Del 13567 i serien Lecture Notes in Computer Science

Data Augmentation, Labelling, and Imperfections

Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

Häftad, Engelska, 2022

AvHien V. Nguyen,Sharon X. Huang,Yuan Xue

819 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

This book constitutes the refereed proceedings of the Second MICCAI Workshop on Data Augmentation, Labelling, and Imperfections, DALI 2022, held in conjunction with MICCAI 2022, in Singapore in September 2022.DALI 2022 accepted 12 papers from the 22 submissions that were reviewed. The papers focus on rigorous study of medical data related to machine learning systems.

Produktinformation

Utgivningsdatum2022-09-22
Mått155 x 235 x 8 mm
Vikt219 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor124
FörlagSpringer International Publishing AG
ISBN9783031170263

Tillhör följande kategorier

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

Image Synthesis-based Late Stage Cancer Augmentation and Semi-Supervised Segmentation for MRI Rectal Cancer Staging.- DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.- Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.- Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely.- TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation.- Disentangling A Single MR Modality.- CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation.- Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning.- CSGAN: Synthesis-Aided Brain MRI Segmentation on 6-Month Infants.- A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data.- Efficient Medical Image Assessment via Self-supervised Learning.- Few-ShotLearning Geometric Ensemble for Multi-label Classification of Chest X-rays.

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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

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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

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Data Augmentation, Labelling, and Imperfections

Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu

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Sandy Engelhardt, Ilkay Oksuz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Nguyen, Raphael Sznitman, Yuan Xue - Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, Häftad

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Deep Generative Models, and Data Augmentation, Labelling, and Imperfections

Sandy Engelhardt, Ilkay Oksuz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Nguyen, Raphael Sznitman, Yuan Xue

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939 kr

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Sarah J. Maas - A Court of Splintered Harmony, Häftad

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Del 13567 i serien Lecture Notes in Computer Science

Data Augmentation, Labelling, and Imperfections

Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

Häftad, Engelska, 2022

AvHien V. Nguyen,Sharon X. Huang,Yuan Xue

819 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Produktinformation

Utgivningsdatum2022-09-22
Mått155 x 235 x 8 mm
Vikt219 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor124
FörlagSpringer International Publishing AG
ISBN9783031170263

Tillhör följande kategorier

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

Image Synthesis-based Late Stage Cancer Augmentation and Semi-Supervised Segmentation for MRI Rectal Cancer Staging.- DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.- Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.- Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely.- TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation.- Disentangling A Single MR Modality.- CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation.- Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning.- CSGAN: Synthesis-Aided Brain MRI Segmentation on 6-Month Infants.- A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data.- Efficient Medical Image Assessment via Self-supervised Learning.- Few-ShotLearning Geometric Ensemble for Multi-label Classification of Chest X-rays.

Du kanske också är intresserad av

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

719 kr

Del 14379

Data Augmentation, Labelling, and Imperfections

Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu

Häftad, 2024

859 kr

Del 13003

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections

Sandy Engelhardt, Ilkay Oksuz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Nguyen, Raphael Sznitman, Yuan Xue

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939 kr

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Ruth Kvarnström-Jones

Inbunden, 2026

299 kr329 kr

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Del 11

Medusa

Lars Kepler

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289 kr319 kr

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Del 4

Sot

Sara Strömberg

Pocket, 2026

79 kr129 kr

Nyhet

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A Court of Splintered Harmony

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Häftad, 2026

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Del 1

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Del 3

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Data Augmentation, Labelling, and Imperfections

Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

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Data Augmentation, Labelling, and Imperfections

Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

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Data Augmentation, Labelling, and Imperfections

Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings

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