医学 AI - arXivDaily 专题

2310.10209 2023-10-17 eess.IV cs.CV cs.LG 82%

Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model

Junpeng Tan, Xin Zhang, Yao Lv, Xiangmin Xu, Gang Li

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

2302.08861 2023-10-17 eess.IV cs.CV cs.LG 82%

AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI

Marlon E. Bran Lorenzana, Shekhar S. Chandra, Feng Liu

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

2310.06557 2023-10-11 eess.IV cs.CV cs.LG 82%

Data efficient deep learning for medical image analysis: A survey

Suruchi Kumari, Pravendra Singh

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

Comments Under Review

2309.13777 2023-10-06 eess.IV cs.CV cs.LG 82%

Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI

Matthew G. French, Gonzalo D. Maso Talou, Thiranja P. Babarenda Gamage, Martyn P. Nash, Poul M. Nielsen, Anthony J. Doyle, Juan Eugenio Iglesias, Yaël Balbastre, Sean I. Young

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

2308.16738 2023-10-06 eess.IV cs.CV cs.LG 82%

SFUSNet: A Spatial-Frequency domain-based Multi-branch Network for diagnosis of Cervical Lymph Node Lesions in Ultrasound Images

Yubiao Yue, Jun Xue, Haihua Liang, Bingchun Luo, Zhenzhang Li

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

2309.16210 2023-09-29 eess.IV cs.CV cs.LG 82%

Abdominal multi-organ segmentation in CT using Swinunter

Mingjin Chen, Yongkang He, Yongyi Lu

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

Comments 8pages. arXiv admin note: text overlap with arXiv:2201.01266 by other authors

2309.14591 2023-09-27 eess.IV cs.CV cs.LG 82%

Applications of Sequential Learning for Medical Image Classification

Sohaib Naim, Brian Caffo, Haris I Sair, Craig K Jones

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

2309.13872 2023-09-26 eess.IV cs.CV cs.LG 82%

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images

Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya

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

Comments 8 Pages, 6 figures, Accepted at IEEE DICTA 2023

2309.13553 2023-09-26 eess.IV cs.CV cs.LG 82%

Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images

Shadab Ahamed, Arman Rahmim

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

Comments AutoPET-II challenge (2023)

2303.17956 2023-09-21 eess.IV cs.CV cs.LG 82%

Ensemble Methods for Multi-Organ Segmentation in CT Series

Leonardo Crespi, Paolo Roncaglioni, Damiano Dei, Ciro Franzese, Nicola Lambri, Daniele Loiacono, Pietro Mancosu, Marta Scorsetti

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

2303.17941 2023-09-21 eess.IV cs.CV cs.LG 82%

Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

Leonardo Crespi, Mattia Portanti, Daniele Loiacono

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

2205.04766 2023-09-20 eess.IV cs.AI cs.CV cs.LG 82%

Explainable Deep Learning Methods in Medical Image Classification: A Survey

Cristiano Patrício, João C. Neves, Luís F. Teixeira

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

Comments Accepted for publication in ACM Computing Surveys

2304.07097 2023-09-15 eess.IV cs.CV cs.LG 82%

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images

Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee

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

Comments Accepted at the Specialist Group on Artificial Intelligence, SGAI 2023, conference

2309.00569 2023-09-04 eess.IV cs.CV cs.LG 82%

Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease

Fernando Vega, Abdoljalil Addeh, M. Ethan MacDonald

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

Comments Abstract submitted and presented to the International Society of Magnetic Resonance in Medicine (ISMRM 2023), Toronto, Canada

2307.14729 2023-08-23 eess.IV cs.CV cs.LG 82%

Understanding Silent Failures in Medical Image Classification

Till J. Bungert, Levin Kobelke, Paul F. Jaeger

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

Comments Accepted at MICCAI 23

2305.16376 2023-08-23 eess.IV cs.CV cs.LG 82%

Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction

Tobias Weber, Michael Ingrisch, Bernd Bischl, David Rügamer

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

Comments accepted at WACV 2024

2308.08465 2023-08-17 eess.IV cs.CV cs.LG 82%

Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks

Xinyu Bai, Wenjia Bai

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

Comments 8 pages, 3 figures

2308.07885 2023-08-16 eess.IV cs.CV cs.LG 82%

The Challenge of Fetal Cardiac MRI Reconstruction Using Deep Learning

Denis Prokopenko, Kerstin Hammernik, Thomas Roberts, David F A Lloyd, Daniel Rueckert, Joseph V Hajnal

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

2308.05129 2023-08-11 eess.IV cs.CV cs.CY cs.LG 82%

Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?

Nina Weng, Siavash Bigdeli, Eike Petersen, Aasa Feragen

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

2308.04551 2023-08-10 eess.IV cs.CV cs.LG 82%

Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining

Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Cristian A. Linte

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

Comments Accepted at MICCAI 2023 DEMI Workshop

2308.02631 2023-08-08 eess.IV cs.CV cs.LG 82%

Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction

Paul Fischer, Thomas Küstner, Christian F. Baumgartner

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

2308.02009 2023-08-07 physics.med-ph 82%

Image registration of an electromagnetic tracking enabled afterloader and CT using a phantom for the quality control of implant reconstruction

Isaac Neri Gomez-Sarmiento, Daline Tho, Christopher Dürrbeck, Wim de Jager, Denis Laurendeau, Luc Beaulieu

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

2307.12790 2023-07-25 eess.IV cs.CV cs.LG 82%

Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification

Aryan Singh, Pepijn Van de Ven, Ciarán Eising, Patrick Denny

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

Journal ref Proceedings of the Irish Machine Vision and Image Processing Conference 2023

2307.11980 2023-07-25 eess.IV cs.CV cs.LG 82%

Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model

Dayang Wang, Srivathsa Pasumarthi, Greg Zaharchuk, Ryan Chamberlain

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

Comments Accepted in MICCAI 2023

2307.11960 2023-07-25 eess.IV cs.CV cs.LG 82%

DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

Haonan Wang, Xiaomeng Li

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

Comments Accepted at MICCAI2023

2307.11397 2023-07-24 eess.IV cs.AI cs.CV cs.LG math.PR 82%

Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation

Arne Schmidt, Pablo Morales-Álvarez, Rafael Molina

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

Comments 13 pages, 5 figures

2305.01146 2023-07-21 cs.CL 82%

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models

Dave Van Veen, Cara Van Uden, Maayane Attias, Anuj Pareek, Christian Bluethgen, Malgorzata Polacin, Wah Chiu, Jean-Benoit Delbrouck, Juan Manuel Zambrano Chaves, Curtis P. Langlotz, Akshay S. Chaudhari, John Pauly

专题命中医学影像：radiology(title,abstract)；biomedical(abstract)

Comments 12 pages, 10 figures. Published in ACL BioNLP. Compared to v1, v2 includes minor edits and one additional figure in the appendix. Compared to v2, v3 includes a link to the project's GitHub repository

2307.09547 2023-07-20 eess.SP cs.LG eess.IV 82%

DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI

Hasan Atakan Bedel, Tolga Çukur

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

2307.06771 2023-07-14 eess.IV cs.CV cs.LG 82%

Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks

Sriprabha Ramanarayanan, Arun Palla, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted for publication in Elsevier Applied Soft Computing Journal, 36 pages, 18 figures

2307.04390 2023-07-12 eess.IV cs.CV cs.LG 82%

CT-based Subchondral Bone Microstructural Analysis in Knee Osteoarthritis via MR-Guided Distillation Learning

Yuqi Hu, Xiangyu Zhao, Gaowei Qing, Kai Xie, Chenglei Liu, Lichi Zhang

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

Comments 5 figures, 4 tables

1. 医学影像 22681 篇

Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model

AliasNet: Alias Artefact Suppression Network for Accelerated Phase-Encode MRI

Data efficient deep learning for medical image analysis: A survey

Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI

SFUSNet: A Spatial-Frequency domain-based Multi-branch Network for diagnosis of Cervical Lymph Node Lesions in Ultrasound Images

Abdominal multi-organ segmentation in CT using Swinunter

Applications of Sequential Learning for Medical Image Classification

Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images

Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images

Ensemble Methods for Multi-Organ Segmentation in CT Series

Comparing Adversarial and Supervised Learning for Organs at Risk Segmentation in CT images

Explainable Deep Learning Methods in Medical Image Classification: A Survey

Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images

Amyloid-Beta Axial Plane PET Synthesis from Structural MRI: An Image Translation Approach for Screening Alzheimer's Disease

Understanding Silent Failures in Medical Image Classification

Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction

Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks

The Challenge of Fetal Cardiac MRI Reconstruction Using Deep Learning

Are Sex-based Physiological Differences the Cause of Gender Bias for Chest X-ray Diagnosis?

Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining

Uncertainty Estimation and Propagation in Accelerated MRI Reconstruction

Image registration of an electromagnetic tracking enabled afterloader and CT using a phantom for the quality control of implant reconstruction

Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification

Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model

DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation

RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models

DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI

Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks

CT-based Subchondral Bone Microstructural Analysis in Knee Osteoarthritis via MR-Guided Distillation Learning