Domain Adaptation and Representation Transfer

5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings

AvLisa Koch,M. Jorge Cardoso

Häftad, Engelska, 2023

Del 14293 i serien Lecture Notes in Computer Science

615 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

This book constitutes the refereed proceedings of the 5th MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2023, which was held in conjunction with MICCAI 2023, in October 2023. The 16 full papers presented in this book were carefully reviewed and selected from 32 submissions. They discuss methodological advancements and ideas that can improve the applicability of machine learning (ML)/deep learning (DL) approaches to clinical setting by making them robust and consistent across different domains.

Produktinformation

Utgivningsdatum:2023-10-14
Mått:155 x 235 x 11 mm
Vikt:283 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:170
Förlag:Springer International Publishing AG
ISBN:9783031458569

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Informationsteknik: allmänt inom Data och IT
Tillämpad datateknik inom Data och IT

Innehållsförteckning

Domain adaptation of MRI scanners as an alternative to MRI harmonization.- MultiVT: Multiple-Task Framework for Dentistry.- Black-Box Unsupervised Domain Adaptation for Medical Image Segmentation.- PLST: A Pseudo-Labels with a Smooth Transition Strategy for Medical Site Adaptation.- Compositional Representation Learning for Brain Tumor Segmentation.- Hierarchical Compositionality in Hyperbolic Space for Robust Medical Image Segmentation.- Realistic Data Enrichment for Robust Image Segmentation in Kidney Transplant Pathology.- Boosting Knowledge Distillation via Random Fourier Features for Prostate Cancer Grading in Histopathology Images.- Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse.- Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-Supervision.- The Performance of Transferability Metrics does not Translate to Medical Tasks.- DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification.- SEDA: Self-Ensembling ViT with Defensive Distillation and Adversarial Training for robust Chest X-rays Classification.- A Continual Learning Approach for Cross-Domain White Blood Cell Classification.- Metadata Improves Segmentation Through Multitasking Elicitation.- Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation.

Du kanske också är intresserad av

Domain Adaptation and Representation Transfer

Dong Yang, Sotirios A. Tsaftaris, Nicola Rieke, Meirui Jiang, Mobarakol Islam, Konstantinos Kamnitsas, Enzo Ferrante, M. Jorge Cardoso, Lisa Koch

E-bok

2023

791 kr

Del 14293

De hominis dignitate / Über die Würde des Menschen. Lateinisch/Deutsch

Giovanni Pico Della Mirandola, Stefan Zathammer

Häftad, 2023

123 kr

Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett Landman, Wenqi Li, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu - Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, Häftad

Del 12444

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning

Shadi Albarqouni, Spyridon Bakas, Konstantinos Kamnitsas, M. Jorge Cardoso, Bennett Landman, Wenqi Li, Fausto Milletari, Nicola Rieke, Holger Roth, Daguang Xu, Ziyue Xu

Häftad, 2020

529 kr

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Ngan Le, Khoa Luu, Kevin Zhou, Steve Jiang, Badri Roysam, Vishal Patel, Konstantinos Kamnitsas, Ziyue Xu, Nicola Rieke, M. Jorge Cardoso, Shadi Albarqouni, Hien V. Nguyen, Fausto Milletari, Qian Wang

E-bok

2019

712 kr

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning

Ziyue Xu, Daguang Xu, Holger Roth, Nicola Rieke, Fausto Milletari, Wenqi Li, Bennett Landman, M. Jorge Cardoso, Konstantinos Kamnitsas, Spyridon Bakas, Shadi Albarqouni

E-bok

2020

692 kr

Qian Wang, Fausto Milletari, Hien V. Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve Jiang, Kevin Zhou, Khoa Luu, Ngan Le - Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, Häftad

Del 11795

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Qian Wang, Fausto Milletari, Hien V. Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve Jiang, Kevin Zhou, Khoa Luu, Ngan Le

Häftad, 2019

544 kr

Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning

Nicola Rieke, Spyridon Bakas, Shadi Albarqouni, Thijs Kooi, Mariia Sidulova, Holger Roth, Xiaoxiao Li, Meirui Jiang, Ravi Samala, Annika Reinke, Ghada Zamzmi

E-bok

2025

815 kr

Konstantinos Kamnitsas, Lisa Koch, Mobarakol Islam, Ziyue Xu, Jorge Cardoso, Qi Dou, Nicola Rieke, Sotirios Tsaftaris - Domain Adaptation and Representation Transfer, Häftad

Del 13542

Domain Adaptation and Representation Transfer

Konstantinos Kamnitsas, Lisa Koch, Mobarakol Islam, Ziyue Xu, Jorge Cardoso, Qi Dou, Nicola Rieke, Sotirios Tsaftaris

Häftad, 2022

615 kr

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

Ziyue Xu, Daguang Xu, Sotirios Tsaftaris, Debdoot Sheet, Nicola Rieke, Islem Rekik, Bishesh Khanal, Konstantinos Kamnitsas, Qi Dou, M. Jorge Cardoso, Shadi Albarqouni

E-bok

2021

870 kr

Domain Adaptation and Representation Transfer

Sotirios Tsaftaris, Nicola Rieke, Qi Dou, Jorge Cardoso, Ziyue Xu, Mobarakol Islam, Lisa Koch, Konstantinos Kamnitsas

E-bok

2022

815 kr

Företag, bibliotek eller offentlig verksamhet?

Domain Adaptation and Representation Transfer

5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings

Beskrivning

Produktinformation

Utforska kategorier

Innehållsförteckning

Du kanske också är intresserad av

Domain Adaptation and Representation Transfer

De hominis dignitate / Über die Würde des Menschen. Lateinisch/Deutsch

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data

Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning

Domain Adaptation and Representation Transfer

Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health

Domain Adaptation and Representation Transfer

Mina sidor

Mina sidor

Hjälp

Hjälp

Om Bokus

Om Bokus

Populärt

Populärt

Inspiration

Inspiration