医学 AI - arXivDaily 专题

2307.03157 2024-04-17 cs.CV cs.CY cs.LG 76%

Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation

Janet Wang, Yunbei Zhang, Zhengming Ding, Jihun Hamm

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

2404.06941 2024-04-11 eess.IV cs.CV 76%

Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach

Anam Hashmi, Julia Dietlmeier, Kathleen M. Curran, Noel E. O'Connor

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments This paper has been submitted for the 32nd European Signal Processing Conference EUSIPCO 2024 in Lyon

2403.20112 2024-04-01 cs.CV cs.LG 76%

Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning

David Vázquez-Lema, Eduardo Mosqueira-Rey, Elena Hernández-Pereira, Carlos Fernández-Lozano, Fernando Seara-Romera, Jorge Pombo-Otero

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

2403.13996 2024-03-22 eess.IV cs.CV 76%

P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI

Xiaoling Hu, Annabel Sorby-Adams, Frederik Barkhof, W Taylor Kimberly, Oula Puonti, Juan Eugenio Iglesias

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments 11 pages, 4 figures

2311.14918 2024-03-20 eess.IV cs.CV 76%

Resolution- and Stimulus-agnostic Super-Resolution of Ultra-High-Field Functional MRI: Application to Visual Studies

Hongwei Bran Li, Matthew S. Rosen, Shahin Nasr, Juan Eugenio Iglesias

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments ISBI2024 final version

2403.07800 2024-03-19 eess.IV cs.CV 76%

BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives

Ivo M. Baltruschat, Parvaneh Janbakhshi, Matthias Lenga

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments minor changes, to be published as part of the 9th BrainLes: International MICCAI Brain Lesion Workshop

2305.00385 2024-03-19 eess.IV cs.CV 76%

Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI

Yuheng Li, Jacob Wynne, Jing Wang, Richard L. J. Qiu, Justin Roper, Shaoyan Pan, Ashesh B. Jani, Tian Liu, Pretesh R. Patel, Hui Mao, Xiaofeng Yang

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2403.09827 2024-03-18 eess.IV cs.CV 76%

FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images

Yiqing Shen, Jingxing Li, Xinyuan Shao, Blanca Inigo Romillo, Ankush Jindal, David Dreizin, Mathias Unberath

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

2403.09672 2024-03-18 cs.CV cs.LG 76%

COMPRER: A Multimodal Multi-Objective Pretraining Framework for Enhanced Medical Image Representation

Guy Lutsker, Hagai Rossman, Nastya Godiva, Eran Segal

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

2402.02498 2024-03-18 eess.IV cs.AI cs.CV 76%

Fully Differentiable Correlation-driven 2D/3D Registration for X-ray to CT Image Fusion

Minheng Chen, Zhirun Zhang, Shuheng Gu, Zhangyang Ge, Youyong Kong

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

Comments ISBI 2024

2402.16619 2024-02-27 eess.IV cs.CV physics.med-ph 76%

Magnetic resonance delta radiomics to track radiation response in lung tumors receiving stereotactic MRI-guided radiotherapy

Yining Zha, Benjamin H. Kann, Zezhong Ye, Anna Zapaishchykova, John He, Shu-Hui Hsu, Jonathan E. Leeman, Kelly J. Fitzgerald, David E. Kozono, Raymond H. Mak, Hugo J. W. L. Aerts

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2211.09887 2024-02-27 eess.IV cs.LG physics.med-ph 76%

Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI data

Leevi Kerkelä, Kiran Seunarine, Filip Szczepankiewicz, Chris A. Clark

专题命中医学影像：MRI(title)；分类 cs.LG、eess.IV

2402.10728 2024-02-19 eess.IV cs.CV 76%

Semi-weakly-supervised neural network training for medical image registration

Yiwen Li, Yunguan Fu, Iani J. M. B. Gayo, Qianye Yang, Zhe Min, Shaheer U. Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Dean C. Barratt, Victor A. Prisacariu, Yipeng Hu

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

2402.04419 2024-02-08 eess.IV cs.LG 76%

What limits performance of weakly supervised deep learning for chest CT classification?

Fakrul Islam Tushar, Vincent M. D'Anniballe, Geoffrey D. Rubin, Joseph Y. Lo

专题命中医学影像：CT(title)；分类 cs.LG、eess.IV

Comments 16 pages , 8 figures. arXiv admin note: text overlap with arXiv:2202.11709

2402.03695 2024-02-07 eess.IV cs.CV 76%

ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation

Nishchal Sapkota, Yejia Zhang, Susan M. Motch Perrine, Yuhan Hsi, Sirui Li, Meng Wu, Greg Holmes, Abdul R. Abdulai, Ethylin W. Jabs, Joan T. Richtsmeier, Danny Z Chen

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

Comments Published in ISBI 2024

2203.12476 2024-01-30 eess.IV cs.CV 76%

Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction

Minghui Wu, Yangdi Xu, Yingying Xu, Guangwei Wu, Qingqing Chen, Hongxiang Lin

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

Comments 5 pages, 4 figures, 1 table. Accepted to ICASSP 2024

2307.01410 2024-01-25 eess.IV eess.SP 76%

Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Rapid Multiparametric Quantitative MRI Using 3D-QALAS

Yohan Jun, Yamin Arefeen, Jaejin Cho, Shohei Fujita, Xiaoqing Wang, P. Ellen Grant, Borjan Gagoski, Camilo Jaimes, Michael S. Gee, Berkin Bilgic

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

Comments 24 figures, 4 tables

2302.14240 2024-01-25 eess.IV eess.SP 76%

SSL-QALAS: Self-Supervised Learning for Rapid Multiparameter Estimation in Quantitative MRI Using 3D-QALAS

Yohan Jun, Jaejin Cho, Xiaoqing Wang, Michael Gee, P. Ellen Grant, Berkin Bilgic, Borjan Gagoski

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

Comments 18 figures, 4 tables

2303.15065 2024-01-08 eess.IV cs.CV 76%

Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations

Julian McGinnis, Suprosanna Shit, Hongwei Bran Li, Vasiliki Sideri-Lampretsa, Robert Graf, Maik Dannecker, Jiazhen Pan, Nil Stolt Ansó, Mark Mühlau, Jan S. Kirschke, Daniel Rueckert, Benedikt Wiestler

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2312.12246 2023-12-20 cs.CV cs.LG 76%

MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept

Asbjørn Munk, Ao Ma, Mads Nielsen

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

Comments Published at NLDL 2024

2312.02017 2023-12-05 eess.IV cs.CV physics.med-ph 76%

A multi-channel cycleGAN for CBCT to CT synthesis

Chelsea A. H. Sargeant, Edward G. A. Henderson, Dónal M. McSweeney, Aaron G. Rankin, Denis Page

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

Comments RRRocket_Lollies submission for the Synthesizing computed tomography for radiotherapy (SynthRAD2023) Challenge at MICCAI 2023

2311.18281 2023-12-01 eess.IV cs.CV 76%

Utilizing Radiomic Feature Analysis For Automated MRI Keypoint Detection: Enhancing Graph Applications

Sahar Almahfouz Nasser, Shashwat Pathak, Keshav Singhal, Mohit Meena, Nihar Gupte, Ananya Chinmaya, Prateek Garg, Amit Sethi

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

2311.13978 2023-11-27 cs.LG eess.IV 76%

MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis

Adam Byfield, William Poulett, Ben Wallace, Anusha Jose, Shatakshi Tyagi, Smita Shembekar, Adnan Qayyum, Junaid Qadir, Muhammad Bilal

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

2311.11065 2023-11-21 eess.IV cs.CV 76%

Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques

Leon Hamnett, Mary Adewunmi, Modinat Abayomi, Kayode Raheem, Fahad Ahmed

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

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 15 pages

2308.13488 2023-11-14 eess.IV cs.AI cs.CV physics.med-ph 76%

Temporal Uncertainty Localization to Enable Human-in-the-loop Analysis of Dynamic Contrast-enhanced Cardiac MRI Datasets

Dilek M. Yalcinkaya, Khalid Youssef, Bobak Heydari, Orlando Simonetti, Rohan Dharmakumar, Subha Raman, Behzad Sharif

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments Accepted for publication in MICCAI 2023

2308.03723 2023-10-23 cs.LG cs.AI cs.CV 76%

Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation

McKell Woodland, Nihil Patel, Mais Al Taie, Joshua P. Yung, Tucker J. Netherton, Ankit B. Patel, Kristy K. Brock

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

Comments This preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution is published in the proceedings of UNSURE 2023, Lecture Notes in Computer Science, vol 14291, and is available online at https://doi.org/10.1007/978-3-031-44336-7_15

Journal ref In: UNSURE 2023. LNCS, vol 14291. Springer, Cham (2023)

2310.12405 2023-10-20 eess.IV cs.CV 76%

LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising

Dayang Wang, Yongshun Xu, Shuo Han, Zhan Wu, Li Zhou, Bahareh Morovati, Hengyong Yu

专题命中医学影像：CT(title)；分类 cs.CV、eess.IV

2303.07853 2023-09-21 cs.CV cs.LG 76%

ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images

Bharath Srinivas Prabakaran, Erik Ostrowski, Muhammad Shafique

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

Comments Accepted for Publication at the International Symposium on Visual Computing (ISVC), October 2023, Lake Tahoe, NV, USA

2308.06889 2023-09-18 eess.IV cs.CV 76%

Robustness Stress Testing in Medical Image Classification

Mobarakol Islam, Zeju Li, Ben Glocker

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

Comments 11 pages

2308.08210 2023-08-24 eess.IV cs.CV 76%

Neural Spherical Harmonics for structurally coherent continuous representation of diffusion MRI signal

Tom Hendriks, Anna Vilanova, Maxime Chamberland

专题命中医学影像：MRI(title)；分类 cs.CV、eess.IV

Comments 12 pages, 6 figures, accepted for cdMRI workshop at MICCAI 2023 Updated to fix typo in author name (Villanova -> Vilanova)

1. 医学影像 22768 篇

Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation

Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach

Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning

P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI

Resolution- and Stimulus-agnostic Super-Resolution of Ultra-High-Field Functional MRI: Application to Visual Studies

BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives

Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI

FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images

COMPRER: A Multimodal Multi-Objective Pretraining Framework for Enhanced Medical Image Representation

Fully Differentiable Correlation-driven 2D/3D Registration for X-ray to CT Image Fusion

Magnetic resonance delta radiomics to track radiation response in lung tumors receiving stereotactic MRI-guided radiotherapy

Spherical convolutional neural networks can improve brain microstructure estimation from diffusion MRI data

Semi-weakly-supervised neural network training for medical image registration

What limits performance of weakly supervised deep learning for chest CT classification?

ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation

Stable Optimization for Large Vision Model Based Deep Image Prior in Cone-Beam CT Reconstruction

Zero-DeepSub: Zero-Shot Deep Subspace Reconstruction for Rapid Multiparametric Quantitative MRI Using 3D-QALAS

SSL-QALAS: Self-Supervised Learning for Rapid Multiparameter Estimation in Quantitative MRI Using 3D-QALAS

Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations

MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept

A multi-channel cycleGAN for CBCT to CT synthesis

Utilizing Radiomic Feature Analysis For Automated MRI Keypoint Detection: Enhancing Graph Applications

MedISure: Towards Assuring Machine Learning-based Medical Image Classifiers using Mixup Boundary Analysis

Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques

Temporal Uncertainty Localization to Enable Human-in-the-loop Analysis of Dynamic Contrast-enhanced Cardiac MRI Datasets

Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation

LoMAE: Low-level Vision Masked Autoencoders for Low-dose CT Denoising

ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images

Robustness Stress Testing in Medical Image Classification

Neural Spherical Harmonics for structurally coherent continuous representation of diffusion MRI signal