cansuyalcinn

cansuyalcinn's Stars

• christianversloot/machine-learning-articles

  🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

  3.4k640722

• maziarraissi/Applied-Deep-Learning

  Applied Deep Learning Course

  3.2k978666

• HiLab-git/SSL4MIS

  Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

  Language:Python2.2k3786387

• Tencent/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.

  Language:Python1.9k6382414

• yassouali/awesome-semi-supervised-learning

  😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

  1.8k6216226

• amirhossein-kz/Awesome-Diffusion-Models-in-Medical-Imaging

  Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

  1.5k389144

• JunMa11/MICCAI-OpenSourcePapers

  MICCAI 2019-2023 Open Source Papers

  1.2k329238

• AngeLouCN/Min_Max_Similarity

  A contrastive learning based semi-supervised segmentation network for medical image segmentation

  Language:Python1k27396

• irfanICMLL/structure_knowledge_distillation

  The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

  Language:Python7071471103

• uni-medical/SAM-Med3D

  SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

  Language:Python50268165

• hitachinsk/SAMed

  The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

  Language:Python47945745

• MrBlankness/LightM-UNet

  Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"

  Language:Python28663325

• xmindflow/Awesome-Foundation-Models-in-Medical-Imaging

  A curated list of foundation models for vision and language tasks in medical imaging

  2004014

• luanyunteng/pytorch-be-your-own-teacher

  A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', https://arxiv.org/abs/1905.08094

  Language:Python1574827

• xmed-lab/GenericSSL

  NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

  Language:Python832105

• MIC-DKFZ/Skeleton-Recall

  Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures

  Language:Python70745

• xmed-lab/AllSpark

  CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

  Language:Python644199

• xmed-lab/TriALS

  MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

  Language:Python61224

• xmed-lab/DHC

  MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

  Language:Python503123

• VaticanCameos99/knowledge-distillation-for-unet

  An implementation of Knowledge distillation for segmentation, to train a small (student) UNet from a larger (teacher) UNet thereby reducing the size of the network while achieving performance similar to the heavier model.

  Language:Python482213

• Herschel555/CAML

  repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation

  Language:Python33261

• samleoqh/Viola-Unet

  Viola : robust and accurate segmentation and quantification of various types of intracranial hemorrhage on 3D CT scans

  Language:Python18342

• laihaoran/Semi-Supervised-nnUNet

  This is a nnUNet for semi-supervised

  Language:Python15102

• risc-mi/braintumor-ddpm

  Using learned visual representations from diffusion models for brain tumor segmentation.

  Language:Python15131

• albertclerigues/stroke-core-ct-segmentation

  Docker for running stroke lesion core segmentation

  Language:Python112210

• RISE-MICCAI/FIFAI-Summer-School-2024

  "Fair Federated AI" Summer School, July 19-21, 2024; 16:00 — 19:30 CET time

  Language:Jupyter Notebook11118

• sergivalverde/mri_utils

  Image processing utils for brain MRI

  Language:Python6212

• Likalto4/diffusion-models_master

  This repository contains the code derived from the writing of the master thesis project on mammographic image generation using diffusion models.

  Language:Jupyter Notebook5203

• yhuang1997/3D-CPS

  Language:Python3131

• MoriiHuang/nnUNet-UAMT-DA-GRADCAM

  nnUNet with semi-supervised method(UA_MT),distance oriented attention model and grad-cam

  Language:Python2200