Frontiers in Medicine | Precision Medicine

Systematic Review

Published on 25 Jul 2025

Machine learning based insights into cardiomyopathy and heart failure research: a bibliometric analysis from 2005 to 2024

in Precision Medicine

Muhammad Junaid Akram
Asad Nawaz
Yuan Yuxing
Jinpeng Zhang
Huang Haixin
Lingjuan Liu
Xu Qian
Jie Tian

Frontiers in Medicine

doi 10.3389/fmed.2025.1602077

3,312 views
1 citation

Original Research

Published on 24 Jul 2025

Assessing the adversarial robustness of multimodal medical AI systems: insights into vulnerabilities and modality interactions

in Precision Medicine

Ekaterina Mozhegova
Asad Masood Khattak
Adil Khan
Roman Garaev
Bader Rasheed
Muhammad Shahid Anwar

Frontiers in Medicine

doi 10.3389/fmed.2025.1606238

3,470 views
2 citations

Original Research

Published on 23 Jul 2025

Development and validation of a nomogram for predicting in-hospital mortality in older adult hip fracture patients with atrial fibrillation: a retrospective study

in Precision Medicine

Zhenli Li
Jing He
Tiezhu Yao
Guang Liu
Jing Liu
Ling Guo
Mengjia Li
Zhengkun Guan
Ruolian Gao
Jingtao Ma

Frontiers in Medicine

doi 10.3389/fmed.2025.1605437

2,800 views
1 citation

Original Research

Published on 23 Jul 2025

gamUnet: designing global attention-based CNN architectures for enhanced oral cancer detection and segmentation

in Precision Medicine

Jinyang Zhang
Hongxin Ding
Runchuan Zhu
Weibin Liao
Junfeng Zhao
Min Gao
Xiaoyun Zhang

Frontiers in Medicine

doi 10.3389/fmed.2025.1582439

1,942 views
1 citation

Review

Published on 21 Jul 2025

Therapeutic and diagnostic implications of exosomes as natural nanoparticles: a new paradigm in brain cancer disease management

in Precision Medicine

Shanid Mohiyuddin
Pankaj Dipankar
Belfin Robinson
Andrew Jeyabose
J. Karthikeyan

Frontiers in Medicine

doi 10.3389/fmed.2025.1599392

5,009 views

Original Research

Published on 18 Jul 2025

Survival prediction modelling in patients with acute ST-segment elevation myocardial infarction with LASSO regression and explainable machine learning

in Precision Medicine

Tao Shi
Jianping Yang
Yanji Zhou
Sirui Yang
Fazhi Yang
Xinuo Ma
Yujuan Peng
Jinfang Pu
Hong Wei
Lixing Chen

Frontiers in Medicine

doi 10.3389/fmed.2025.1594273

1,979 views
3 citations

Original Research

Published on 16 Jul 2025

Development and validation of machine learning-based diagnostic models using blood transcriptomics for early childhood diabetes prediction

in Precision Medicine

Xin Huang
Di Ouyang
Weiming Xie
Huawei Zhuang
Siyu Gao
Pan Liu
Lizhong Guo

Frontiers in Medicine

doi 10.3389/fmed.2025.1636214

3,493 views
1 citation

Original Research

Published on 16 Jul 2025

Advancing patient care with AI: a unified framework for medical image segmentation using transfer learning and hybrid feature extraction

in Precision Medicine

Nazife Çevik
Taner Çevik
Onur Osman
Shtwai Alsubai
Jawad Rasheed

Frontiers in Medicine

doi 10.3389/fmed.2025.1589587

2,256 views
1 citation

Original Research

Published on 15 Jul 2025

An explainable and efficient deep learning framework for EEG-based diagnosis of Alzheimer's disease and frontotemporal dementia

in Precision Medicine

Waqar Khan
Muhammad Shahbaz Khan
Sultan Noman Qasem
Wad Ghaban
Faisal Saeed
Muhammad Hanif
Jawad Ahmad

Frontiers in Medicine

doi 10.3389/fmed.2025.1590201

6,417 views
6 citations

Correction

Published on 14 Jul 2025

Correction: Standardized clinical assessments and advanced AI-driven instruments used to evaluate neurofunctional deficits, including within biomarker based framework, in Parkinson's disease - human intelligence made vs. AI models - systematic review

in Precision Medicine

Aurelian Anghelescu
Constantin Munteanu
Aura Spinu
Vlad Ciobanu
Cristina Popescu
Ioana Elena Cioca
Ioana Andone
Simona-Isabelle Stoica
Mihaela Mandu
Ana Rebedea

Frontiers in Medicine

doi 10.3389/fmed.2025.1649641

1,522 views
2 citations

Systematic Review

Published on 14 Jul 2025

Biomaterial-driven regenerative drug delivery: a vicennial bibliometric landscape

in Precision Medicine

Xin Shen
Haobin Deng
Jing Lin
Jianhua Wang
Yilun Liu
Shikun Mo

Frontiers in Medicine

doi 10.3389/fmed.2025.1593985

3,045 views
1 citation

Correction

Published on 11 Jul 2025

Correction: A blood test-based machine learning model for predicting lung cancer risk

in Precision Medicine

Lihi Schwartz
Naor Matania
Matanel Levi
Teddy Lazebnik
Shiri Kushnir
Noga Yosef
Assaf Hoogi
Dekel Shlomi

Frontiers in Medicine

doi 10.3389/fmed.2025.1654707

1,102 views

Systematic Review

Published on 11 Jul 2025

Comparison of the efficacy and safety of ultrasound-guided surgery with traditional surgery for plasma cell mastitis: a systematic review and meta-analysis

in Precision Medicine

Ti Zhang
Chang Yao
Jianzhong Shi
Shikun Ma
Yue Hu

Frontiers in Medicine

doi 10.3389/fmed.2025.1596231

1,969 views

Original Research

Published on 09 Jul 2025

Explainable AI-driven intelligent system for precision forecasting in cardiovascular disease

in Precision Medicine

Anas Bilal
Abdulkareem Alzahrani
Khalid Almohammadi
Muhammad Saleem
Muhammad Sajid Farooq
Raheem Sarwar

Frontiers in Medicine

doi 10.3389/fmed.2025.1596335

5,656 views
6 citations

Study Protocol

Published on 09 Jul 2025

Athletic protocol in non-cystic fibrosis-related bronchiectasis: rationale and design of the pilot ATHOS study

in Precision Medicine

Francesco Bertuccio
Mitela Tafa
Denise Carabetta
Tiziano Gemelli
Giuseppe D’Antona
Oscar Crisafulli
Valentina Conio
Amelia Grosso
Annalisa De Silvestri
Angelo G. Corsico

Frontiers in Medicine

doi 10.3389/fmed.2025.1554300

2,372 views

Case Report

Published on 09 Jul 2025

The STAT3/TIMP1 inhibitor silibinin overcomes secondary immunoresistance to pembrolizumab in brain metastases from METex14 skipping mutated non-small cell lung cancer: a case report

in Precision Medicine

Joaquim Bosch-Barrera
Elia Sais
Eduard Teixidor-Vilà
Carmen Vásquez-Dongo
Alejandro Hernandez-Martínez
Alvaro Romera
Mel.lina Pinsach-Abuin
Bernat del Olmo
Glòria Oliveras
Emma Polonio-Alcalá

Frontiers in Medicine

doi 10.3389/fmed.2025.1612327

3,373 views
1 citation

Original Research

Published on 07 Jul 2025

Analysis of gene polymorphisms in patients with pulmonary infections based on next-generation sequencing technology and their prognostic predictive value

in Precision Medicine

Rui Zeng
Guang Wang
Feng Zhou

Frontiers in Medicine

doi 10.3389/fmed.2025.1599791

2,275 views

Original Research

Published on 04 Jul 2025

Development and validation of a predictive score for chemoresistance in high-grade osteosarcoma at baseline

in Precision Medicine

Thanat Kanthawang
Nuttaya Pattamapaspong
Jongkolnee Settakorn
Pattira Boonsri
Pimpisa Teeyakasem
Phichayut Phinyo
Dumnoensun Pruksakorn

Frontiers in Medicine

doi 10.3389/fmed.2025.1588302

2,468 views

Brief Research Report

Published on 02 Jul 2025

Clinical and immunological biomarkers in hypereosinophilic syndrome: the second step after diagnostic algorithms

in Precision Medicine

David Longhino
Ilaria Baglivo
Maria Antonietta Zavarella
Stefania Colantuono
Chiara Laface
Gabriele Lucca
Laura Bruno
Fabio Romano Selvi
Vincenzo Patella
Aikaterini Detoraki

Frontiers in Medicine

doi 10.3389/fmed.2025.1600728

2,970 views
1 citation

Original Research

Published on 02 Jul 2025

Comparative efficacy and safety of nitinol vs. novel fully biodegradable occluders for transcatheter patent foramen ovale closure in migraine treatment: a retrospective cohort study

in Precision Medicine

Rui-lin Li
Jing-juan Huang
Jie Ming
Ying Hao
Wei Wen
Yun-li Shen
Li Lin
Lin-xiang Lu

Frontiers in Medicine

doi 10.3389/fmed.2025.1613687

3,459 views

Case Report

Published on 01 Jul 2025

Case Report: Mild and complete thyroid peroxidase deficiency in a family with literature review

in Precision Medicine

Xiaobi Wu
Yuerong Yan
Hongshi Wu
Kwan Leong Woo
Muchao Wu
Li Yan
Yan Li
Jin Zhang

Frontiers in Medicine

doi 10.3389/fmed.2025.1562277

2,506 views
1 citation

Original Research

Published on 30 Jun 2025

Machine learning-enabled prediction of bone metastasis in esophageal cancer

in Precision Medicine

Liqiang Liu
Wanshi Duan
Tao She
Shouzheng Ma
Haihui Wang
Jiakuan Chen

Frontiers in Medicine

doi 10.3389/fmed.2025.1620687

2,716 views
2 citations

Original Research

Published on 26 Jun 2025

RaNet: a residual attention network for accurate prostate segmentation in T2-weighted MRI

in Precision Medicine

Muhammad Arshad
Chengliang Wang
Muhammad Wajeeh Us Sima
Jamshed Ali Shaikh
Salem Alkhalaf
Fahad Alturise

Frontiers in Medicine

doi 10.3389/fmed.2025.1589707

1,899 views
2 citations

Original Research

Published on 26 Jun 2025

A study on the risk prediction model for venous thromboembolism in orthopedic inpatients based on machine learning

in Precision Medicine

Bo Zhang
Yumei Qin
Liandi Jiu
Chunming Qin
Jiangbo Wang
Haiqing Zhao

Frontiers in Medicine

doi 10.3389/fmed.2025.1574546

2,103 views
1 citation