医学 AI - arXivDaily 专题

2406.13625 2024-10-23 cs.CV cs.AI physics.med-ph 80%

Enhance the Image: Super Resolution using Artificial Intelligence in MRI

Ziyu Li, Zihan Li, Haoxiang Li, Qiuyun Fan, Karla L. Miller, Wenchuan Wu, Akshay S. Chaudhari, Qiyuan Tian

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments A book chapter in Machine Learning in MRI: From methods to clinical translation

2206.03111 2024-10-14 cs.CV 80%

Medical Image Registration via Neural Fields

Shanlin Sun, Kun Han, Chenyu You, Hao Tang, Deying Kong, Junayed Naushad, Xiangyi Yan, Haoyu Ma, Pooya Khosravi, James S. Duncan, Xiaohui Xie

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

Journal ref Medical Image Analysis 97 (2024): 103249

2409.12522 2024-09-20 cs.CV 80%

Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation

Zhikai Wei, Wenhui Dong, Peilin Zhou, Yuliang Gu, Zhou Zhao, Yongchao Xu

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

Comments Accepted by the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024)

2409.04768 2024-09-10 cs.CV 80%

Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis

Qiang Qiao, Wenyu Wang, Meixia Qu, Kun Su, Bin Jiang, Qiang Guo

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

Comments 11 pages, 4 figures, Medical Image Computing and Computer Assisted Intervention 2024

2409.03228 2024-09-06 cs.CV 80%

Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation

Xixi Jiang, Dong Zhang, Xiang Li, Kangyi Liu, Kwang-Ting Cheng, Xin Yang

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

Comments Accepted by Medical Image Analysis

2409.00917 2024-09-05 cs.CV 80%

Large Scale Unsupervised Brain MRI Image Registration Solution for Learn2Reg 2024

Yuxi Zhang, Xiang Chen, Jiazheng Wang, Min Liu, Yaonan Wang, Dongdong Liu, Renjiu Hu, Hang Zhang

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

Comments MICCAI Learn2Reg 2024 Challenge & WBIR 2024 Workshop on Biomedical Imaging Registration

2403.00396 2024-09-02 cs.CV cs.AI 80%

GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation

Athanasios Tragakis, Qianying Liu, Chaitanya Kaul, Swalpa Kumar Roy, Hang Dai, Fani Deligianni, Roderick Murray-Smith, Daniele Faccio

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

Journal ref 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

2408.02792 2024-08-07 cs.CV 80%

Lesion Elevation Prediction from Skin Images Improves Diagnosis

Kumar Abhishek, Ghassan Hamarneh

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

Comments Medical Image Computing and Computer-Assisted Intervention (MICCAI) ISIC Skin Image Analysis Workshop (MICCAI ISIC) 2024; 12 pages, 2 tables, 4 figures

2406.18063 2024-06-27 physics.med-ph eess.IV 80%

Data-driven imaging geometric recovery of ultrahigh resolution robotic micro-CT for in-vivo and other applications

Mengzhou Li, Guibin Zan, Wenbin Yun, Josef Uher, John Wen, Ge Wang

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

Comments 4-page paper for 8th International Conference on Computational and Mathematical Biomedical Engineering

2312.07273 2024-06-14 cs.CV 80%

Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images

Tuan Truong, Farnaz Khun Jush, Matthias Lenga

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

Comments Accepted to International Symposium on Biomedical Imaging 2024, Athens, Greece

2307.02100 2024-06-10 cs.CV 80%

MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets

Siyi Du, Nourhan Bayasi, Ghassan Hamarneh, Rafeef Garbi

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

Comments 10 pages, 2 figures, accepted by 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023)

2403.16499 2024-04-09 cs.CV 80%

Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes

Tianwei Zhang, Dong Wei, Mengmeng Zhu, Shi Gu, Yefeng Zheng

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

Comments Medical Image Analysis

2307.12429 2024-03-22 cs.CV 80%

SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings

Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Danny Z. Chen

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

Comments Accepted to the 2023 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'23)

2310.14230 2024-03-14 cs.CV 80%

A comprehensive survey on deep active learning in medical image analysis

Haoran Wang, Qiuye Jin, Shiman Li, Siyu Liu, Manning Wang, Zhijian Song

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

Comments More papers and contents of medical image analysis & performance analysis on medical imaging datasets with experiments

2402.18383 2024-03-07 cs.CV 80%

Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study

Xuzhe Zhang, Elsa D. Angelini, Eric A. Hoffman, Karol E. Watson, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine

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

Comments 5 pages, 5 figures. Accepted to IEEE International Symposium on Biomedical Imaging 2024 (ISBI 2024). Camera-ready version

2211.01412 2024-03-05 cs.CV 80%

CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation

Jun Wang, Abhir Bhalerao, Terry Yin, Simon See, Yulan He

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

Comments Accepted to IEEE Journal of Biomedical and Health Informatics (IJBHI). 13 pages, 8 figures

2311.17154 2023-11-30 cs.CL cs.AI cs.CY cs.LG 80%

Pragmatic Radiology Report Generation

Dang Nguyen, Chacha Chen, He He, Chenhao Tan

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

Comments 18 pages, 1 figure, 18 tables. Code at https://github.com/ChicagoHAI/llm_radiology

2311.15087 2023-11-28 cs.CV 80%

X-Ray to CT Rigid Registration Using Scene Coordinate Regression

Pragyan Shrestha, Chun Xie, Hidehiko Shishido, Yuichi Yoshii, Itary Kitahara

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

Journal ref Medical Image Computing and Computer Assisted Intervention MICCAI 2023. Lecture Notes in Computer Science, vol 14229

2309.09812 2023-11-07 cs.CV 80%

R2GenGPT: Radiology Report Generation with Frozen LLMs

Zhanyu Wang, Lingqiao Liu, Lei Wang, Luping Zhou

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

Comments Accepted by meta-radiology

2310.06962 2023-10-12 physics.med-ph eess.IV 80%

Open-source Pulseq sequences on Philips MRI scanners

Thomas H. M. Roos, Edwin Versteeg, Dennis W. J. Klomp, Jeroen C. W. Siero, Jannie P. Wijnen

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

Comments 15 pages, 4 figures and one table. Code for the MRI scanners will be made available for other research sites, through the vendor's code repository and forum, linked at http://openmr.nl/

2302.01031 2023-09-12 eess.IV 80%

Local Implicit Neural Representations for Multi-Sequence MRI Translation

Yunjie Chen, Marius Staring, Jelmer M. Wolterink, Qian Tao

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

Journal ref 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, pp. 1-5

2301.07670 2023-09-12 cs.CV 80%

Active learning for medical image segmentation with stochastic batches

Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert

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

Comments Accepted to Medical Image Analysis, 17 pages

2308.14133 2023-08-29 cs.CV cs.AI 80%

Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars

Weijia Feng, Lingting Zhu, Lequan Yu

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

Comments Accepted by Brain Lesion (BrainLes) workshop of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI BrainLes 2023). 10 pages, 3 figures

2307.16660 2023-08-01 cs.CV 80%

Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training

Negin Ghamsarian, Javier Gamazo Tejero, Pablo Márquez Neila, Sebastian Wolf, Martin Zinkernagel, Klaus Schoeffmann, Raphael Sznitman

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

Comments 11 pages, 5 figures, accepted at 26th international conference on Medical Image Computing & Computer Assisted Intervention (MICCAI 2023)

2209.07170 2023-06-21 eess.SP 80%

Bayesian Optimization of Sampling Densities in MRI

Alban Gossard, Frédéric de Gournay, Pierre Weiss

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

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2023)

2206.14409 2023-04-20 cs.CV cs.AI 80%

BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation

Xian Lin, Li Yu, Kwang-Ting Cheng, Zengqiang Yan

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

Comments Accepted by IEEE Journal of Biomedical and Health Informatics The source code is publicly available at https://github.com/xianlin7/BATFormer

2210.04227 2023-03-21 cs.CV 80%

Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images

Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng

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

Comments Accepted to Medical Image Analysis, 2023

2303.01710 2023-03-06 cs.CV 80%

BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability

Shangqi Gao, Hangqi Zhou, Yibo Gao, Xiahai Zhuang

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

Comments Submitted to Medical Image Analysis

2301.10951 2023-01-27 cs.CV cs.CL 80%

Cross Modal Global Local Representation Learning from Radiology Reports and X-Ray Chest Images

Nathan Hadjiyski, Ali Vosoughi, Axel Wismueller

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

Comments Accepted to Computer-Aided Diagnosis, SPIE Medical Imaging 2023

2210.08394 2022-10-18 cs.CV 80%

mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors

Sizhe An, Yin Li, Umit Ogras

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022). Project page: https://sizhean.github.io/mri

1. 医学影像 22656 篇

Enhance the Image: Super Resolution using Artificial Intelligence in MRI

Medical Image Registration via Neural Fields

Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation

Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis

Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation

Large Scale Unsupervised Brain MRI Image Registration Solution for Learn2Reg 2024

GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation

Lesion Elevation Prediction from Skin Images Improves Diagnosis

Data-driven imaging geometric recovery of ultrahigh resolution robotic micro-CT for in-vivo and other applications

Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images

MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets

Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes

SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings

A comprehensive survey on deep active learning in medical image analysis

Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study

CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation

Pragmatic Radiology Report Generation

X-Ray to CT Rigid Registration Using Scene Coordinate Regression

R2GenGPT: Radiology Report Generation with Frozen LLMs

Open-source Pulseq sequences on Philips MRI scanners

Local Implicit Neural Representations for Multi-Sequence MRI Translation

Active learning for medical image segmentation with stochastic batches

Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars

Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training

Bayesian Optimization of Sampling Densities in MRI

BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation

Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images

BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability

Cross Modal Global Local Representation Learning from Radiology Reports and X-Ray Chest Images

mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors