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Medical Image Learning with Limited and Noisy Data

Medical Image Learning with Limited and Noisy Data

ISBN/GTIN

Medical Image Learning with Limited and Noisy Data

First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

von

Zamzmi, GhadaHrsg.Antani, SameerHrsg.Xue, ZhiyunHrsg.Linguraru, Marius GeorgeHrsg.Rajaraman, SivaramakrishnanHrsg.Bagci, UlasHrsg.

BuchKartoniert, Paperback

CHF71.00

In den Warenkorb

Beschreibung

This book constitutes the proceedings of the First Workshop on Medical Image Learning with Limited and Noisy Data, MILLanD 2022, held in conjunction with MICCAI 2022. The conference was held in Singapore. For this workshop, 22 papers from 54 submissions were accepted for publication. They selected papers focus on the challenges and limitations of current deep learning methods applied to limited and noisy medical data and present new methods for training models using such imperfect data.

Weitere Beschreibungen

Details

ISBN/GTIN978-3-031-16759-1

ProduktartBuch

EinbandKartoniert, Paperback

Verlag

Springer Nature Switzerland

Erscheinungsdatum22.09.2022

Auflage1st ed. 2022

ReiheLecture Notes in Computer Science

Reihen-Nr.13559

Seiten252 Seiten

SpracheEnglisch

MasseBreite 155 mm, Höhe 235 mm, Dicke 14 mm

Gewicht388 g

Artikel-Nr.26471332

KatalogBuchzentrum

Datenquelle-Nr.42356710

Weitere Details

Reihe

Computing and Software Science

Computability and Complexity

Runtime Verification

Transactions on Rough Sets XX

Logics in Artificial Intelligence

Knowledge Engineering and Knowledge Management

Product-Focused Software Process Improvement

Structural, Syntactic, and Statistical Pattern Recognition

AI*IA 2016 Advances in Artificial Intelligence

Web Information Systems Engineering - WISE 2016

Big Data Benchmarking

Cryptology and Network Security

Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation, and Protection

Advances in Services Computing

Security, Privacy, and Anonymity in Computation, Communication, and Storage

Advances in Visual Computing

Advances in Visual Computing

Digital Forensics and Watermarking

Knowledge Representation for Health Care

Data Analytics for Renewable Energy Integration

Social Information Access

Swarm Intelligence Based Optimization

Euro-Par 2016: Parallel Processing Workshops

Cyber Physical Systems. Design, Modeling, and Evaluation

Computer Vision - ACCV 2016

Transactions on Large-Scale Data- and Knowledge-Centered Systems XXIX

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

Spectral and Shape Analysis in Medical Imaging

Transactions on Large-Scale Data- and Knowledge-Centered Systems XXX

Smart Computing and Communication

Verification, Model Checking, and Abstract Interpretation

Numerical Software Verification

Security of Industrial Control Systems and Cyber-Physical Systems

Latent Variable Analysis and Signal Separation

Computer-Assisted and Robotic Endoscopy

Evolutionary Multi-Criterion Optimization

Public-Key Cryptography - PKC 2017

Database Systems for Advanced Applications

Database Systems for Advanced Applications

Theory and Applications of Models of Computation

Autor

Zamzmi, GhadaHrsg.Antani, SameerHrsg.Xue, ZhiyunHrsg.Linguraru, Marius GeorgeHrsg.Rajaraman, SivaramakrishnanHrsg.Bagci, UlasHrsg.

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Medical Image Computing and Computer Assisted Intervention ¿ MICCAI 2023 Workshops

Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops

Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data

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Medical Imaging

Medical Imaging

Medical Imaging

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Clinical Image-Based Procedures. Translational Research in Medical Imaging

Clinical Image-Based Procedures

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Clinical Image-Based Procedures. Translational Research in Medical Imaging

Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures

Clinical Image-Based Procedures. Translational Research in Medical Imaging

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures

Adolescent Brain Cognitive Development Neurocognitive Prediction

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning

Clinical Image-Based Procedures

Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures

Adolescent Brain Cognitive Development Neurocognitive Prediction

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis

Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures

Clinical Image-Based Procedures. Translational Research in Medical Imaging

Clinical Image-Based Procedures. Translational Research in Medical Imaging

Clinical Image-Based Procedures. Translational Research in Medical Imaging

Clinical Image-Based Procedures. Translational Research in Medical Imaging

Abdominal Imaging: Computational and Clinical Applications

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Necrobotics for Healthcare Applications and Management

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Schlagworte

BIC

THEMA Schlagwort

Bildverarbeitung (UYT)

THEMA Hauptschlagwort

Bildverarbeitung (UYT)

VLB

Computer Science

Conference Proceedings

VLB Haupt-Lesemotiv