Predictive medicine

Latest research

1. A novel particle swarm optimization-based ensemble efficientnet learning model for imbalanced image classification in medical diagnosis: case study of melanoma skin cancer prediction

   • J. Vijaya
   • Abhinav Roy
   • Jyoti Sahu

   in Network Modeling Analysis in Health Informatics and Bioinformatics

   Article 18 October 2025

   

2. Letter to the Editor concerning “Development of machine learning models for predicting patient-perceived benefit following lumbar disc herniation or spinal stenosis surgery” by Z.A. Toh, et al. (Eur Spine J; doi:10.1007/s00586-025-09304-y)

   • Tian Ruan

   in European Spine Journal

   Article 18 October 2025

3. Diagnosis and Triage Performance of Contemporary Large Language Models on Short Clinical Vignettes

   • Lei Xu
   • Wenzhe Zhao
   • Xin Huang

   in Journal of Medical Systems

   Article Open access 18 October 2025

   

4. Utility of multimodal deep learning model to diagnose lymph node metastasis in esophageal cancer using computed tomography and positron emission tomography images

   • Yasuharu Shinozaki
   • Hirotaka Ishida
   • Takashi Kamei

   in Surgery Today

   Article Open access 18 October 2025

   

5. Optimal Use of Computed Tomography in Diagnosing Internal Herniation After Roux-en-Y Gastric Bypass: A Proposition for the Application of a Radiological Prediction Score

   • Lilian L. van Hogezand
   • Lucas Goense
   • Wouter J.M. Derksen

   in Obesity Surgery

   Article Open access 18 October 2025

   

6. Comparing German medical guidelines with recommendations by large language models using the example of hemolytic uremic syndrome (TMA)

   • Adrian Gieser
   • Samipa Pudasaini
   • Dominik Müller

   in Pediatric Nephrology

   Article 18 October 2025

   

7. On modelling “surgical necessity” for pediatric UPJO: avoiding decision-label leakage

   • Emmanuel Pio Pastore

   in Irish Journal of Medical Science (1971 -)

   Article 18 October 2025

8. A spatio-temporal hybrid method with multi-scale BiTCN and modified informer for remaining useful life prediction

   • Jie Wang
   • Zhong Lu
   • Kai-Uwe Schröder

   in Journal of Intelligent Manufacturing

   Article 18 October 2025

   

9. Evaluating the accuracy of the Veterans Health Administration’s REACH VET suicide prediction model for legal involved veterans

   • Alex H. S. Harris
   • Andrea K. Finlay
   • Esther L. Meerwijk

   in npj Mental Health Research

   Article Open access 18 October 2025

10. Exploring Predictive Risk Factors for Myocardial Injury in Children Treated with Anthracyclines: A Pilot Study

    • Taewon Lee
    • David Douglass
    • Varsha G. Desai

    in Cardiovascular Toxicology

    Article 17 October 2025

    

11. Multicenter study of CT-based deep learning for predicting preoperative T staging and TNM staging in clear cell renal cell carcinoma

    • Wuchao Li
    • Yin Xi
    • Rongpin Wang

    in BMC Cancer

    Article Open access 17 October 2025

    

12. Deep learning models for ICU readmission prediction: a systematic review and meta-analysis

    • Emanuele Koumantakis
    • Konstantina Remoundou
    • Paola Berchialla

    in Critical Care

    Article Open access 17 October 2025

    

13. Methodological and applicability pitfalls of clinical prediction models for asthma diagnosis: a systematic review and critical appraisal of evidence

    • Pakpoom Wongyikul
    • Phichayut Phinyo
    • Torpong Thongngarm

    in BMC Medical Research Methodology

    Article Open access 17 October 2025

    

14. Real-time and digital remote nutritional assessment framework with the use of smartphone-enabled facial morphometrics and machine learning— a proof of concept

    • Wesley Li Wen Tay
    • Rina Yu Chin Quek
    • Christiani Jeyakumar Henry

    in European Journal of Clinical Nutrition

    Article 17 October 2025

    

15. Developing predictive models for full-term low birth weight infants using ten machine learning algorithms

    • Limin Chen
    • Hui Shao
    • Ruoya Wu

    in BMC Pediatrics

    Article Open access 17 October 2025

    

16. Study protocol for the design, implementation, and evaluation of the STRATIFY clinical decision support tool for emergency department disposition of patients with heart failure

    • Sunil Kripalani
    • Deonni P. Stolldorf
    • Alan B. Storrow

    in Implementation Science Communications

    Article Open access 17 October 2025

    

17. Predicting vaccine effectiveness

    • Michael Attwaters

    in Nature Biomedical Engineering

    Article 17 October 2025

18. Hemodynamic and developmental biomarkers enhance prenatal coarctation prediction: a validated multiparametric ultrasound model

    • Yu Wang
    • Shuhua Luo
    • Nan Guo

    in Archives of Gynecology and Obstetrics

    Article Open access 17 October 2025

    

19. A nomogram for predicting ICU mortality of sepsis associated encephalopathy: a retrospective cohort study based on MIMIC-IV and eICU-CRD

    • Xuemei Hu
    • Jianbao Wang
    • Min Yang

    in BMC Medical Informatics and Decision Making

    Article Open access 17 October 2025

    

20. Machine learning for sudden cardiac death prediction among older adults using community-based electronic health records

    • Yue Li
    • Zihan Mei
    • Chunxia Cao

    in BMC Public Health

    Article Open access 17 October 2025