Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging

von Myronenko, Andriy
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 8 (2021)

Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

von Hatamizadeh, Ali
Veröffentlicht in International Brain Lesion Workshop (7. : 2021 : Online) Brainlesion ; Part 1 (2022)

Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes

von Shen, Chen
Veröffentlicht in MICCAI (24. : 2021 : Online) Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning (2021)

Clinical-Realistic Annotation for Histopathology Images with Probabilistic Semi-supervision: A Worst-Case Study

von Xu, Ziyue
Veröffentlicht in International Conference on Medical Image Computing and Computer Assisted Intervention (25. : 2022 : Singapur; Online) Medical image computing and computer assisted intervention - MICCAI 2022 ; Part 2 (2022)

The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation

von Nath, Vishwesh
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 3 (2021)

ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data

von Wang, Pochuan
Veröffentlicht in International Skin Imaging Collaboration Workshop (8. : 2023 : Vancouver) Medical image computing and computer assisted intervention - MICCAI 2023 workshops (2023)

Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures

von Roth, Holger R.
Veröffentlicht in MICCAI (24. : 2021 : Online) Medical image computing and computer assisted intervention - MICCAI 2021 ; Part 3 (2021)

Ensembled Prediction of Rheumatic Heart Disease from Ungated Doppler Echocardiography Acquired in Low-Resource Settings

von Roshanitabrizi, Pooneh
Veröffentlicht in International Conference on Medical Image Computing and Computer Assisted Intervention (25. : 2022 : Singapur; Online) Medical image computing and computer assisted intervention - MICCAI 2022 ; Part 1 (2022)

Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning

von Wang, Pochuan
Veröffentlicht in MICCAI Workshop on Domain Adaptation and Representation Transfer (2. : 2020 : Online) Domain adaptation and representation transfer and distributed and collaborative learning (2020)

Multi-task Federated Learning for Heterogeneous Pancreas Segmentation

von Shen, Chen
Veröffentlicht in MICCAI (24. : 2021 : Online) Clinical image-based procedures, distributed and collaborative learning, artificial intelligence for combating COVID-19 and secure and privacy-preserving machine learning (2021)

Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

von Guo, Pengfei
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision – ECCV 2022 ; Part 21 (2022)

DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images

von Diaz-Pinto, Andres
Veröffentlicht in DALI (2. : 2022 : Singapur; Online) Data augmentation, labelling, and imperfections (2022)

Federated Learning for Breast Density Classification: A Real-World Implementation

von Roth, Holger R.
Veröffentlicht in MICCAI Workshop on Domain Adaptation and Representation Transfer (2. : 2020 : Online) Domain adaptation and representation transfer and distributed and collaborative learning (2020)