医学 AI - arXivDaily 专题

2406.00956 2024-06-04 cs.CV cs.LG eess.IV 82%

Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation

Tianyu Huang, Tao Zhou, Weidi Xie, Shuo Wang, Qi Dou, Yizhe Zhang

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

Comments Project Link: https://sam-auxol.github.io/AuxOL/

2302.13251 2024-06-04 eess.IV cs.CV cs.LG 82%

Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment

Kecheng Chen, Jie Liu, Renjie Wan, Victor Ho-Fun Lee, Varut Vardhanabhuti, Hong Yan, Haoliang Li

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

Comments Accepted by IEEE Transactions on Neural Networks and Learning Systems

2311.10879 2024-06-03 eess.IV cs.CV cs.LG 82%

Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation

Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter H. L. Pinaya, Oliver Diaz, Karim Lekadir

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

Comments Accepted as oral presentation at SPIE Medical Imaging 2024 (Image Processing)

2106.05152 2024-05-28 eess.IV cs.CV cs.LG 82%

Rethinking Transfer Learning for Medical Image Classification

Le Peng, Hengyue Liang, Gaoxiang Luo, Taihui Li, Ju Sun

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

Comments Accepted by BMVC2023 (oral)

2405.11295 2024-05-21 eess.IV cs.CV cs.LG cs.MM 82%

Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches

Nand Lal Yadav, Satyendra Singh, Rajesh Kumar, Sudhakar Singh

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

Comments 10 pages, 3 figures

Journal ref International Journal of Microsystems and IoT, Vol. 1, Issue 5, pp.278- 287, 2023

2405.06284 2024-05-13 eess.IV cs.CV cs.LG 82%

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention

Ju-Hyeon Nam, Nur Suriza Syazwany, Su Jung Kim, Sang-Chul Lee

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

Comments Accepted in Computer Vision and Pattern Recognition (CVPR) 2024

2405.05564 2024-05-10 eess.IV cs.CV cs.LG 82%

Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction

Yue Cai, Yu Luo, Jie Ling, Shun Yao

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

2405.03147 2024-05-07 physics.med-ph 82%

Data Format Standardization and DICOM Integration for Hyperpolarized 13C MRI

Ernesto Diaz, Renuka Sriram, Jeremy W. Gordon, Avantika Sinha, Xiaoxi Liu, Sule Sahin, Jason Crane, Marram P Olson, Hsin-Yu Chen, Jenna Bernard, Daniel B. Vigneron, Zhen Jane Wang, Duan Xu, Peder E. Z. Larson

专题命中医学影像：MRI(title,abstract)；medical image(abstract)

2403.17701 2024-05-06 eess.IV cs.CV cs.LG 82%

Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation

Hao Tang, Lianglun Cheng, Guoheng Huang, Zhengguang Tan, Junhao Lu, Kaihong Wu

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

Comments Experimental method encountered errors, undergoing experiment again

2312.05176 2024-05-06 eess.IV cs.CV cs.LG 82%

MRI Scan Synthesis Methods based on Clustering and Pix2Pix

Giulia Baldini, Melanie Schmidt, Charlotte Zäske, Liliana L. Caldeira

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

Comments Accepted at AIME 2024

2404.13704 2024-04-23 eess.IV cs.CV cs.LG 82%

PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation

Nada Saadi, Numan Saeed, Mohammad Yaqub, Karthik Nandakumar

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

2404.13103 2024-04-23 eess.IV cs.CV cs.LG 82%

ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images

Marius Schmidt-Mengin, Alexis Benichoux, Shibeshih Belachew, Nikos Komodakis, Nikos Paragios

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

Comments Accepted at CVPR 2024

2404.12958 2024-04-22 eess.IV cs.CV cs.LG 82%

Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity

Mohammad Zunaed, Anwarul Hasan, Taufiq Hasan

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

Comments Accepted to International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), 2024

2404.09683 2024-04-19 eess.IV cs.CV cs.LG 82%

Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition

Tobias Weber, Jakob Dexl, David Rügamer, Michael Ingrisch

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

2404.01464 2024-04-03 eess.IV cs.AI cs.CV cs.LG 82%

Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images

JungEun Kim, Hangyul Yoon, Geondo Park, Kyungsu Kim, Eunho Yang

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

Comments CVPR 2024

1910.07655 2024-04-02 cs.CV cs.LG eess.IV 82%

Deep Semantic Segmentation of Natural and Medical Images: A Review

Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh

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

Comments 45 pages, 16 figures. Accepted for publication in Springer Artificial Intelligence Review

2305.08396 2024-04-01 eess.IV cs.CV cs.LG 82%

MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation

Abdul Rehman Khan, Asifullah Khan

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

Comments 19 pages, 6 figures, 5 tables

2403.16594 2024-03-26 eess.IV cs.CV cs.LG 82%

EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation

Kudaibergen Abutalip, Numan Saeed, Ikboljon Sobirov, Vincent Andrearczyk, Adrien Depeursinge, Mohammad Yaqub

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

2403.14440 2024-03-25 eess.IV cs.AI cs.CV cs.LG 82%

Analysing Diffusion Segmentation for Medical Images

Mathias Öttl, Siyuan Mei, Frauke Wilm, Jana Steenpass, Matthias Rübner, Arndt Hartmann, Matthias Beckmann, Peter Fasching, Andreas Maier, Ramona Erber, Katharina Breininger

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

2403.09725 2024-03-18 cs.CL cs.AI 82%

RAD-PHI2: Instruction Tuning PHI-2 for Radiology

Mercy Ranjit, Gopinath Ganapathy, Shaury Srivastav, Tanuja Ganu, Srujana Oruganti

专题命中医学影像：radiology(title,abstract)；diagnosis(abstract)

2307.16386 2024-03-13 physics.med-ph 82%

Mapping tissue microstructure of brain white matter in vivo in health and disease using diffusion MRI

Ying Liao, Santiago Coelho, Jenny Chen, Benjamin Ades-Aron, Michelle Pang, Ricardo Osorio, Timothy Shepherd, Yvonne W. Lui, Dmitry S. Novikov, Els Fieremans

专题命中医学影像：MRI(title,abstract)；pathology(abstract)

Comments 4 figures, 5 supplementary figures, 1 supplementary table

Journal ref Imaging Neuroscience, 2, 1-17, 2024

2403.06798 2024-03-12 eess.IV cs.CV cs.LG 82%

Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification

Shuai Li, Xiaoguang Ma, Shancheng Jiang, Lu Meng

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

Comments 9 pages, 4 figures, 2 tables

2403.06066 2024-03-12 eess.IV cs.CV cs.LG 82%

CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation

Dawei Fan, Yifan Gao, Jiaming Yu, Yanping Chen, Wencheng Li, Chuancong Lin, Kaibin Li, Changcai Yang, Riqing Chen, Lifang Wei

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

Comments 10 pages, 5 figures, 2 tables, MICCAI

2403.05256 2024-03-11 eess.IV cs.CV cs.LG 82%

DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction

Ziqi Gao, Yue Zhang, Xinwen Liu, Kaiyan Li, S. Kevin Zhou

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

Comments 11 pages, 4 figures, 2 tables

2403.00771 2024-03-05 eess.IV cs.CV cs.LG physics.med-ph 82%

XProspeCT: CT Volume Generation from Paired X-Rays

Benjamin Paulson, Joshua Goldshteyn, Sydney Balboni, John Cisler, Andrew Crisler, Natalia Bukowski, Julia Kalish, Theodore Colwell

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

Comments Originally submitted as part of the MICS 2023 Undergraduate Paper Competition

2312.03102 2024-02-29 eess.IV cs.CV cs.LG 82%

Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI

Sean I. Young, Yaël Balbastre, Bruce Fischl, Polina Golland, Juan Eugenio Iglesias

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

Comments Accepted to CVPR 2024

2310.05572 2024-02-28 eess.IV cs.CV cs.LG 82%

A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers

Matteo Bastico, David Ryckelynck, Laurent Corté, Yannick Tillier, Etienne Decencière

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

Comments This paper has been accepted in International Conference on Computer Vision Workshops (ICCVW) 2023

Journal ref 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Paris, France, 2023, pp. 4130-4140

2402.16734 2024-02-27 eess.IV cs.CV cs.LG 82%

Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

Bidur Khanal, Prashant Shrestha, Sanskar Amgain, Bishesh Khanal, Binod Bhattarai, Cristian A. Linte

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

2312.00381 2024-02-27 physics.med-ph 82%

Lung Imaging with UTE MRI

Peder E. Z. Larson

专题命中医学影像：MRI(title,abstract)；CT(abstract)

2402.13776 2024-02-22 eess.IV cs.CV cs.LG 82%

Cas-DiffCom: Cascaded diffusion model for infant longitudinal super-resolution 3D medical image completion

Lianghu Guo, Tianli Tao, Xinyi Cai, Zihao Zhu, Jiawei Huang, Lixuan Zhu, Zhuoyang Gu, Haifeng Tang, Rui Zhou, Siyan Han, Yan Liang, Qing Yang, Dinggang Shen, Han Zhang

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

1. 医学影像 22645 篇

Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation

Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment

Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation

Rethinking Transfer Learning for Medical Image Classification

Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention

Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction

Data Format Standardization and DICOM Integration for Hyperpolarized 13C MRI

Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation

MRI Scan Synthesis Methods based on Clustering and Pix2Pix

PEMMA: Parameter-Efficient Multi-Modal Adaptation for Medical Image Segmentation

ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images

Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity

Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition

Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images

Deep Semantic Segmentation of Natural and Medical Images: A Review

MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation

EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation

Analysing Diffusion Segmentation for Medical Images

RAD-PHI2: Instruction Tuning PHI-2 for Radiology

Mapping tissue microstructure of brain white matter in vivo in health and disease using diffusion MRI

Dynamic Perturbation-Adaptive Adversarial Training on Medical Image Classification

CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation

DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction

XProspeCT: CT Volume Generation from Paired X-Rays

Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI

A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers

Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

Lung Imaging with UTE MRI

Cas-DiffCom: Cascaded diffusion model for infant longitudinal super-resolution 3D medical image completion