinmtian/fairscale
PyTorch extensions for high performance and large scale training.
kevinmtian/SpineParseNet
kevinmtian/OrganSegRSTN_PyTorch
PyTorch implementation of OrganSegRSTN - CVPR 2018
kevinmtian/CLAM
Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering
kevinmtian/Chinese_medical_NLP
中文医疗NLP领域 数据集，论文 ，知识图谱，语料，工具包
kevinmtian/lil-log
Lilian's Blog
kevinmtian/pytorch-django
🔥📷 A simple Django web app classifying images using PyTorch.
kevinmtian/TPC-LoS-prediction
This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit (https://dl.acm.org/doi/10.1145/3450439.3451860).
kevinmtian/hypothalamus_seg
a tool to segment the hypothalamus and associated subunits on T1-weighted MRI scans
kevinmtian/awesome_Chinese_medical_NLP
中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc
kevinmtian/HistomicsTK
A Python toolkit for pathology image analysis algorithms.