Frontiers in Physiology | Medical Physics and Imaging

Original Research

Accepted on 22 Aug 2025

Research on a machine learning method for predicting discharge time of thyroid cancer patients receiving 131 I treatment: a retrospective study

in Medical Physics and Imaging

Feng Tian
Chen Zhang
Dandan Zhang
Lijun Tang

Frontiers in Physiology

doi 10.3389/fphys.2025.1599657

Original Research

Published on 15 Aug 2025

Machine learning-based predictive analysis of energy efficiency factors necessary for the HIFU treatment of adenomyosis

in Medical Physics and Imaging

Ziyan Liu
Ziyi Liu
Yuan Wang
Xiyao Wan
Xiaohua Huang

Frontiers in Physiology

doi 10.3389/fphys.2025.1602866

645 views

Original Research

Published on 29 Jul 2025

Multimodal learning for enhanced SPECT/CT imaging in sports injury diagnosis

in Medical Physics and Imaging

Zhengzheng Jiang
YaWen Shen

Frontiers in Physiology

doi 10.3389/fphys.2025.1605426

813 views

Original Research

Published on 15 Jul 2025

LRU-Net: lightweight and multiscale feature extraction for localization of ACL tears region in MRI images

in Medical Physics and Imaging

Xiaojun Si
Liang Yan
Cui Shi
Yang Xu

Frontiers in Physiology

doi 10.3389/fphys.2025.1611267

603 views

Original Research

Published on 26 May 2025

Qualitative studies: designing a multimodal medical visualization tool for helping patients interpret 3D medical images

in Medical Physics and Imaging

Jinjin Chen
Ji Ma
Yongjian Huai

Frontiers in Physiology

doi 10.3389/fphys.2025.1559801

1,397 views

Original Research

Published on 23 May 2025

Comparison of diagnostic image modalities for the detection of Achilles tendon tendinopathy using ankle magnetic resonance imaging

in Medical Physics and Imaging

Joohyun Lee
Jee Young Lee
Keum Nae Kang
Soyoon Park
Jae Ni Jang
Sukhee Park
Young Uk Kim

Frontiers in Physiology

doi 10.3389/fphys.2025.1550799

1,136 views

Original Research

Published on 23 May 2025

Strain mapping using compressed sensing accelerated 4D flow MRI—Potential for detecting coactivation in thigh muscles

in Medical Physics and Imaging

Usha Sinha
David Maldonado
Vadim Malis
Ning Jin
Edward Smitaman
Ramon Sanchez
Christine Chung
Shantanu Sinha

Frontiers in Physiology

doi 10.3389/fphys.2025.1583024

1,350 views

Original Research

Published on 16 Apr 2025

MRI assessment of sacral injury location and analysis of influencing factors after high-intensity focused ultrasound ablation for patients with uterine fibroids

in Medical Physics and Imaging

Ao Zhou
Xin Feng
Furong Lv
Yunyue Tan
Yuhang Liu
Zhibo Xiao

Frontiers in Physiology

doi 10.3389/fphys.2025.1523018

1,215 views

Original Research

Published on 24 Mar 2025

Enhanced thyroid nodule detection and diagnosis: a mobile-optimized DeepLabV3+ approach for clinical deployments

in Medical Physics and Imaging

Changan Yang
Muhammad Awais Ashraf
Mudassar Riaz
Pascal Umwanzavugaye
Kavimbi Chipusu
Hongyuan Huang
Yueqin Xu

Frontiers in Physiology

doi 10.3389/fphys.2025.1457197

1,180 views
2 citations

Original Research

Published on 12 Mar 2025

ECG electrode localization using 3D visual reconstruction

in Medical Physics and Imaging

Ayoub El Ghebouli
Amaël Mombereau
Michel Haïssaguerre
Rémi Dubois
Laura R. Bear

Frontiers in Physiology

doi 10.3389/fphys.2025.1504319

1,903 views

Original Research

Published on 20 Dec 2024

Multimodal MRI radiomics-based stacking ensemble learning model with automatic segmentation for prognostic prediction of HIFU ablation of uterine fibroids: a multicenter study

in Medical Physics and Imaging

Bing Wen
Chengwei Li
Qiuyi Cai
Dan Shen
Xinyi Bu
Fuqiang Zhou

Frontiers in Physiology

doi 10.3389/fphys.2024.1507986

1,787 views
2 citations

Editorial

Published on 06 Dec 2024

Editorial: Advances in musculoskeletal imaging

in Medical Physics and Imaging

Victor Casula
Simo Saarakkala
Jukka Hirvasniemi

Frontiers in Physiology

doi 10.3389/fphys.2024.1535622

1,206 views

Original Research

Published on 13 Nov 2024

Evaluation of cerebral perfusion heterogeneity by the electrical impedance tomography

in Medical Physics and Imaging

Mingxu Zhu
Yu Wang
Junyao Li
Weice Wang
Guobin Gao
Zhenyu Ji
Benyuan Liu
Lei Wang
Weichen Li
Xuetao Shi

Frontiers in Physiology

doi 10.3389/fphys.2024.1476040

1,256 views
1 citation

Original Research

Published on 17 Oct 2024

Assessment of training-associated changes of the lumbar back muscle using a multiparametric MRI protocol

in Medical Physics and Imaging

Marta B. Maggioni
Renat Sibgatulin
Martin Krämer
Daniel Güllmar
Jürgen R. Reichenbach

Frontiers in Physiology

doi 10.3389/fphys.2024.1408244

1,293 views

Original Research

Published on 14 Oct 2024

Remote physiological signal recovery with efficient spatio-temporal modeling

in Medical Physics and Imaging

Bochao Zou
Yu Zhao
Xiaocheng Hu
Changyu He
Tianwa Yang

Frontiers in Physiology

doi 10.3389/fphys.2024.1428351

1,743 views

Original Research

Published on 27 Sep 2024

A dual-branch and dual attention transformer and CNN hybrid network for ultrasound image segmentation

in Medical Physics and Imaging

Chong Zhang
Lingtong Wang
Guohui Wei
Zhiyong Kong
Min Qiu

Frontiers in Physiology

doi 10.3389/fphys.2024.1432987

3,362 views
3 citations