医学 AI - arXivDaily 专题

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

2109.09850 2022-09-15 cs.CV 80%

Balanced-MixUp for Highly Imbalanced Medical Image Classification

Adrian Galdran, Gustavo Carneiro, Miguel A. González Ballester

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

Comments Accepted at MICCAI 2021, International Conference on Medical Image Computing and Computer Assisted Intervention

Journal ref MICCAI 2021

2208.08184 2022-08-18 eess.IV 80%

Evaluation of 3D GANs for Lung Tissue Modelling in Pulmonary CT

Sam Ellis, Octavio E. Martinez Manzanera, Vasileios Baltatzis, Ibrahim Nawaz, Arjun Nair, Loïc Le Folgoc, Sujal Desai, Ben Glocker, Julia A. Schnabel

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://www.melba-journal.org/papers/2022:024.html

2207.04812 2022-07-12 cs.CV stat.ML 80%

A clinically motivated self-supervised approach for content-based image retrieval of CT liver images

Kristoffer Knutsen Wickstrøm, Eirik Agnalt Østmo, Keyur Radiya, Karl Øyvind Mikalsen, Michael Christian Kampffmeyer, Robert Jenssen

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments Code: https://github.com/Wickstrom/clinical-self-supervised-CBIR-ct-liver

2109.09960 2022-07-05 cs.CV cs.AI 80%

Mutual Consistency Learning for Semi-supervised Medical Image Segmentation

Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai

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

Comments Accepted by Medical Image Analysis

2110.09438 2022-04-21 physics.med-ph eess.IV 80%

A novel use of time separation technique to improve flat detector CT perfusion imaging in stroke patients

Vojtěch Kulvait, Philip Hoelter, Robert Frysch, Hana Haseljić, Arnd Doerfler, Georg Rose

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

Comments 14 pages, 5 figures, accepted in Medical Physics, due to the licensing and paid open access I upload official version of published article in Early view status, it is to be included into the issue in Medical Physics so that full journal reference is subject to change

Journal ref Kulvait, V, Hoelter, P, Frysch, R, Haseljić, H, Doerfler, A, Rose, G. A novel use of time separation technique to improve flat detector CT perfusion imaging in stroke patients. Med Phys. 2022; 1- 14. https://doi.org/10.1002/mp.15640

2012.11779 2022-02-10 cs.CV cs.RO 80%

SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction

P. J. "Eddie'' Edwards, Dimitris Psychogyios, Stefanie Speidel, Lena Maier-Hein, Danail Stoyanov

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

Comments Submitted to Medical Image Analysis. 14 Figures, 17 pages

2111.09539 2021-11-19 cs.CV physics.med-ph 80%

Deep neural networks-based denoising models for CT imaging and their efficacy

Prabhat KC, Rongping Zeng, M. Mehdi Farhangi, Kyle J. Myers

专题命中医学影像：CT(title,abstract)；分类 cs.CV

Comments 13 pages, 9 figures, SPIE proceeding

Journal ref Prabhat KC, Rongping Zeng, M. Mehdi Farhangi, Kyle J. Myers, "Deep neural networks-based denoising models for CT imaging and their efficacy," Proc. SPIE 11595, Medical Imaging 2021: Physics of Medical Imaging, 115950H (15 February 2021)

2109.05298 2021-09-14 eess.IV 80%

InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction

Hong Wang, Yuexiang Li, Haimiao Zhang, Jiawei Chen, Kai Ma, Deyu Meng, Yefeng Zheng

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

Journal ref International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021

1. 医学影像 22694 篇

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

Balanced-MixUp for Highly Imbalanced Medical Image Classification

Evaluation of 3D GANs for Lung Tissue Modelling in Pulmonary CT

A clinically motivated self-supervised approach for content-based image retrieval of CT liver images

Mutual Consistency Learning for Semi-supervised Medical Image Segmentation

A novel use of time separation technique to improve flat detector CT perfusion imaging in stroke patients

SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction

Deep neural networks-based denoising models for CT imaging and their efficacy

InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction