医学 AI - arXivDaily 专题

2302.07203 2023-02-15 eess.IV cs.CV cs.SD eess.AS eess.SP 82%

Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Maureen Stone, Georges El Fakhri, Jonghye Woo

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

Comments SPIE Medical Imaging: Deep Dive Oral

2207.10167 2023-02-10 eess.IV cs.CV cs.LG physics.med-ph 82%

Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging

Hana Haseljić, Soumick Chatterjee, Robert Frysch, Vojtěch Kulvait, Vladimir Semshchikov, Bennet Hensen, Frank Wacker, Inga Brüsch, Thomas Werncke, Oliver Speck, Andreas Nürnberger, Georg Rose

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

Journal ref Computers in Biology and Medicine (2023) 106539

2302.02849 2023-02-07 eess.IV cs.AI cs.CV cs.LG 82%

An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal

Yikang Liu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun

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

Comments Accepted by the 28th biennial international conference on Information Processing in Medical Imaging (IPMI 2023)

2301.13674 2023-02-01 eess.IV cs.CV cs.LG 82%

Improved distinct bone segmentation in upper-body CT through multi-resolution networks

Eva Schnider, Julia Wolleb, Antal Huck, Mireille Toranelli, Georg Rauter, Magdalena Müller-Gerbl, Philippe C. Cattin

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

Comments Under submission

2212.12986 2022-12-27 eess.IV cs.CV cs.LG 82%

Application of Unsupervised Domain Adaptation for Structural MRI Analysis

Pranath Reddy

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

2109.01831 2022-12-26 quant-ph 82%

Medical image classification via quantum neural networks

Natansh Mathur, Jonas Landman, Yun Yvonna Li, Martin Strahm, Skander Kazdaghli, Anupam Prakash, Iordanis Kerenidis

专题命中医学影像：medical image(title,abstract)；diagnosis(abstract)

2212.11113 2022-12-22 eess.IV cs.CV cs.LG 82%

Nervus: A Comprehensive Deep Learning Classification, Regression, and Prognostication Tool for both Medical Image and Clinical Data Analysis

Toshimasa Matsumoto, Shannon L Walston, Yukio Miki, Daiju Ueda

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

2207.08412 2022-12-22 eess.IV cs.AI cs.CV cs.LG 82%

Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction

Mevan Ekanayake, Kamlesh Pawar, Mehrtash Harandi, Gary Egan, Zhaolin Chen

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

2212.09564 2022-12-20 physics.med-ph 82%

Resection cavity auto-contouring for patients with pediatric medulloblastoma using only CT information

Soleil Hernandez, Callistus Nguyen, Skylar Gay, Jack Duryea, Rebecca Howell, David Fuentes, Jeannette Parkes, Hester Burger, Carlos Cardenas, Arnold C. Paulino, Julianne Pollard-Larkin, Laurence Court

专题命中医学影像：CT(title,abstract)；MRI(abstract)

Comments 14 pages, 6 figures

Journal ref Journal of Applied Clinical Medical Physics 2022

2212.07651 2022-12-16 eess.IV cs.CV cs.LG 82%

Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images

Yanan Wu, Shuiqing Zhao, Shouliang Qi, Jie Feng, Haowen Pang, Runsheng Chang, Long Bai, Mengqi Li, Shuyue Xia, Wei Qian, Hongliang Ren

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

2201.10737 2022-12-16 cs.CV cs.AI cs.LG eess.IV 82%

Class-Aware Adversarial Transformers for Medical Image Segmentation

Chenyu You, Ruihan Zhao, Fenglin Liu, Siyuan Dong, Sandeep Chinchali, Ufuk Topcu, Lawrence Staib, James S. Duncan

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

2212.03176 2022-12-07 eess.IV cs.CV cs.LG 82%

Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey

Gita Sarafraz, Armin Behnamnia, Mehran Hosseinzadeh, Ali Balapour, Amin Meghrazi, Hamid R. Rabiee

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

Comments 41 pages, 8 figures

2004.06569 2022-12-06 cs.CV cs.LG eess.IV stat.ML 82%

Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks

Davood Karimi, Ali Gholipour

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

2208.12835 2022-12-01 eess.IV cs.CV cs.LG 82%

A Path Towards Clinical Adaptation of Accelerated MRI

Michael S. Yao, Michael S. Hansen

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

Comments Accepted to ML4H 2022

Journal ref In Proceedings of the 2nd Machine Learning for Health Symposium 193:489-511, 2022

2211.11509 2022-11-22 eess.IV cs.CV cs.LG 82%

Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy

Yihao Li, Rachid Zeghlache, Ikram Brahim, Hui Xu, Yubo Tan, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho

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

2211.11025 2022-11-22 eess.IV cs.CV cs.LG 82%

Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients

Ramy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert

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

Comments Accepted in the MICCAI BraTS-Reg 2022 Challenge (as part of the BrainLes workshop proceedings distributed by Springer LNCS)

2206.04170 2022-11-22 cs.CV cs.AI cs.LG eess.IV 82%

CASS: Cross Architectural Self-Supervision for Medical Image Analysis

Pranav Singh, Elena Sizikova, Jacopo Cirrone

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

Comments (27 pages, 14 figures), Accepted at NeurIPS 2022 Workshop: Self-Supervised Learning - Theory and Practice

2211.10388 2022-11-21 eess.IV cs.LG eess.SP physics.med-ph 82%

Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction

Wenjun Xia, Wenxiang Cong, Ge Wang

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

2211.10138 2022-11-21 eess.IV cs.CV cs.LG 82%

Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images

Hui Xu, Yihao Li, Wei Zhao, Gwenolé Quellec, Lijun Lu, Mathieu Hatt

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

2211.06641 2022-11-15 eess.IV cs.CV cs.LG 82%

Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network

Xin Gao

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

Comments 8 pages, 6 figures

2211.02419 2022-11-07 eess.IV cs.CV cs.LG 82%

High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss

Yucong Lin, Jinhua Su, Yuhang Li, Yuhao Wei, Hanchao Yan, Saining Zhang, Jiaan Luo, Danni Ai, Hong Song, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Feifei Wang, Jue Hou, Jian Yang

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

2210.17408 2022-11-01 eess.IV cs.CV cs.LG 82%

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation

Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Yang Xiang, Ting Ma

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

2210.15371 2022-10-28 eess.IV cs.CV cs.LG 82%

Meta-Learning Initializations for Interactive Medical Image Registration

Zachary M. C. Baum, Yipeng Hu, Dean Barratt

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

Comments 11 pages, 10 figures. Paper accepted to IEEE Transactions on Medical Imaging (October 26 2022)

2210.09403 2022-10-27 eess.IV cs.CV cs.LG 82%

A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging

Gargi Desai, Nelly Elsayed, Zag Elsayed, Murat Ozer

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

Comments 8 pages, 8 figures, under reviewing process

2210.13364 2022-10-25 eess.IV cs.CV cs.LG 82%

Large Batch and Patch Size Training for Medical Image Segmentation

Junya Sato, Shoji Kido

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

2210.11091 2022-10-21 eess.IV cs.CV cs.LG 82%

Standardized Medical Image Classification across Medical Disciplines

Simone Mayer, Dominik Müller, Frank Kramer

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

Comments https://frankkramer-lab.github.io/aucmedi/

2210.10439 2022-10-20 eess.IV cs.CV cs.LG 82%

A scan-specific unsupervised method for parallel MRI reconstruction via implicit neural representation

Ruimin Feng, Qing Wu, Yuyao Zhang, Hongjiang Wei

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

Comments conference

2210.08168 2022-10-18 eess.IV cs.CV cs.LG 82%

MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation

Tariq M. Khan, Muhammad Arsalan, Antonio Robles-Kelly, Erik Meijering

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

2210.08068 2022-10-18 eess.IV cs.CV cs.LG 82%

Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks

Ludovic Sibille, Xinrui Zhan, Lei Xiang

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

2209.13727 2022-10-18 eess.IV cs.CV cs.LG 82%

Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI

Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore Launer, Sudha Seshadri, Susan R. Heckbert, Mohamad Habes

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

1. 医学影像 22645 篇

Synthesizing audio from tongue motion during speech using tagged MRI via transformer

Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging

An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal

Improved distinct bone segmentation in upper-body CT through multi-resolution networks

Application of Unsupervised Domain Adaptation for Structural MRI Analysis

Medical image classification via quantum neural networks

Nervus: A Comprehensive Deep Learning Classification, Regression, and Prognostication Tool for both Medical Image and Clinical Data Analysis

Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction

Resection cavity auto-contouring for patients with pediatric medulloblastoma using only CT information

Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images

Class-Aware Adversarial Transformers for Medical Image Segmentation

Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey

Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks

A Path Towards Clinical Adaptation of Accelerated MRI

Segmentation, Classification, and Quality Assessment of UW-OCTA Images for the Diagnosis of Diabetic Retinopathy

Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients

CASS: Cross Architectural Self-Supervision for Medical Image Analysis

Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction

Joint nnU-Net and Radiomics Approaches for Segmentation and Prognosis of Head and Neck Cancers with PET/CT images

Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network

High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss

Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation

Meta-Learning Initializations for Interactive Medical Image Registration

A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging

Large Batch and Patch Size Training for Medical Image Segmentation

Standardized Medical Image Classification across Medical Disciplines

A scan-specific unsupervised method for parallel MRI reconstruction via implicit neural representation

MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation

Whole-body tumor segmentation of 18F -FDG PET/CT using a cascaded and ensembled convolutional neural networks

Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI