医学 AI - arXivDaily 专题

2308.12736 2023-11-08 cs.CV 79%

FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI

Santiago Estrada, David Kügler, Emad Bahrami, Peng Xu, Dilshad Mousa, Monique M. B. Breteler, N. Ahmad Aziz, Martin Reuter

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted in Imaging Neuroscience

2311.00548 2023-11-07 cs.CV 79%

Continual atlas-based segmentation of prostate MRI

Amin Ranem, Camila González, Daniel Pinto dos Santos, Andreas M. Bucher, Ahmed E. Othman, Anirban Mukhopadhyay

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

2301.03505 2023-11-07 cs.CV 79%

Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review

Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof

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

Comments https://www.sciencedirect.com/science/article/abs/pii/S1361841523002608

2310.20271 2023-11-06 cs.CV 79%

From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation

Ruxue Wen, Hangjie Yuan, Dong Ni, Wenbo Xiao, Yaoyao Wu

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

Comments Accepted to WACV 2024

2303.05464 2023-11-06 physics.med-ph cs.LG 79%

Resolving quantitative MRI model degeneracy with machine learning via training data distribution design

Michele Guerreri, Sean Epstein, Hojjat Azadbakht, Hui Zhang

专题命中医学影像：MRI(title,abstract)；分类 cs.LG

Comments 13 pages, 4 figures

2304.13672 2023-11-03 cs.CV 79%

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Yan Wang, Jian Cheng, Yixin Chen, Shuai Shao, Lanyun Zhu, Zhenzhou Wu, Tao Liu, Haogang Zhu

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

2311.00412 2023-11-02 cs.CV physics.med-ph 79%

Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss

Jiarui Zhu, Werxing Chen, Hongfei Sun, Shaohua Zhi, Jing Qin, Jing Cai, Ge Ren

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 32 pages,7 figures,journal

2306.05476 2023-10-31 cs.CV 79%

A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation

Yu-Jen Chen, Yiyu Shi, Tsung-Yi Ho

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2305.19413 2023-10-31 physics.med-ph eess.IV 79%

Dynamic and Rapid Deep Synthesis of Molecular MRI Signals

Dinor Nagar, Nikita Vladimirov, Christian T. Farrar, Or Perlman

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

Journal ref Sci Rep 13, 18291 (2023)

2310.17764 2023-10-30 cs.CV 79%

SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation

Vandan Gorade, Sparsh Mittal, Debesh Jha, Ulas Bagci

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

Comments Accepted at WACV 2024

2310.14842 2023-10-24 eess.IV 79%

Joint Non-Linear MRI Inversion with Diffusion Priors

Moritz Erlacher, Martin Zach

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

2310.13955 2023-10-24 cs.CV 79%

Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation

Yuyan Shi, Yichi Zhang, Shasha Wang

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

Comments Accepeted for BIBM 2023

1902.10815 2023-10-24 cs.CV 79%

Generalizing Deep Learning MRI Reconstruction across Different Domains

Cheng Ouyang, Jo Schlemper, Carlo Biffi, Gavin Seegoolam, Jose Caballero, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Accepted for ISBI2019 as a 1-page abstract

2309.12273 2023-10-23 cs.CL cs.IR cs.LG 79%

Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports

Jamie Deng, Yusen Wu, Hilary Hayssen, Brain Englum, Aman Kankaria, Minerva Mayorga-Carlin, Shalini Sahoo, John Sorkin, Brajesh Lal, Yelena Yesha, Phuong Nguyen

专题命中医学影像：radiology(title,abstract)；分类 cs.LG

Journal ref 2023 International Conference on Bioinformatics and Biomedicine (BIBM)

2310.11766 2023-10-19 cs.CV 79%

Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation

Yanyu Ye, Zhenxi Zhang, Wei Wei, Chunna Tian

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

Comments 31 pages,7 figures

2309.14819 2023-10-19 cs.CV 79%

Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation

Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yong Xia

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

2304.11135 2023-10-19 cs.CV physics.med-ph 79%

Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer

Yuzhen Ding, Hongying Feng, Yunze Yang, Jason Holmes, Zhengliang Liu, David Liu, William W. Wong, Nathan Y. Yu, Terence T. Sio, Steven E. Schild, Baoxin Li, Wei Liu

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 9 figures

2310.10963 2023-10-18 cs.CV stat.ML 79%

MRI brain tumor segmentation using informative feature vectors and kernel dictionary learning

Seyedeh Mahya Mousavi, Mohammad Mostafavi

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2310.10913 2023-10-18 physics.med-ph eess.IV physics.ins-det physics.optics 79%

Iterative Clustering Material Decomposition Aided by Empirical Spectral Correction for High-Resolution Photon-Counting Detectors in Micro-CT

Juan C. R. Luna, Mini Das

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

Comments 14 pages, 13 figures

2304.13785 2023-10-18 cs.CV 79%

Customized Segment Anything Model for Medical Image Segmentation

Kaidong Zhang, Dong Liu

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

Comments Technical report, 14 pages

2303.10987 2023-10-17 eess.IV 79%

Physics-Aware Motion Simulation for T2*-Weighted Brain MRI

Hannah Eichhorn, Kerstin Hammernik, Veronika Spieker, Samira M. Epp, Daniel Rueckert, Christine Preibisch, Julia A. Schnabel

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

Comments Submitted to SASHIMI: Simulation and Synthesis in Medical Imaging Workshop, associated with MICCAI 2023

2310.09471 2023-10-17 cs.CV 79%

Plug-and-Play Feature Generation for Few-Shot Medical Image Classification

Qianyu Guo, Huifang Du, Xing Jia, Shuyong Gao, Yan Teng, Haofen Wang, Wenqiang Zhang

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

Comments 8 pages,5 figures, Accepted to BIBM2023

2310.03870 2023-10-17 cs.CV 79%

Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series

Yingcheng Liu, Neerav Karani, Neel Dey, S. Mazdak Abulnaga, Junshen Xu, P. Ellen Grant, Esra Abaci Turk, Polina Golland

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

2305.08882 2023-10-16 eess.IV physics.med-ph physics.optics 79%

Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging

Xuebao Cai, Yuhang Tan, Ting Su, Dong Liang, Hairong Zheng, Jinyou Xu, Peiping Zhu, Yongshuai Ge

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

2310.08084 2023-10-13 cs.CV 79%

Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors

Qiuhui Chen, Haiying Lyu, Xinyue Hu, Yong Lu, Yi Hong

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

Comments arXiv admin note: text overlap with arXiv:2205.06779

2205.05188 2023-10-13 cs.CV 79%

On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction

Nafaa Nacereddine, Djemel Ziou, Aicha Baya Goumeidane

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2306.08749 2023-10-11 cs.CL cs.LG 79%

Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports

Qingqing Zhu, Tejas Sudharshan Mathai, Pritam Mukherjee, Yifan Peng, Ronald M. Summers, Zhiyong Lu

专题命中医学影像：radiology(title,abstract)；分类 cs.LG

2301.05500 2023-10-10 cs.CV 79%

RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation

Xiangyu Zhao, Zengxin Qi, Sheng Wang, Qian Wang, Xuehai Wu, Ying Mao, Lichi Zhang

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

2310.00199 2023-10-05 cs.CV 79%

DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution

Ho Hin Lee, Quan Liu, Qi Yang, Xin Yu, Shunxing Bao, Yuankai Huo, Bennett A. Landman

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

Comments 14 pages, the source code with our pre-trained model is available at this https://github.com/MASILab/deform-uxnet

2304.04429 2023-10-03 cs.CV cs.AI 79%

BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation

Tao Chen, Chenhui Wang, Hongming Shan

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

Comments 14 pages, 7 figures

Journal ref MICCAI 2023

1. 医学影像 22694 篇

FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI

Continual atlas-based segmentation of prostate MRI

Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review

From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation

Resolving quantitative MRI model degeneracy with machine learning via training data distribution design

FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation

Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss

A Novel Confidence Induced Class Activation Mapping for MRI Brain Tumor Segmentation

Dynamic and Rapid Deep Synthesis of Molecular MRI Signals

SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation

Joint Non-Linear MRI Inversion with Diffusion Priors

Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation

Generalizing Deep Learning MRI Reconstruction across Different Domains

Improving VTE Identification through Adaptive NLP Model Selection and Clinical Expert Rule-based Classifier from Radiology Reports

Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation

Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation

Deep-Learning-based Fast and Accurate 3D CT Deformable Image Registration in Lung Cancer

MRI brain tumor segmentation using informative feature vectors and kernel dictionary learning

Iterative Clustering Material Decomposition Aided by Empirical Spectral Correction for High-Resolution Photon-Counting Detectors in Micro-CT

Customized Segment Anything Model for Medical Image Segmentation

Physics-Aware Motion Simulation for T2*-Weighted Brain MRI

Plug-and-Play Feature Generation for Few-Shot Medical Image Classification

Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series

Model-driven CT reconstruction algorithm for nano-resolution X-ray phase contrast imaging

Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors

On Scale Space Radon Transform, Properties and Application in CT Image Reconstruction

Utilizing Longitudinal Chest X-Rays and Reports to Pre-Fill Radiology Reports

RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation

DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution

BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation