Recent developments in artificial intelligence and radiomics

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ORIGINAL RESEARCH

Accepted on 10 Nov 2025

Prediction of the prognosis of liver iron burden within two years after hematopoietic stem cell transplantation based on multimodal MRI-based radiomics model

Fengming Xu
Suzhen Wei
Jixing Yi
Bumin Liang
Hanxiang Wei
Mengjun Huang
Haohua Wu
Feng Qing
Tao Wei
Tao Li

ORIGINAL RESEARCH

Published on 22 Oct 2025

Integration of MRI radiomics features and clinical data for predicting neurological recovery after thoracic spinal stenosis surgery: a machine learning model

Bin Zheng
Zhenqi Zhu
Panfeng Yu
Yan Liang
Haiying Liu

doi 10.3389/fmed.2025.1633633

1,218 views

REVIEW

Published on 30 Sep 2025

Research progress in artificial intelligence for brain metastases

Dongxiang Wang
Wei Wang
Tong Li
Chenqi Liang
Xia Zhao

doi 10.3389/fmed.2025.1643850

1,615 views

ORIGINAL RESEARCH

Published on 26 Sep 2025

Predicting radiation pneumonitis with dose-segmented radiomics in locally advanced non- small cell lung cancer patients undergoing consolidative immunotherapy post- concurrent chemoradiotherapy

Weiqing Wang
Yanan Wang
Xiaohan Wang
Jinming Yu
Xue Meng

doi 10.3389/fimmu.2025.1684629

1,236 views

ORIGINAL RESEARCH

Published on 25 Jul 2025

Integrated radiomics and deep learning model for identifying medullary sponge kidney stones

Yubao Liu
Haifeng Song
Daxun Luo
Rui Xu
Zheng Xu
Bixiao Wang
Weiguo Hu
Bo Xiao
Gang Zhang
Jianxing Li

doi 10.3389/fmed.2025.1623850

1,251 views

ORIGINAL RESEARCH

Published on 11 Jun 2025

Multi-class segmentation of knee MRI based on hybrid attention

Yuhang Xiang
Xinglin Zhang
Tao Meng
Tao Chen

doi 10.3389/fmed.2025.1581487

1,129 views
1 citation

ORIGINAL RESEARCH

Published on 26 Mar 2025

Beyond plaque segmentation: a combined radiomics-deep learning approach for automated CAD-RADS classification

Francesca Lo Iacono
Francesca Ronchetti
Anna Corti
Mattia Chiesa
Gianluca Pontone
Gualtiero I. Colombo
Valentina D. A. Corino

doi 10.3389/fmed.2025.1536239

1,680 views
1 citation

SYSTEMATIC REVIEW

Published on 25 Mar 2025

A bibliometric analysis of nasopharyngeal carcinoma radiomics: trends and insights

Muling Deng
Yuhao Lin
Linghui Yan
Chuanben Chen
Zhaodong Fei
Jianming Ding

doi 10.3389/fonc.2025.1506778

2,063 views

SYSTEMATIC REVIEW

Published on 14 Nov 2024

Bibliometric and visual analysis of radiomics for evaluating lymph node status in oncology

Gui-Wen Lyu
Tong Tong
Gen-Dong Yang
Jing Zhao
Zi-Fan Xu
Na Zheng
Zhi-Fang Zhang

doi 10.3389/fmed.2024.1501652

1,623 views
2 citations

ORIGINAL RESEARCH

Published on 23 Oct 2024

Feasibility of knee magnetic resonance imaging protocol using artificial intelligence-assisted iterative algorithm protocols: comparison with standard MRI protocols

Hailong Liu
Yanxia Chen
Meng Zhang
Han Bu
Fenghuan Lin
Jun Chen
Mengqiang Xiao
Jie Chen

doi 10.3389/fmed.2024.1480196

1,129 views
1 citation

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Articles

Prediction of the prognosis of liver iron burden within two years after hematopoietic stem cell transplantation based on multimodal MRI-based radiomics model

Integration of MRI radiomics features and clinical data for predicting neurological recovery after thoracic spinal stenosis surgery: a machine learning model

Research progress in artificial intelligence for brain metastases

Predicting radiation pneumonitis with dose-segmented radiomics in locally advanced non- small cell lung cancer patients undergoing consolidative immunotherapy post- concurrent chemoradiotherapy

Integrated radiomics and deep learning model for identifying medullary sponge kidney stones

Multi-class segmentation of knee MRI based on hybrid attention

Beyond plaque segmentation: a combined radiomics-deep learning approach for automated CAD-RADS classification

A bibliometric analysis of nasopharyngeal carcinoma radiomics: trends and insights

Bibliometric and visual analysis of radiomics for evaluating lymph node status in oncology

Feasibility of knee magnetic resonance imaging protocol using artificial intelligence-assisted iterative algorithm protocols: comparison with standard MRI protocols

Frontiers in Medicine

Nuclear Medicine

Pulmonary Medicine