Medical Optical Imaging and Virtual Microscopy Image Analysis

First International Workshop, MOVI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

AvYuankai Huo,Bryan A. Millis

Häftad, Engelska, 2022

Del 13578 i serien Lecture Notes in Computer Science

593 kr

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

Beskrivning

This book constitutes the refereed proceedings of the 1st International Workshop on Medical Optical Imaging and Virtual Microscopy Image Analysis, MOVI 2022, held in conjunction with the 25th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2022, in Singapore, Singapore, in September 2022.The 18 papers presented at MOVI 2022 were carefully reviewed and selected from 25 submissions. The objective of the MOVI workshop is to promote novel scalable and resource-efficient medical image analysis algorithms for high-dimensional image data analy-sis, from optical imaging to virtual microscopy.

Produktinformation

Utgivningsdatum:2022-09-17
Mått:155 x 235 x 12 mm
Vikt:318 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:190
Förlag:Springer International Publishing AG
ISBN:9783031169601

Utforska kategorier

Innehållsförteckning

Cell counting with inverse distance kernel and self-supervised learning.- Predicting the visual attention of pathologists evaluating whole slide images of cancer.- Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation.- Joint Denoising and Super-resolution for Fluorescence Microscopy using Weakly-supervised Deep Learning.- MxIF Q-score: Biology-informed Quality Assurance for Multiplexed Immunofluorescence Imaging.- A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology.- Leukocyte Classification using Multimodal Architecture Enhanced by Knowledge Distillation.- Deep learning on lossily compressed pathology images: adverse effects for ImageNet pre-trained models.- Profiling DNA damage in 3D Histology Samples.- Few-shot segmentation of microscopy images using Gaussian process.- Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation.- Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data.- Sequential multi-task learning for histopathology-based prediction of genetic mutations with extremely imbalanced labels.- Morph-Net: End-to-End Prediction of Nuclear Morphological Features from Histology Images.- A Light-weight Interpretable Model for Nuclei Detection and Weakly-supervised Segmentation.- A coarse-to-fine segmentation methodology based on deep networks for automated analysis of Cryptosporidium parasite from fluorescence microscopic images.- Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-field Images.- Characterizing Continual Learning Scenarios for Tumor Classification in Histopathology Images.

Du kanske också är intresserad av

Medical Optical Imaging and Virtual Microscopy Image Analysis

Yucheng Tang, Xiao Wang, Khaled Younis, Yuyin Zhou, Bryan A. Millis, Yuankai Huo

E-bok

2025

844 kr

Medical Optical Imaging and Virtual Microscopy Image Analysis

Ziyue Xu, Adam P. Harrison, Xiangxue Wang, Yuyin Zhou, Bryan A. Millis, Yuankai Huo

E-bok

2022

767 kr

Del 15371

Medical Optical Imaging and Virtual Microscopy Image Analysis

Yuankai Huo, Bryan A. Millis, Yuyin Zhou, Khaled Younis, Xiao Wang, Yucheng Tang

Häftad, 2025

743 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

541 kr

Del 13594

Multiscale Multimodal Medical Imaging

Xiang Li, Jinglei Lv, Yuankai Huo, Bin Dong, Richard M. Leahy, Quanzheng Li

Häftad, 2022

629 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

698 kr

Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas S. Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles - Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops, Häftad

Del 14394

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops

Jonghye Woo, Alessa Hering, Wilson Silva, Xiang Li, Huazhu Fu, Xiaofeng Liu, Fangxu Xing, Sanjay Purushotham, Tejas S. Mathai, Pritam Mukherjee, Max De Grauw, Regina Beets Tan, Valentina Corbetta, Elmar Kotter, Mauricio Reyes, Christian F. Baumgartner, Quanzheng Li, Richard Leahy, Bin Dong, Hao Chen, Yuankai Huo, Jinglei Lv, Xinxing Xu, Xiaomeng Li, Dwarikanath Mahapatra, Li Cheng, Caroline Petitjean, Benoît Presles

Häftad, 2024

856 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

556 kr

Multiscale Multimodal Medical Imaging

Quanzheng Li, Richard M. Leahy, Bin Dong, Yuankai Huo, Jinglei Lv, Xiang Li

E-bok

2022

821 kr

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops

Benoit Presles, Caroline Petitjean, Li Cheng, Dwarikanath Mahapatra, Xiaomeng Li, Xinxing Xu, Jinglei Lv, Yuankai Huo, Hao Chen, Bin Dong, Richard Leahy, Quanzheng Li, Christian F. Baumgartner, Mauricio Reyes, Elmar Kotter, Valentina Corbetta, Regina Beets Tan, Max De Grauw, Pritam Mukherjee, Tejas S. Mathai, Sanjay Purushotham, Fangxu Xing, Xiaofeng Liu, Huazhu Fu, Xiang Li, Wilson Silva, Alessa Hering, Jonghye Woo

E-bok

2024

1 056 kr

Medical Optical Imaging and Virtual Microscopy Image Analysis

First International Workshop, MOVI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings

AvYuankai Huo,Bryan A. Millis

Häftad, Engelska, 2022

Del 13578 i serien Lecture Notes in Computer Science

593 kr

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

Beskrivning

Produktinformation

Utgivningsdatum:2022-09-17
Mått:155 x 235 x 12 mm
Vikt:318 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:190
Förlag:Springer International Publishing AG
ISBN:9783031169601

Utforska kategorier

Innehållsförteckning

Cell counting with inverse distance kernel and self-supervised learning.- Predicting the visual attention of pathologists evaluating whole slide images of cancer.- Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation.- Joint Denoising and Super-resolution for Fluorescence Microscopy using Weakly-supervised Deep Learning.- MxIF Q-score: Biology-informed Quality Assurance for Multiplexed Immunofluorescence Imaging.- A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology.- Leukocyte Classification using Multimodal Architecture Enhanced by Knowledge Distillation.- Deep learning on lossily compressed pathology images: adverse effects for ImageNet pre-trained models.- Profiling DNA damage in 3D Histology Samples.- Few-shot segmentation of microscopy images using Gaussian process.- Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation.- Constrained self-supervised method with temporal ensembling for fiber bundle detection on anatomic tracing data.- Sequential multi-task learning for histopathology-based prediction of genetic mutations with extremely imbalanced labels.- Morph-Net: End-to-End Prediction of Nuclear Morphological Features from Histology Images.- A Light-weight Interpretable Model for Nuclei Detection and Weakly-supervised Segmentation.- A coarse-to-fine segmentation methodology based on deep networks for automated analysis of Cryptosporidium parasite from fluorescence microscopic images.- Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-field Images.- Characterizing Continual Learning Scenarios for Tumor Classification in Histopathology Images.

Du kanske också är intresserad av

Medical Optical Imaging and Virtual Microscopy Image Analysis

Yucheng Tang, Xiao Wang, Khaled Younis, Yuyin Zhou, Bryan A. Millis, Yuankai Huo

E-bok

2025

844 kr

Medical Optical Imaging and Virtual Microscopy Image Analysis

Ziyue Xu, Adam P. Harrison, Xiangxue Wang, Yuyin Zhou, Bryan A. Millis, Yuankai Huo

E-bok

2022

767 kr

Del 15371

Medical Optical Imaging and Virtual Microscopy Image Analysis

Yuankai Huo, Bryan A. Millis, Yuyin Zhou, Khaled Younis, Xiao Wang, Yucheng Tang

Häftad, 2025

743 kr

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

541 kr

Del 13594

Multiscale Multimodal Medical Imaging

Xiang Li, Jinglei Lv, Yuankai Huo, Bin Dong, Richard M. Leahy, Quanzheng Li

Häftad, 2022

629 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

698 kr

Del 14394

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 Workshops

Häftad, 2024

856 kr

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

556 kr

Multiscale Multimodal Medical Imaging

Quanzheng Li, Richard M. Leahy, Bin Dong, Yuankai Huo, Jinglei Lv, Xiang Li

E-bok

2022

821 kr

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops

E-bok

2024

1 056 kr