kevinkwshin
Ph.D. in Machine learning for Medical applications. (e.g. Medical imagings & Signal Processing)
@mi2rl Seoul
Pinned Repositories
Audio-Classifier
CNN based audio classifier by pytorch (LeNet / VGG / ResNet)
AUPRC_Comparison
CNNLSTM_ND
easyNNUNET
Handson_segmentation
Keeplearning
A general preprocessing library for deeplearning
MANet
Implementation of MA-Net: T. Fan et al.: MA-Net: Multi-Scale Attention Network for Liver and Tumor Segmentation
MTL
Mytorch
nnUNet_NonLocal_WS
A modification code based on nnUNet (https://github.com/MIC-DKFZ/nnUNet)
kevinkwshin's Repositories
kevinkwshin/nnUNet_NonLocal_WS
A modification code based on nnUNet (https://github.com/MIC-DKFZ/nnUNet)
kevinkwshin/MANet
Implementation of MA-Net: T. Fan et al.: MA-Net: Multi-Scale Attention Network for Liver and Tumor Segmentation
kevinkwshin/MTL
kevinkwshin/AUPRC_Comparison
kevinkwshin/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
kevinkwshin/CNNLSTM_ND
kevinkwshin/Mytorch
kevinkwshin/alibi-detect
Algorithms for outlier, adversarial and drift detection
kevinkwshin/anomaly_signal
anomaly detection using Auto-encoder
kevinkwshin/AUROC_comparison
kevinkwshin/byol-a
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation
kevinkwshin/DCAM
kevinkwshin/dinno.world
Digital Healthcare in Korea University Anam Hospital @ https://dinno.world 2023
kevinkwshin/FineCode
Automated trading using Pykiwoom API
kevinkwshin/FootDiagnosis
kevinkwshin/Handson_detection
Object detection_KOHI 2022
kevinkwshin/handson_Transformer
handson for Transformer: 1. Transformer from scratch, 2. Implementation of TransU-Net 1D
kevinkwshin/image-to-coco-json-converter
Convert segmentation mask images to COCO JSON format
kevinkwshin/ImageStitching
kevinkwshin/kevinkwshin.github.io
A minimal, responsive, and powerful Jekyll theme for presenting professional writing.
kevinkwshin/KOHI_advance_2021
KOHI advanced 2021
kevinkwshin/M3d-Cam
kevinkwshin/MONAI
AI Toolkit for Healthcare Imaging
kevinkwshin/PhysioNet2022_challenge
Python example classifier for the PhysioNet Challenge 2022
kevinkwshin/poutyne
A simplified framework and utilities for PyTorch
kevinkwshin/SignalPy
kevinkwshin/SimpleITK
Augmentation, Region growing etc
kevinkwshin/TheFirstCommit
kevinkwshin/Torch_norm_converter
Change Batchnorm to InstanceNorm or GroupNorm of the Pytorch Model
kevinkwshin/transformer1d
pytorch implementation of transformer for 1D data