EndoluminalSurgicalVision@IMR

ACNorm

[PR 2024] An efficient method for fine-tuning and transferability estimation.

ATM-22-Related-Work

[MedIA 2023/MICCAI 2022 Grand Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art works on pulmonary airway segmentation and related works.

CCFV

[MICCAI 2023] Official implementation of our MICCAI 2023 paper "Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation"

CFDA

[MICCAI, 2022, Student Travel Award]: CFDA_Collaborative Feature Disentanglement and Augmentation for Pulmonary Airway Tree Modeling of COVID-19 CTs

Connectivity-Aware-Airway-Segmentaion

[IEEE JBHI 2024] Towards Connectivity-Aware Pulmonary Airway Segmentation

DGCI

[MICCAI 2024] Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures

Explicit-Shape-Priors

The official implementation of "Explicit-Shape-Prior" module.

Medical-SSL

[MedIA 2023]The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"

ReShapeIT

ReShapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction

TCL

[MICCAI 2023]This is the official implementation of MICCAI 2023 paper "TCL: Triplet Consistent Learning for Odometry Estimation of Monocular Endoscope"

EndoluminalSurgicalVision-IMR/ATM-22-Related-Work

[MedIA 2023/MICCAI 2022 Grand Challenge]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art works on pulmonary airway segmentation and related works.

EndoluminalSurgicalVision-IMR/Medical-SSL

[MedIA 2023]The official implementation of MIA paper "Dive into the details of Self-supervised Learning for Medical Image Analysis"

EndoluminalSurgicalVision-IMR/Connectivity-Aware-Airway-Segmentaion

[IEEE JBHI 2024] Towards Connectivity-Aware Pulmonary Airway Segmentation

EndoluminalSurgicalVision-IMR/CCFV

[MICCAI 2023] Official implementation of our MICCAI 2023 paper "Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation"

EndoluminalSurgicalVision-IMR/CFDA

[MICCAI, 2022, Student Travel Award]: CFDA_Collaborative Feature Disentanglement and Augmentation for Pulmonary Airway Tree Modeling of COVID-19 CTs

EndoluminalSurgicalVision-IMR/PASS

Prompt tuning for both styles and semantic shapes

EndoluminalSurgicalVision-IMR/TCL

[MICCAI 2023]This is the official implementation of MICCAI 2023 paper "TCL: Triplet Consistent Learning for Odometry Estimation of Monocular Endoscope"

EndoluminalSurgicalVision-IMR/DGCI

[MICCAI 2024] Implicit Representation Embraces Challenging Attributes of Pulmonary Airway Tree Structures

EndoluminalSurgicalVision-IMR/ReShapeIT

ReShapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction

EndoluminalSurgicalVision-IMR/ACNorm

[PR 2024] An efficient method for fine-tuning and transferability estimation.

EndoluminalSurgicalVision-IMR/Explicit-Shape-Priors

The official implementation of "Explicit-Shape-Prior" module.

EndoluminalSurgicalVision-IMR/LA-LAA-segmentation

[MICCAI 2023] Official implementation of our MICCAI 2023 paper "Semantic difference guidance for the uncertain boundary segmentation of CT left atrial appendage"

EndoluminalSurgicalVision-IMR/PnPNet

EndoluminalSurgicalVision-IMR/Airway-SummerSchool-2022

Airway Segmentation Tutorial for IMR Summer School 2022

EndoluminalSurgicalVision-IMR/Dataset

EndoluminalSurgicalVision-IMR/.github

EndoluminalSurgicalVision-IMR/CDFI

[ICRA 2023] Cross Domain Feature Interaction for Robust Bronchi Lumen Detection