医学 AI - arXivDaily 专题

2109.01303 2023-08-16 eess.IV cs.CV 82%

Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical Images

Yu Tian, Fengbei Liu, Guansong Pang, Yuanhong Chen, Yuyuan Liu, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Accepted to Medical Image Analysis

2308.04821 2023-08-10 eess.IV cs.CV 82%

HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction

Sriprabha Ramanarayanan, Mohammad Al Fahim, Rahul G. S., Amrit Kumar Jethi, Keerthi Ram, Mohanasankar Sivaprakasam

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；diagnosis(comments)

Comments Accepted at the ICCV 2023 Workshop on Computer Vision for Automated Medical Diagnosis (CVAMD), 8 pages, 2 columns

2208.06313 2023-04-26 eess.IV cs.CV 82%

Voxels Intersecting along Orthogonal Levels Attention U-Net for Intracerebral Haemorrhage Segmentation in Head CT

Qinghui Liu, Bradley J MacIntosh, Till Schellhorn, Karoline Skogen, KyrreEeg Emblem, Atle Bjørnerud

专题命中医学影像：CT(title,abstract)；分类 cs.CV、eess.IV；biomedical(journal_ref)

Comments Accepted by ISBI2023, 5 pages, 4 figures, 4 tables

Journal ref 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)

2303.09484 2023-03-17 cs.CV cs.LG 82%

A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction using Multimodal MRI Data

Nima Hatami, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Eker, Yves Berthezene, Carole Frindel

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG；biomedical(comments)

Comments The IEEE International Symposium on Biomedical Imaging (ISBI). arXiv admin note: text overlap with arXiv:2205.05545

2112.15009 2022-11-08 eess.IV cs.CL cs.CV 82%

Knowledge Matters: Radiology Report Generation with General and Specific Knowledge

Shuxin Yang, Xian Wu, Shen Ge, Shaohua Kevin Zhou, Li Xiao

专题命中医学影像：radiology(title,abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Medical Image Analysis

2109.00356 2022-10-19 cs.CV eess.IV 82%

The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) Dataset

Evan Calabrese, Javier E. Villanueva-Meyer, Jeffrey D. Rudie, Andreas M. Rauschecker, Ujjwal Baid, Spyridon Bakas, Soonmee Cha, John T. Mongan, Christopher P. Hess

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；radiology(journal_ref)

Comments 7 pages, 2 figures, 2 tables

Journal ref Radiology: Artificial Intelligence 4.6 (2022): e220058

2209.14467 2022-09-30 eess.IV cs.CV 82%

Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models

Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, LeonY. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman

专题命中医学影像：CT(title,abstract)；分类 cs.CV、eess.IV；medical image(journal_ref)

Comments 11 pages, 4 figures

Journal ref Medical Image Computing and Computer Assisted Intervention MICCAI 2022, Cham, 2022, pp202,212

2209.00314 2022-09-02 cs.CV cs.LG 82%

Self-Supervised Pretraining for 2D Medical Image Segmentation

András Kalapos, Bálint Gyires-Tóth

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、cs.LG

Comments Submitted manuscript accepted for the Workshop on AI-enabled Medical Image Analysis at ECCV 2022

2208.03966 2022-08-09 eess.IV cs.CV 82%

NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data

Samah Khawaled, Moti Freiman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments To appear in the proceedings of the International Workshop on Machine Learning for Medical Image Reconstruction (MLMIR 2022), https://sites.google.com/view/mlmir2022

2208.00766 2022-08-02 eess.IV cs.CV 82%

Tutorial on the development of AI models for medical image analysis

Thijs Kooi

专题命中医学影像：medical image(title,comments)；medical AI(abstract)；分类 cs.CV、eess.IV

Comments Tutorial notes for a MICCAI tutorial on AI for medical image analysis in practice

2105.06460 2022-07-28 eess.IV cs.CV 82%

End-to-End Sequential Sampling and Reconstruction for MRI

Tianwei Yin, Zihui Wu, He Sun, Adrian V. Dalca, Yisong Yue, Katherine L. Bouman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV

Comments Code and supplementary materials are available at http://imaging.cms.caltech.edu/seq-mri

Journal ref Proceedings of Machine Learning for Health, PMLR 158:261-281, 2021

2101.10667 2022-07-11 eess.IV cs.CV 82%

Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification

Xin He, Guohao Ying, Jiyong Zhang, Xiaowen Chu

专题命中医学影像：CT(title,abstract)；分类 cs.CV、eess.IV

Comments accepted in MICCAI2022, Neural Architecture Search, Evolutionary Algorithm, COVID-19, CT

2206.05695 2022-06-14 eess.IV cs.AI cs.CV physics.med-ph 82%

PD-DWI: Predicting response to neoadjuvant chemotherapy in invasive breast cancer with Physiologically-Decomposed Diffusion-Weighted MRI machine-learning model

Maya Gilad, Moti Freiman

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Accepted to Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 to be held during Sept 18-22 in Singapore

2107.10912 2022-05-06 eess.IV cs.CV 82%

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

Bas H. M. van der Velden, Hugo J. Kuijf, Kenneth G. A. Gilhuijs, Max A. Viergever

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Submitted for publication. Comments welcome by email to first author

Journal ref Medical Image Analysis 2022

2012.04764 2022-05-05 eess.IV cs.CV 82%

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Published in Medical Image Analysis

2205.01675 2022-05-05 eess.IV cs.CV 82%

Deep Learning Framework for Real-time Fetal Brain Segmentation in MRI

Razieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments 11 pages, 5 figures, submitted to Medical Image Computing and Computer Assisted Intervention (MICCAI) Conference

2011.12844 2022-04-08 eess.IV cs.CV physics.med-ph 82%

Physics-informed neural networks for myocardial perfusion MRI quantification

Rudolf L. M. van Herten, Amedeo Chiribiri, Marcel Breeuwer, Mitko Veta, Cian M. Scannell

专题命中医学影像：MRI(title)；diagnosis(abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Published in Medical Image Analysis

2203.08948 2022-03-18 eess.IV cs.CV 82%

CapsNet for Medical Image Segmentation

Minh Tran, Viet-Khoa Vo-Ho, Kyle Quinn, Hien Nguyen, Khoa Luu, Ngan Le

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments Deep Learning for Medical Image Analysis, Elsevier/Academic Press (accepted)

2203.00355 2022-03-02 eess.IV cs.CV 82%

Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation

Christoforos Galazis, Huiyi Wu, Zhuoyu Li, Camille Petri, Anil A. Bharath, Marta Varela

专题命中医学影像：MRI(title,journal_ref)；diagnosis(abstract)；分类 cs.CV、eess.IV

Journal ref Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge. STACOM 2021. Lecture Notes in Computer Science, vol 13131

2106.06742 2021-12-16 eess.IV cs.CV 82%

Task Transformer Network for Joint MRI Reconstruction and Super-Resolution

Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Li Chen, Yong Xu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(journal_ref)

Journal ref International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2021)

2104.14873 2021-12-02 eess.IV cs.CV 82%

Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas

Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, Juan Eugenio Iglesias

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Medical Image Analysis (Accepted on 07/10/2021). 22 pages, 11 figures,

2109.02413 2021-09-07 eess.IV cs.CV 82%

A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation

Richard Shaw, Carole H. Sudre, Sebastien Ourselin, M. Jorge Cardoso, Hugh G. Pemberton

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org. arXiv admin note: substantial text overlap with arXiv:2001.11927

2101.09639 2021-09-02 cs.CV eess.IV 82%

FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow

Sergiu Mocanu, Alan R. Moody, April Khademi

专题命中医学影像：medical image(title)；pathology(abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org

2107.04943 2021-08-30 eess.IV cs.CV 82%

Deep Geometric Distillation Network for Compressive Sensing MRI

Xiaohong Fan, Yin Yang, Jianping Zhang

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments Accepted by IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2021

2108.04016 2021-08-29 eess.IV cs.CV 82%

Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge

Alain Lalande, Zhihao Chen, Thibaut Pommier, Thomas Decourselle, Abdul Qayyum, Michel Salomon, Dominique Ginhac, Youssef Skandarani, Arnaud Boucher, Khawla Brahim, Marleen de Bruijne, Robin Camarasa, Teresa M. Correia, Xue Feng, Kibrom B. Girum, Anja Hennemuth, Markus Huellebrand, Raabid Hussain, Matthias Ivantsits, Jun Ma, Craig Meyer, Rishabh Sharma, Jixi Shi, Nikolaos V. Tsekos, Marta Varela, Xiyue Wang, Sen Yang, Hannu Zhang, Yichi Zhang, Yuncheng Zhou, Xiahai Zhuang, Raphael Couturier, Fabrice Meriaudeau

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(comments)

Comments Submitted to Medical Image Analysis

2108.05930 2021-08-16 cs.CV eess.IV 82%

A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis

Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、eess.IV

Comments International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021); Domain Adaptation and Representation Transfer (DART)

2107.09442 2021-07-21 eess.IV cs.CV 82%

Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT

Gerda Bortsova, Daniel Bos, Florian Dubost, Meike W. Vernooij, M. Kamran Ikram, Gijs van Tulder, Marleen de Bruijne

专题命中医学影像：CT(title,abstract)；分类 cs.CV、eess.IV；radiology(comments)

Comments Accepted for publication in Radiology: Artificial Intelligence (https://pubs.rsna.org/journal/ai), which is published by the Radiological Society of North America (RSNA)

2105.08949 2021-07-07 eess.IV cs.CV 82%

Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network

Chun-Mei Feng, Huazhu Fu, Shuhao Yuan, Yong Xu

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；medical image(journal_ref)

Comments 10 pages, 3 figures

Journal ref International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2021)

2105.09124 2021-05-20 cs.CV cs.AI cs.LG 82%

Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images

Guang-Quan Zhou, Juzheng Miao, Xin Yang, Rui Li, En-Ze Huo, Wenlong Shi, Yuhao Huang, Jikuan Qian, Chaoyu Chen, Dong Ni

专题命中医学影像：medical image(title,abstract)；分类 cs.CV、cs.LG；biomedical(comments)

Comments 12 pages, 10 figures, accepted by IEEE Journal of Biomedical and Health Informatics

1909.05773 2021-04-14 eess.IV cs.CV physics.med-ph 82%

PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI

Tomer Weiss, Ortal Senouf, Sanketh Vedula, Oleg Michailovich, Michael Zibulevsky, Alex Bronstein

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、eess.IV；biomedical(comments)

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org

1. 医学影像 22645 篇

Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical Images

HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction

Voxels Intersecting along Orthogonal Levels Attention U-Net for Intracerebral Haemorrhage Segmentation in Head CT

A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction using Multimodal MRI Data

Knowledge Matters: Radiology Report Generation with General and Specific Knowledge

The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) Dataset

Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models

Self-Supervised Pretraining for 2D Medical Image Segmentation

NPB-REC: Non-parametric Assessment of Uncertainty in Deep-learning-based MRI Reconstruction from Undersampled Data

Tutorial on the development of AI models for medical image analysis

End-to-End Sequential Sampling and Reconstruction for MRI

Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification

PD-DWI: Predicting response to neoadjuvant chemotherapy in invasive breast cancer with Physiologically-Decomposed Diffusion-Weighted MRI machine-learning model

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Deep Learning Framework for Real-time Fetal Brain Segmentation in MRI

Physics-informed neural networks for myocardial perfusion MRI quantification

CapsNet for Medical Image Segmentation

Tempera: Spatial Transformer Feature Pyramid Network for Cardiac MRI Segmentation

Task Transformer Network for Joint MRI Reconstruction and Super-Resolution

Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas

A Decoupled Uncertainty Model for MRI Segmentation Quality Estimation

FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow

Deep Geometric Distillation Network for Compressive Sensing MRI

Deep Learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge

A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis

Automated Segmentation and Volume Measurement of Intracranial Carotid Artery Calcification on Non-Contrast CT

Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network

Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images

PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI