miccai2023

There are 1 repository under miccai2023 topic.

• med-air / Endo-FM

  [MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

  foundation-modelmiccai2023self-supervisedendoscopyvideolarge-scalepre-train
  Language:Python 135

• LMMMEng / LLD-MMRI2023

  [MICCAI2023 Challenge] Liver Lesion Diagnosis Challenge on Multi-phase MRI

  miccai-grand-challengemiccai2023multi-phase-mriliver-lesion-diagnosis
  Language:Python 86

• xmed-lab / DHC

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

  class-imbalancemedical-image-segmentationmiccai2023semi-supervised-segmentation
  Language:Python 46

• szuboy / CL-Detection2023

  CL-Detection2023 Challenge Official Repository

  cephalometriclandmark-detectionmiccai2023x-raycl-detection2023medical-image-analysismedical-landmark-detectiongrand-challenge
  Language:Python 40

• Digital-Dermatology / t-loss

  Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)

  image-segmentationmedical-image-analysismedical-imagingmiccai2023pytorchrobust-segmentationt-losstloss
  Language:Python 38

• szuboy / CL-Detection2023-MMPose

  CL-Detection2023 Challenge Official Repository

  cephalometriccl-detection2023grand-challengelandmark-detectionmedical-image-analysismedical-landmark-detectionmiccai2023mmposex-ray
  Language:Python 24

• xmed-lab / FDDM

  MICCAI 2023: Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images

  knowledge-distillationmiccai2023multimodalophthalmic-diseases-classification
  Language:Python 21

• zhenqi-he / transnuseg

  MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation

  shared-attention-headsmedical-image-segmentationnuclei-segmentationswin-transformerlightweight-multi-task-frameworkmiccai2023
  Language:Python 20

• zhenqi-he / ArtiFusion

  MICCAI2023: Artifact Restoration in Histology Images with Diffusion Probabilistic Models

  diffusionmiccaitransformerartifact-restorationmiccai2023
  Language:Python 18

• hao1635 / ASCON

  Official implementation of "ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising"

  ct-denoisingmiccai2023
  Language:Python 17

• lunit-io / ocelot23algo

  OCELOT 2023: Cell Detection from Cell-Tissue Interaction

  cell-detectioncomputational-pathologycvpr2023miccai2023
  Language:Python 17

• ZijianD / Brain-TokenGT

  "Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding" (MICCAI 2023)

  brain-connectomemiccai2023gnntokenization
  Language:Python 14

• batmanlab / MICCAI-2023-Route-interpret-repeat-CXRs

  Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning

  chestxraychexpertexplainable-aiinterpretabilitymedical-imagingmiccai2023mimic-cxr
  Language:Python 10

• peterlipan / MRC_VFC

  The souce code of MICCAI'23 paper: Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation

  dermoscopyisic-2019isic-archiveisic-challengemiccai2023miccaiskin-cancercancer-detectionimbalanced-classificationlong-tailed-recognitionskin-lesion-classificationlong-tail
  Language:Python 6

• miccaiif / OpenAL

  Official PyTorch Code of our MICCAI2023 paper OpenAL

  active-learningmiccai2023openset-classificationpathology-image-classification
  Language:Python 4

• VITA-Group / PruneCXR

  [MICCAI 2023] "How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?" by Gregory Holste et al.

  chest-xraydeep-learninglong-tailed-learningmiccai2023pruning
  Language:Python 4

• WkEEn / PAMA

  PAMA: Position-aware masked autoencoder for histopathology WSI representation learning

  histopathology-image-analysisrepresentation-learningself-supervised-learningwsiwsi-imagesmiccai2023
  Language:Python 4

• hooman007 / ProtoASNet

  Official repository for the paper "ProtoASNet: Dynamic Prototypes for Inherently Interpretable and Uncertainty-Aware Aortic Stenosis Classification in Echocardiography" in MICCAI 2023 Conference

  aleatoric-uncertaintyechocardiographyprototypical-networksaortic-stenosisexplainable-ai-in-medical-imagingexplainable-artificial-intelligenceinterpretable-deep-learningmiccai2023part-prototypesprototypesprototypical-learningpytorchtransparencyvideo-classificationxai
  Language:Python 3

• j-morano / multimodal-ssl-fpn

  Repository of the paper "Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentation", presented at MICCAI 2023.

  deep-learningmedical-imagingmiccai2023self-supervised-learningpytorch
  Language:Python 2

• maxiao0234 / ARTran

  MICCAI2023 -- Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography

  miccai2023
  Language:Python 2

• MWod / ToothFairy_MW_2023

  Contribution to the ToothFairy Challenge (MICCAI 2023).

  challengemiccaimiccai2023toothfairy
  Language:Python 2

• MWod / MVSEG_MW_2023

  Contribution to the MVSEG Challenge (MICCAI 2023)

  challengemiccaimiccai2023mvseg
  Language:Python 0

• yasminsarkhosh / machine-learning-bsc-thesis-2024

  This GitHub repository hosts the notebooks and tools developed as part of this thesis to automate the extraction, processing, and analysis of data from the MICCAI 2023 conference, aiding in the systematic review and providing a structured foundation for further research in this crucial area.

  annotation-frameworkartificial-intelligencedata-analysisdata-qualitydata-sciencedata-visualizationdatasetsdemographic-analysishealthcarehealthcare-aimachine-learningmedical-aimedical-ai-projectmedical-image-processingmedical-imagingmiccaimiccai2023pdf-data-extractiontext-extraction
  Language:Jupyter Notebook 0