医学 AI - arXivDaily 专题

2503.04653 2025-07-15 cs.CV cs.IR eess.IV 88%

RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining

Tengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang, Yanfeng Wang, Weidi Xie

机构 * University of Science and Technology of China（科学技术大学）； Shanghai AI Laboratory（上海人工智能实验室）； Shanghai Jiao Tong University（上海交通大学）

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

2507.03872 2025-07-08 eess.IV cs.CV 88%

PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans

Jiacheng Hao, Xiaoming Zhang, Wei Liu, Xiaoli Yin, Yuan Gao, Chunli Li, Ling Zhang, Le Lu, Yu Shi, Xu Han, Ke Yan

机构 * School of Biomedical Engineering, Tsinghua University（清华大学生物医学工程学院）； DAMO Academy, Alibaba Group（阿里集团达摩院）； Hupan Lab（汇看实验室）； Department of Radiology, Shengjing Hospital of China Medical University（中国医科大学附属盛京医院放射科）； Department of Hepatobiliary and Pancreatic Surgery, First Affiliated Hospital of Zhejiang University（浙江大学医学院附属第一医院肝胆外科）

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

Comments MICCAI 2025 (Early Accepted)

2507.00993 2025-07-02 eess.IV cs.CV 88%

Advancing Lung Disease Diagnosis in 3D CT Scans

Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen

机构 * Fudan University（复旦大学）； The Hong Kong University of Science and Technology（香港科学与技术大学）

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

2503.07294 2025-06-26 cs.CV cs.AI cs.LG 88%

From $\mathcal{O}(n^{2})$ to $\mathcal{O}(n)$ Parameters: Quantum Self-Attention in Vision Transformers for Biomedical Image Classification

Thomas Boucher, John Whittle, Evangelos B. Mazomenos

机构 * UCL Hawkes Institute（UCL哈维斯研究所）； Department of Medical Physics and Biomedical Engineering（医学物理与生物医学工程系）； University College London（伦敦大学学院）； University College London Hospitals NHS Foundation Trust（伦敦大学学院医院国家健康服务信托基金会）； Human Physiology and Performance Laboratory (HPPL)（人体生理与表现实验室）； Centre for Peri-operative Medicine（围手术期医学中心）； Department of Targeted Intervention（精准干预系）； Division of Surgery and Interventional Science（外科与介入科学 division）

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

Comments Submitted for EMA4MICCAI 2025

2506.12106 2025-06-17 eess.IV cs.CV 88%

Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation

André Ferreira, Kunpeng Xie, Caroline Wilpert, Gustavo Correia, Felix Barajas Ordonez, Tiago Gil Oliveira, Maike Bode, Robert Siepmann, Frank Hölzle, Rainer Röhrig, Jens Kleesiek, Daniel Truhn, Jan Egger, Victor Alves, Behrus Puladi

机构 * Center Algoritmi / LASI（中心算法/拉斯伊）； Institute for AI in Medicine (IKIM)（人工智能医学研究所）； Institute of Medical Informatics（医学信息研究所）； Department of Oral and Maxillofacial Surgery（口腔和颅面外科部门）； Department of Diagnostic and Interventional Radiology（诊断和介入放射科部门）； Life and Health Sciences Research Institute (ICVS), School of Medicine（生命与健康科学研究所（ICVS），医学院）； Cancer Research Center Cologne Essen (CCCE)（科隆埃森癌症研究中心（CCCE））

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

2506.08183 2025-06-11 eess.IV cs.CV 88%

A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation

Isha Puri, David Cox

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

Journal ref 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 3590-3593

2505.12963 2025-05-20 eess.IV cs.AI cs.CV 88%

Segmentation of temporomandibular joint structures on mri images using neural networks for diagnosis of pathologies

Maksim I. Ivanov, Olga E. Mendybaeva, Yuri E. Karyakin, Igor N. Glukhikh, Aleksey V. Lebedev

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

Comments 10 pages, 10 figures

2501.04361 2025-01-09 eess.IV cs.CV 88%

A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI Data

Michal Nohel, Constantin Ulrich, Jonathan Suprijadi, Tassilo Wald, Klaus Maier-Hein

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

Comments 6 pages

2501.00619 2025-01-03 cs.CV cs.AI cs.LG 88%

A Study on Context Length and Efficient Transformers for Biomedical Image Analysis

Sarah M. Hooper, Hui Xue

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

Comments Published at ML4H 2024

2412.06599 2024-12-11 eess.IV cs.CV physics.med-ph 88%

A No-Reference Medical Image Quality Assessment Method Based on Automated Distortion Recognition Technology: Application to Preprocessing in MRI-guided Radiotherapy

Zilin Wang, Shengqi Chen, Jianrong Dai, Shirui Qin, Ying Cao, Ruiao Zhao, Guohua Wu, Yuan Tang, Jiayun Chen

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

2411.18975 2024-12-02 eess.IV cs.CV 88%

FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation

Jiashu Xu

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

Comments arXiv admin note: text overlap with arXiv:2410.02523

2402.07746 2024-11-21 eess.IV cs.CV 88%

Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning

Douwe J. Spaanderman, Martijn P. A. Starmans, Gonnie C. M. van Erp, David F. Hanff, Judith H. Sluijter, Anne-Rose W. Schut, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Grunhagen, Wiro J. Niessen, Jacob J. Visser, Stefan Klein

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

Journal ref Eur Radiol (2024)

2410.18698 2024-10-28 eess.IV cs.CV 88%

Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis

Yanguang Zhao, Long Bai, Zhaoxi Zhang, Yanan Wu, Mobarakol Islam, Hongliang Ren

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

Comments Technical Report, MICCAI 2024 BraTS-SSA Challenge Runner Up

2407.02418 2024-10-02 eess.IV cs.CV 88%

AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans

Gabriele Lozupone, Alessandro Bria, Francesco Fontanella, Frederick J. A. Meijer, Claudio De Stefano

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

Comments 21 pages, 9 figures, 9 tables

2409.05982 2024-09-11 eess.IV cs.CV 88%

Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion

Fuxin Fan, Jingna Qiu, Yixing Huang, Andreas Maier

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

2312.07381 2024-07-18 cs.CV eess.IV 88%

ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image

Hallee E. Wong, Marianne Rakic, John Guttag, Adrian V. Dalca

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

Comments Accepted by ECCV 2024. Project Website: https://scribbleprompt.csail.mit.edu Keywords: Interactive Segmentation, Medical Imaging, Segment Anything Model, SAM, Scribble Annotations, Prompt

2405.16119 2024-05-28 cs.LG eess.IV 88%

Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks

Oleh Berezsky, Petro Liashchynskyi, Oleh Pitsun, Grygoriy Melnyk

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

Comments CEUR Workshop Proceedings (CEUR-WS.org). IDDM'2023: 6th International Conference on Informatics & Data-Driven Medicine, November 17 - 19, 2023, Bratislava, Slovakia

2403.15609 2024-03-26 eess.IV cs.CV 88%

Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels

Cosmin Ciausu, Deepa Krishnaswamy, Benjamin Billot, Steve Pieper, Ron Kikinis, Andrey Fedorov

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

Comments 13 pages

2403.06227 2024-03-12 eess.IV cs.CV 88%

PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI

Peirong Liu, Oula Puonti, Annabel Sorby-Adams, William T. Kimberly, Juan E. Iglesias

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

Comments 12 pages, 6 figures

2312.12876 2023-12-21 eess.IV cs.CV 88%

COVID-19 Diagnosis: ULGFBP-ResNet51 approach on the CT and the Chest X-ray Images Classification

Vida Esmaeili, Mahmood Mohassel Feghhi, Seyed Omid Shahdi

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

Comments 16 pages, 8 figures, submitted for possible journal publication

2310.20604 2023-11-29 eess.IV cs.CV 88%

Enhanced Synthetic MRI Generation from CT Scans Using CycleGAN with Feature Extraction

Saba Nikbakhsh, Lachin Naghashyar, Morteza Valizadeh, Mehdi Chehel Amirani

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

Comments 6 pages, 5 figures

2311.14462 2023-11-27 eess.IV cs.CV 88%

CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis

Ismail Elbouknify, Afaf Bouhoute, Khalid Fardousse, Ismail Berrada, Abdelmajid Badri

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

2310.17755 2023-10-30 eess.IV cs.CV 88%

Alzheimers Disease Diagnosis by Deep Learning Using MRI-Based Approaches

Sarasadat Foroughipoor, Kimia Moradi, Hamidreza Bolhasani

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

2307.08268 2023-10-24 eess.IV cs.CV 88%

Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network

Ke Yan, Xiaoli Yin, Yingda Xia, Fakai Wang, Shu Wang, Yuan Gao, Jiawen Yao, Chunli Li, Xiaoyu Bai, Jingren Zhou, Ling Zhang, Le Lu, Yu Shi

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

Comments MICCAI 2023, code: https://github.com/alibaba-damo-academy/pixel-lesion-patient-network

2310.13250 2023-10-23 eess.IV cs.CV 88%

Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning

Guangqi Xie, Xin Li, Xiaohan Pan, Zhibo Chen

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

Comments Accepted by IEEE VCIP

1909.08942 2023-08-16 eess.IV cs.CV 88%

Synthetic CT Generation from MRI Using Improved DualGAN

Denis Prokopenko, Joël Valentin Stadelmann, Heinrich Schulz, Steffen Renisch, Dmitry V. Dylov

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

2201.07646 2023-08-14 cs.LG cs.CV 88%

A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis

Muhammad Muneeb Saad, Ruairi O'Reilly, Mubashir Husain Rehmani

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

Comments Submitted to the AI Review Journal

2305.19467 2023-06-01 eess.IV cs.CV 88%

Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model

Shaoyan Pan, Elham Abouei, Jacob Wynne, Tonghe Wang, Richard L. J. Qiu, Yuheng Li, Chih-Wei Chang, Junbo Peng, Justin Roper, Pretesh Patel, David S. Yu, Hui Mao, Xiaofeng Yang

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

2304.06229 2023-04-14 eess.IV cs.CV 88%

Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function

Muhammad Febrian Rachmadi, Charissa Poon, Henrik Skibbe

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

Comments conference

2012.14564 2023-02-27 eess.IV cs.CV 88%

Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis

Yutian Chen, Xiaowei Xu, Dewen Zeng, Yiyu Shi, Haiyun Yuan, Jian Zhuang, Yuhao Dong, Qianjun Jia, Meiping Huang

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

Comments 9 pages, 9 figures

1. 医学影像 22596 篇

RadIR: A Scalable Framework for Multi-Grained Medical Image Retrieval via Radiology Report Mining

PLUS: Plug-and-Play Enhanced Liver Lesion Diagnosis Model on Non-Contrast CT Scans

Advancing Lung Disease Diagnosis in 3D CT Scans

From $\mathcal{O}(n^{2})$ to $\mathcal{O}(n)$ Parameters: Quantum Self-Attention in Vision Transformers for Biomedical Image Classification

Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation

A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation

Segmentation of temporomandibular joint structures on mri images using neural networks for diagnosis of pathologies

A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI Data

A Study on Context Length and Efficient Transformers for Biomedical Image Analysis

A No-Reference Medical Image Quality Assessment Method Based on Automated Distortion Recognition Technology: Application to Preprocessing in MRI-guided Radiotherapy

FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation

Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning

Transferring Knowledge from High-Quality to Low-Quality MRI for Adult Glioma Diagnosis

AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans

Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion

ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image

Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks

Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels

PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI

COVID-19 Diagnosis: ULGFBP-ResNet51 approach on the CT and the Chest X-ray Images Classification

Enhanced Synthetic MRI Generation from CT Scans Using CycleGAN with Feature Extraction

CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis

Alzheimers Disease Diagnosis by Deep Learning Using MRI-Based Approaches

Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network

Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning

Synthetic CT Generation from MRI Using Improved DualGAN

A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis

Synthetic CT Generation from MRI using 3D Transformer-based Denoising Diffusion Model

Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss Function

Myocardial Segmentation of Cardiac MRI Sequences with Temporal Consistency for Coronary Artery Disease Diagnosis