Personalized Risk | List of Frontiers open access articles

Original Research

Published on 17 Aug 2022

A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy

in Medicine and Public Health

Xiaojin Li
Shiqiang Tao
Samden D. Lhatoo
Licong Cui
Yan Huang
Johnson P. Hampson
Guo-Qiang Zhang

Frontiers in Big Data

doi 10.3389/fdata.2022.965715

5,480 views
12 citations

Original Research

Published on 05 Mar 2025

Genetic discrimination in insurance and employment based on personalized risk stratification for breast cancer screening

in ELSI in Science and Genetics

Manuela Reveiz
Sarah Bouhouita-Guermech
Kristina M. Blackmore
Jocelyne Chiquette
Éric Demers
Michel Dorval
Laurence Lambert-Côté
Hermann Nabi
Nora Pashayan
Penny Soucy

Frontiers in Genetics

doi 10.3389/fgene.2025.1481863

5,286 views
7 citations

Original Research

Published on 04 Dec 2025

Machine learning-based personalized risk prediction model for breast cancer-related lymphedema after surgery

in Breast Cancer

Xuemei Peng
Yanfang Ai
Weiying Xu
Jingling Hong
Qinyan Li
Jianfen Liu

Frontiers in Oncology

doi 10.3389/fonc.2025.1729340

1,721 views
1 citation

Original Research

Published on 01 Nov 2024

Personalized risk prediction of mortality and rehospitalization for heart failure in patients undergoing mitral valve repair surgery

in General Cardiovascular Medicine

Ning Zhou
Kui Zhang
Bokang Qiao
Cong Chen
Xiaobo Guo
Wei Fu
Jubing Zheng
Jie Du
Ran Dong

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2024.1470987

3,278 views

Mini Review

Published on 24 Dec 2024

Leveraging big data and artificial intelligence for smarter trials in myeloproliferative neoplasms

in Blood Cancer

Joshua W. Bliss
Spencer Krichevsky
Joseph Scandura
Ghaith Abu-Zeinah

Frontiers in Hematology

doi 10.3389/frhem.2024.1504327

2,601 views

Perspective

Published on 17 Sep 2015

Doctor, what does my positive test mean? From Bayesian textbook tasks to personalized risk communication

in Cognition

Gorka Navarrete
Rut Correia
Miroslav Sirota
Marie Juanchich
DAVID HUEPE

Frontiers in Psychology

doi 10.3389/fpsyg.2015.01327

11,886 views
7 citations

Original Research

Published on 01 Apr 2022

Machine Learning-Based Personalized Risk Prediction Model for Mortality of Patients Undergoing Mitral Valve Surgery: The PRIME Score

in General Cardiovascular Medicine

Ning Zhou
Zhili Ji
Fengjuan Li
Bokang Qiao
Rui Lin
Wenxi Jiang
Yuexin Zhu
Yuwei Lin
Kui Zhang
Shuanglei Li

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2022.866257

5,828 views
6 citations

Systematic Review

Published on 20 Mar 2024

Breast cancer risk prediction using machine learning: a systematic review

in Breast Cancer

Sadam Hussain
Mansoor Ali
Usman Naseem
Fahimeh Nezhadmoghadam
Munsif Ali Jatoi
T. Aaron Gulliver
Jose Gerardo Tamez-Peña

Frontiers in Oncology

doi 10.3389/fonc.2024.1343627

19,925 views
83 citations

Review

Published on 19 Nov 2025

Enhancing cancer risk awareness and screening management through artificial intelligence: a narrative review

in Cancer Epidemiology and Prevention

Jiaxuan Wu
Xiaolong Tang
Qian Zheng
Xinhang Gu
Li Ma
Jinghong Xian
Hui Mao
Jiadi Gan
Guiyi Ji

Frontiers in Oncology

doi 10.3389/fonc.2025.1695749

2,677 views
1 citation

Original Research

Published on 04 Sep 2024

mtPCDI: a machine learning-based prognostic model for prostate cancer recurrence

in Cancer Genetics and Oncogenomics

Guoliang Cheng
Junrong Xu
Honghua Wang
Jingzhao Chen
Liwei Huang
Zhi Rong Qian
Yong Fan

Frontiers in Genetics

doi 10.3389/fgene.2024.1430565

2,913 views
5 citations

Review

Published on 22 Apr 2026

The gut-lung axis in childhood asthma: from early-life programming to microbiome-informed precision medicine—a narrative review

in Immunological Tolerance and Regulation

Miaojun Mo
Linlin Chen
Yi Wang
Xinyu Lin
Haiting Li
Binbin Chen
Junhui Yuan
Enfu Tao

Frontiers in Immunology

doi 10.3389/fimmu.2026.1814901

608 views

Original Research

Published on 26 Mar 2025

Nonlinear association of cardiometabolic index with hyperuricemia: insights from the NHANES 1999-2018 study

in Renal Endocrinology

Xumei Yang
Yulan Luo
Wei Lai

Frontiers in Endocrinology

doi 10.3389/fendo.2025.1459946

4,618 views
3 citations

Original Research

Accepted on 31 Mar 2026

Rapid Microenvironment Risk Stratification in Clear Cell Renal Cell Carcinoma via a Validated Digital Pathology AI Pipeline

in Cancer Cell Biology

Ming Wang
Ye Dong

Frontiers in Cell and Developmental Biology

241 views

Perspective

Published on 31 Aug 2023

Strengthening stroke prevention and awareness in the Philippines: a conceptual framework

in Stroke

Lance Vincent C. Sese
Ma. Celina L. Guillermo

Frontiers in Neurology

doi 10.3389/fneur.2023.1258821

12,790 views
9 citations

Review

Published on 05 Sep 2024

Risk factors and predictive indicators of rupture in cerebral aneurysms

in Computational Physiology and Medicine

Xiguang Wang
Xu Huang

Frontiers in Physiology

doi 10.3389/fphys.2024.1454016

8,751 views
20 citations

Original Research

Published on 07 Feb 2025

Assessing low-back loading during lifting using personalized electromyography-driven trunk models and NIOSH-based risk levels

in Biomechanics

Mohamed Irfan Refai
Tiwana Varrecchia
Giorgia Chini
Alberto Ranavolo
Massimo Sartori

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2025.1486931

3,504 views
5 citations

Articles

A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy

Genetic discrimination in insurance and employment based on personalized risk stratification for breast cancer screening

Machine learning-based personalized risk prediction model for breast cancer-related lymphedema after surgery

Personalized risk prediction of mortality and rehospitalization for heart failure in patients undergoing mitral valve repair surgery

Leveraging big data and artificial intelligence for smarter trials in myeloproliferative neoplasms

Doctor, what does my positive test mean? From Bayesian textbook tasks to personalized risk communication

Machine Learning-Based Personalized Risk Prediction Model for Mortality of Patients Undergoing Mitral Valve Surgery: The PRIME Score

Breast cancer risk prediction using machine learning: a systematic review

Enhancing cancer risk awareness and screening management through artificial intelligence: a narrative review

mtPCDI: a machine learning-based prognostic model for prostate cancer recurrence

The gut-lung axis in childhood asthma: from early-life programming to microbiome-informed precision medicine—a narrative review

Nonlinear association of cardiometabolic index with hyperuricemia: insights from the NHANES 1999-2018 study

Rapid Microenvironment Risk Stratification in Clear Cell Renal Cell Carcinoma via a Validated Digital Pathology AI Pipeline

Strengthening stroke prevention and awareness in the Philippines: a conceptual framework

Risk factors and predictive indicators of rupture in cerebral aneurysms

Assessing low-back loading during lifting using personalized electromyography-driven trunk models and NIOSH-based risk levels