医学 AI - arXivDaily 专题

2403.07219 2024-03-13 cs.CV 79%

Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery

Yike Zhang, Eduardo Davalos, Dingjie Su, Ange Lou, Jack H. Noble

专题命中医学影像：CT(title,abstract)；分类 cs.CV

2312.07846 2024-03-13 eess.IV 79%

Prompted Contextual Transformer for Incomplete-View CT Reconstruction

Chenglong Ma, Zilong Li, Junjun He, Junping Zhang, Yi Zhang, Hongming Shan

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

2403.06471 2024-03-12 cs.CV 79%

Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine

Jun-Young Oh, In-Gyu Lee, Tae-Eui Kam, Ji-Hoon Jeong

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

2307.12577 2024-03-12 cs.CV 79%

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports

Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang

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

Comments Accepted by ICCV 2023

2403.05780 2024-03-12 cs.CV 79%

uniGradICON: A Foundation Model for Medical Image Registration

Lin Tian, Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Raul San Jose Estepar, Sylvain Bouix, Richard Rushmore, Marc Niethammer

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

2403.05687 2024-03-12 cs.CV 79%

Scene Graph Aided Radiology Report Generation

Jun Wang, Lixing Zhu, Abhir Bhalerao, Yulan He

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

Comments 14 pages, four figures with supplementary file

2311.14339 2024-03-07 cs.CV 79%

Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models

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

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

Comments Accepted for publication in IEEE ISBI 2024

2402.02649 2024-03-06 cs.CV 79%

Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation

Suraj Mishra, Danny Z. Chen

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

2307.14288 2024-03-05 cs.CV 79%

US \& MRI Image Fusion Based on Markerless Skin Registration

Martina Paccini, Giacomo Paschina, Stefano De Beni, Andrei Stefanov, Velizar Kolev, Giuseppe Patanè

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

2307.13220 2024-02-29 eess.IV cs.AI physics.med-ph 79%

One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction

Zi Wang, Xiaotong Yu, Chengyan Wang, Weibo Chen, Jiazheng Wang, Ying-Hua Chu, Hongwei Sun, Rushuai Li, Peiyong Li, Fan Yang, Haiwei Han, Taishan Kang, Jianzhong Lin, Chen Yang, Shufu Chang, Zhang Shi, Sha Hua, Yan Li, Juan Hu, Liuhong Zhu, Jianjun Zhou, Meijing Lin, Jiefeng Guo, Congbo Cai, Zhong Chen, Di Guo, Guang Yang, Xiaobo Qu

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

Comments 38 pages, 19 figures, 5 tables

2202.00055 2024-02-29 eess.SP 79%

Cardiac and respiratory motion extraction for MRI using Pilot Tone-a patient study

Chong Chen, Yingmin Liu, Orlando P. Simonetti, Matthew Tong, Ning Jin, Mario Bacher, Peter Speier, Rizwan Ahmad

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

2402.16921 2024-02-28 eess.IV 79%

Sparse2Inverse: Self-supervised inversion of sparse-view CT data

Nadja Gruber, Johannes Schwab, Elke Gizewski, Markus Haltmeier

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

2402.14611 2024-02-28 cs.CV 79%

Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation

Jamshid Hassanpour, Vinkle Srivastav, Didier Mutter, Nicolas Padoy

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

Comments Accepted at at ISBI-2024 (https://biomedicalimaging.org/2024/). 4 pages, 2 figures, 2 tables

2211.08584 2024-02-28 cs.CL cs.LG 79%

Toward expanding the scope of radiology report summarization to multiple anatomies and modalities

Zhihong Chen, Maya Varma, Xiang Wan, Curtis Langlotz, Jean-Benoit Delbrouck

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

Journal ref Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). 2023

2402.16212 2024-02-27 eess.IV 79%

Photon-counting CT using a Conditional Diffusion Model for Super-resolution and Texture-preservation

Christopher Wiedeman, Chuang Niu, Mengzhou Li, Bruno De Man, Jonathan S Maltz, Ge Wang

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

Comments 5 pages, 4 figures

2402.15687 2024-02-27 cs.CV cs.AI 79%

General Purpose Image Encoder DINOv2 for Medical Image Registration

Xinrui Song, Xuanang Xu, Pingkun Yan

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

2311.14986 2024-02-27 cs.CV 79%

SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation

Lin Tian, Zi Li, Fengze Liu, Xiaoyu Bai, Jia Ge, Le Lu, Marc Niethammer, Xianghua Ye, Ke Yan, Daikai Jin

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

2402.11497 2024-02-20 cs.CV 79%

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training

Jian Wang, Xin Yang, Xiaohong Jia, Wufeng Xue, Rusi Chen, Yanlin Chen, Xiliang Zhu, Lian Liu, Yan Cao, Jianqiao Zhou, Dong Ni, Ning Gu

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

Comments The article has been accepted by the journal of Computers in Biology and Medicine

2402.09604 2024-02-19 cs.CV cs.AI 79%

Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation

Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski

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

Comments Code and pre-trained weights: https://github.com/mazurowski-lab/single-image-test-time-adaptation

2402.10223 2024-02-19 cs.RO cs.CV math.OC 79%

Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation

Linda-Sophie Schneider, Gabriel Herl, Andreas Maier

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Preprint

2402.09569 2024-02-16 cs.CV 79%

Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study

Andrew M. Nguyen, Jianfei Liu, Tejas Sudharshan Mathai, Peter C. Grayson, Ronald M. Summers

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted at SPIE Medical Imaging 2024

2402.08793 2024-02-15 cs.CV 79%

BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation

Omid Nejati Manzari, Javad Mirzapour Kaleybar, Hooman Saadat, Shahin Maleki

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

2203.00361 2024-02-14 eess.IV physics.med-ph 79%

Scan-specific Self-supervised Bayesian Deep Non-linear Inversion for Undersampled MRI Reconstruction

Andrew P. Leynes, Nikhil Deveshwar, Srikantan S. Nagarajan, Peder E. Z. Larson

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

Journal ref IEEE Trans Med Imaging, Published Online (Early View) 09 February 2024

2402.07119 2024-02-13 cs.CV cs.NE 79%

Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation

Binyan Hu, A. K. Qin

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

2305.12570 2024-02-13 physics.med-ph cs.CV 79%

Generalizable synthetic MRI with physics-informed convolutional networks

Luuk Jacobs, Stefano Mandija, Hongyan Liu, Cornelis A. T. van den Berg, Alessandro Sbrizzi, Matteo Maspero

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 23 pages, 7 figures, 1 table. Presented at ISMRM 2022. Will be submitted to NMR in biomedicine

Journal ref Med Phys. (2023)

2307.08138 2024-02-07 eess.IV stat.AP stat.CO 79%

Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI

William Consagra, Lipeng Ning, Yogesh Rathi

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

Comments code available on request

2402.02125 2024-02-06 eess.IV 79%

DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI

Sadhana S, Sriprabha Ramanarayanan, Arunima Sarkar, Matcha Naga Gayathri, Keerthi Ram, Mohanasankar Sivaprakasam

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

Comments Accepted at IEEE ISBI 2024

2312.08594 2024-02-05 cs.CV 79%

CT-MVSNet: Efficient Multi-View Stereo with Cross-scale Transformer

Sicheng Wang, Hao Jiang, Lei Xiang

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Accepted at the 30th International Conference on Multimedia Modeling(MMM'24 Oral)

2303.10333 2024-02-05 cs.CV 79%

HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation

Zhaohu Xing, Lei Zhu, Lequan Yu, Zhiheng Xing, Liang Wan

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

Comments 10 pages, submitted to TMI

2402.00967 2024-02-05 eess.IV 79%

MACE CT Reconstruction for Modular Material Decomposition from Energy Resolving Photon-Counting Data

Natalie M. Jadue, Madhuri Nagare, Jonathan S. Maltz, Gregery T. Buzzard, Charles A. Bouman

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

Comments 11 pages, 10 figures, submitted to SPIE Medical Imaging 2024

1. 医学影像 22681 篇

Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery

Prompted Contextual Transformer for Incomplete-View CT Reconstruction

Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports

uniGradICON: A Foundation Model for Medical Image Registration

Scene Graph Aided Radiology Report Generation

Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models

Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation

US \& MRI Image Fusion Based on Markerless Skin Registration

One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction

Cardiac and respiratory motion extraction for MRI using Pilot Tone-a patient study

Sparse2Inverse: Self-supervised inversion of sparse-view CT data

Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation

Toward expanding the scope of radiology report summarization to multiple anatomies and modalities

Photon-counting CT using a Conditional Diffusion Model for Super-resolution and Texture-preservation

General Purpose Image Encoder DINOv2 for Medical Image Registration

SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation

Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training

Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation

Integer Optimization of CT Trajectories using a Discrete Data Completeness Formulation

Automated Plaque Detection and Agatston Score Estimation on Non-Contrast CT Scans: A Multicenter Study

BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation

Scan-specific Self-supervised Bayesian Deep Non-linear Inversion for Undersampled MRI Reconstruction

Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation

Generalizable synthetic MRI with physics-informed convolutional networks

Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI

DCE-FORMER: A Transformer-based Model With Mutual Information And Frequency-based Loss Functions For Early And Late Response Prediction In Prostate DCE-MRI

CT-MVSNet: Efficient Multi-View Stereo with Cross-scale Transformer

HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation

MACE CT Reconstruction for Modular Material Decomposition from Energy Resolving Photon-Counting Data