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

142 views

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

275 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

391 views

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

434 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

590 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

796 views

Original Research

Published on 16 Aug 2024

Lung image segmentation via generative adversarial networks

in Medical Physics and Imaging

Jiaxin Cai
Hongfeng Zhu
Siyu Liu
Yang Qi
Rongshang Chen

Frontiers in Physiology

doi 10.3389/fphys.2024.1408832

692 views

Original Research

Published on 15 Jul 2024

A novel approach to brain tumor detection using K-Means++, SGLDM, ResNet50, and synthetic data augmentation

in Medical Physics and Imaging

Ponuku Sarah
Srigiri Krishnapriya
Saritha Saladi
Yepuganti Karuna
Durga Prasad Bavirisetti

Frontiers in Physiology

doi 10.3389/fphys.2024.1342572

1,228 views

Review

Published on 27 Jun 2024

Fetal membrane imaging: current and future perspectives—a review

in Medical Physics and Imaging

Dan Wu
Jiasong Cao
Meiyi Xu
Cunling Zhang
Zhuo Wei
Wen Li
Ying Chang

Frontiers in Physiology

doi 10.3389/fphys.2024.1330702

956 views

Original Research

Published on 31 May 2024

Utility of Faster R-CNN in methodological comparison and evaluation of reticulocytes

in Medical Physics and Imaging

Shengli Sun
Geng Wang
Binyao Zhang
Fei Wang
Wei Wu

Frontiers in Physiology

doi 10.3389/fphys.2024.1373103

595 views
1 citation

Original Research

Published on 27 May 2024

A prospective study of two-dimensional ultrasonography combined with shear wave elastography for pregnancy-related diastasis recti abdominis

in Medical Physics and Imaging

Li Wang
Ting Yun
Dong Zhang
Jianrong Zhong
Dan Yi
Wanxi Fu
Molin Li
Yunshan Zhang
Yuexiang Wang

Frontiers in Physiology

doi 10.3389/fphys.2024.1382982

1,054 views

Brief Research Report

Published on 27 May 2024

Evaluation of spine disorders using high contrast imaging of the cartilaginous endplate

in Medical Physics and Imaging

Jiyo S. Athertya
Sheronda Statum
Xiaojun Chen
Kevin Du
Soo Hyun Shin
Saeed Jerban
Christine B. Chung
Eric Y. Chang
Yajun Ma

Frontiers in Physiology

doi 10.3389/fphys.2024.1394189

867 views
1 citation

Original Research

Published on 24 May 2024

3D MR neurography with gadolinium contrast to improve the visualization of pelvic nerves and the branches

in Medical Physics and Imaging

Hui Liu
Zhibo Xiao
Li Tao
Mingmei Tang
Yong Xu
Yuanrui Pan
Ke Zhang
Xueke Qiu
Fajin Lv

Frontiers in Physiology

doi 10.3389/fphys.2024.1394431

1,106 views

Original Research

Published on 15 May 2024

Hyperparameter tuning using Lévy flight and interactive crossover-based reptile search algorithm for eye movement event classification

in Medical Physics and Imaging

V. Pradeep
Ananda Babu Jayachandra
S. S. Askar
Mohamed Abouhawwash

Frontiers in Physiology

doi 10.3389/fphys.2024.1366910

698 views
1 citation

Original Research

Published on 25 Apr 2024

Transient deoxyhemoglobin formation as a contrast for perfusion MRI studies in patients with brain tumors: a feasibility study

in Medical Physics and Imaging

Vittorio Stumpo
Ece Su Sayin
Jacopo Bellomo
Olivia Sobczyk
Christiaan Hendrik Bas van Niftrik
Martina Sebök
Michael Weller
Luca Regli
Zsolt Kulcsár
Athina Pangalu

Frontiers in Physiology

doi 10.3389/fphys.2024.1238533

1,054 views
1 citation

Original Research

Published on 11 Apr 2024

BT-CNN: a balanced binary tree architecture for classification of brain tumour using MRI imaging

in Medical Physics and Imaging

Sohamkumar Chauhan
Ramalingaswamy Cheruku
Damodar Reddy Edla
Lavanya Kampa
Soumya Ranjan Nayak
Jayant Giri
Saurav Mallik
Srinivas Aluvala
Vijayasree Boddu
Hong Qin

Frontiers in Physiology

doi 10.3389/fphys.2024.1349111

1,283 views

Navigation group

Articles

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

Editorial: Advances in musculoskeletal imaging

Evaluation of cerebral perfusion heterogeneity by the electrical impedance tomography

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

Remote physiological signal recovery with efficient spatio-temporal modeling

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

Lung image segmentation via generative adversarial networks

A novel approach to brain tumor detection using K-Means++, SGLDM, ResNet50, and synthetic data augmentation

Fetal membrane imaging: current and future perspectives—a review

Utility of Faster R-CNN in methodological comparison and evaluation of reticulocytes

A prospective study of two-dimensional ultrasonography combined with shear wave elastography for pregnancy-related diastasis recti abdominis

Evaluation of spine disorders using high contrast imaging of the cartilaginous endplate

3D MR neurography with gadolinium contrast to improve the visualization of pelvic nerves and the branches

Hyperparameter tuning using Lévy flight and interactive crossover-based reptile search algorithm for eye movement event classification

Transient deoxyhemoglobin formation as a contrast for perfusion MRI studies in patients with brain tumors: a feasibility study

BT-CNN: a balanced binary tree architecture for classification of brain tumour using MRI imaging