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05/11/2023
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge
The ability to automatically detect and track surgical instruments in en...
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02/13/2023
CholecTriplet2022: Show me a tool and tell me the triplet – an endoscopic vision challenge for surgical action triplet detection
Formalizing surgical activities as triplets of the used instruments, act...
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12/08/2022
Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge
Timely and effective feedback within surgical training plays a critical ...
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09/03/2022
Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation
Unsupervised domain adaptation (UDA) is one of the key technologies to s...
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08/25/2022
A Two Step Approach for Whole Slide Image Registration
Multi-stain whole-slide-image (WSI) registration is an active field of r...
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08/24/2022
Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model
To promote the development of medical image segmentation technology, AMO...
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04/10/2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Context-aware decision support in the operating room can foster surgical...
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02/24/2022
Computer Aided Diagnosis and Out-of-Distribution Detection in Glaucoma Screening Using Color Fundus Photography
Artificial Intelligence for RObust Glaucoma Screening (AIROGS) Challenge...
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02/23/2022
Nuclei panoptic segmentation and composition regression with multi-task deep neural networks
Nuclear segmentation, classification and quantification within Haematoxy...
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02/11/2022
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?
This paper presents the design and results of the "PEg TRAnsfert Workflo...
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01/08/2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation
Domain Adaptation (DA) has recently raised strong interests in the medic...
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09/30/2021
Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark
PURPOSE: Surgical workflow and skill analysis are key technologies for t...
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03/24/2021
MIcro-Surgical Anastomose Workflow recognition challenge report
The "MIcro-Surgical Anastomose Workflow recognition on training sessions...
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02/26/2021
Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge
Surgical data science is revolutionizing minimally invasive surgery by e...
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11/21/2014