Personalized Risk Assessment | 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

5,179 views
11 citations

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

2,710 views
5 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

7,820 views
18 citations

Original Research

Published on 07 May 2021

Exome Sequencing in BRCA1-2 Candidate Familias: The Contribution of Other Cancer Susceptibility Genes

in Cancer Genetics

Gabriella Doddato
Floriana Valentino
Annarita Giliberti
Filomena Tiziana Papa
Rossella Tita
Lucia Pia Bruno
Sara Resciniti
Chiara Fallerini
Elisa Benetti
Maria Palmieri

Frontiers in Oncology

doi 10.3389/fonc.2021.649435

7,640 views
16 citations

Original Research

Published on 01 Sep 2025

Application of machine learning for prognostic modeling in unresectable pancreatic cancer treated with chemoradiotherapy

in Radiation Oncology

Wei Xiao
Binbin Yang
Shanbao Ke

Frontiers in Oncology

doi 10.3389/fonc.2025.1644141

1,606 views

Original Research

Published on 17 Jul 2025

Development and validation of a risk prediction model for perioperative acute kidney injury in non-cardiac and non-urological surgery patients: a retrospective cohort study

in Computational Physiology and Medicine

Xuhui Cong
Xuli Zou
Ruilou Zhu
Yubao Li
Lu Liu
Jiaqiang Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1628450

1,700 views
1 citation

Original Research

Published on 12 Oct 2022

Rule-based definition of muscle bundles in patient-specific models of the left atrium

in Computational Physiology and Medicine

Simone Rossi
Laryssa Abdala
Andrew Woodward
John P. Vavalle
Craig S. Henriquez
Boyce E. Griffith

Frontiers in Physiology

doi 10.3389/fphys.2022.912947

3,867 views
5 citations

Original Research

Published on 28 Jun 2022

Incidence, Risk Factors, and Outcomes of Severe Hypoxemia After Cardiac Surgery

in Cardiovascular Surgery

Dashuai Wang
Xiangchao Ding
Yunshu Su
Peiwen Yang
Xinling Du
Manda Sun
Xiaofan Huang
Zhang Yue
Fuqiang Sun
Fei Xie

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2022.934533

10,802 views
15 citations

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

2,326 views

Original Research

Published on 04 Jun 2025

LASSO-Cox model in the prognostic evaluation of radiochemotherapy efficacy for lymph node metastatic nasopharyngeal carcinoma

in Radiation Oncology

Simin Lu
Xin Zhang
Xin Zheng
Gang Li
Haizhen Zhang
Yinghong Zhong
Daijie Wang

Frontiers in Oncology

doi 10.3389/fonc.2025.1606967

1,971 views
2 citations

Original Research

Published on 12 Nov 2019

Tumor Characterization in Breast Cancer Identifies Immune-Relevant Gene Signatures Associated With Prognosis

in Cancer Genetics

Jie Li
Cun Liu
Yi Chen
Chundi Gao
Miyuan Wang
Xiaoran Ma
Wenfeng Zhang
Jing Zhuang
Yan Yao
Changgang Sun

Frontiers in Genetics

doi 10.3389/fgene.2019.01119

11,979 views
65 citations

Original Research

Accepted on 12 Feb 2026

Will the Introduction of β-Lactamase Inhibitors Alter the Adverse Event Profile of Parent Penicillins Antibiotics? A Pharmacovigilance Study Based on Amoxicillin-Clavulanate and Ampicillin-Sulbactam

in Pharmacoepidemiology

Yanlang He
Yunxia Liao
Guier Xiao
Dinghui Zhou
Liuyun Huang
Sheng Wei

Frontiers in Pharmacology

Original Research

Published on 27 Nov 2024

Nomogram model for screening the risk of frailty in older adult atrial fibrillation patients: a cross-sectional study

in Aging and Public Health

Hairong Lin
Mei Lin
Zhiying Xu
Hong Li
Dingce Sun

Frontiers in Public Health

doi 10.3389/fpubh.2024.1434244

2,488 views

Original Research

Published on 26 Feb 2026

An interpretable nomogram with SHAP analysis predicts thrombotic failure of forearm arteriovenous fistulas

in Vascular Surgery

Yilin Xu
Linsen Jiang
Haixia Zhang
Rong Ni
Peng Qian
Zhi Wang
Weiwei Li

Frontiers in Surgery

doi 10.3389/fsurg.2026.1743314

114 views

Original Research

Published on 17 Jul 2025

Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model

in Gastrointestinal Cancers: Colorectal Cancer

Guinian Du
Hui Lv
Yishan Liang
Jingyue Zhang
Qiaoling Huang
Guiming Xie
Xian Wu
Hao Zeng
Lijuan Wu
Jianbo Ye

Frontiers in Oncology

doi 10.3389/fonc.2025.1575844

2,619 views
3 citations

Perspective

Published on 01 Jul 2025

CTLA-4 and PD-1 combined blockade therapy for malignant melanoma brain metastases: mechanisms, challenges, and prospects

in Cancer Immunity and Immunotherapy

Jia-Wen Wang
Ying-Fa Feng
Jia-Hui Liu

Frontiers in Immunology

doi 10.3389/fimmu.2025.1629879

5,191 views
2 citations

Articles

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

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

Risk factors and predictive indicators of rupture in cerebral aneurysms

Exome Sequencing in BRCA1-2 Candidate Familias: The Contribution of Other Cancer Susceptibility Genes

Application of machine learning for prognostic modeling in unresectable pancreatic cancer treated with chemoradiotherapy

Development and validation of a risk prediction model for perioperative acute kidney injury in non-cardiac and non-urological surgery patients: a retrospective cohort study

Rule-based definition of muscle bundles in patient-specific models of the left atrium

Incidence, Risk Factors, and Outcomes of Severe Hypoxemia After Cardiac Surgery

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

LASSO-Cox model in the prognostic evaluation of radiochemotherapy efficacy for lymph node metastatic nasopharyngeal carcinoma

Tumor Characterization in Breast Cancer Identifies Immune-Relevant Gene Signatures Associated With Prognosis

Will the Introduction of β-Lactamase Inhibitors Alter the Adverse Event Profile of Parent Penicillins Antibiotics? A Pharmacovigilance Study Based on Amoxicillin-Clavulanate and Ampicillin-Sulbactam

Nomogram model for screening the risk of frailty in older adult atrial fibrillation patients: a cross-sectional study

An interpretable nomogram with SHAP analysis predicts thrombotic failure of forearm arteriovenous fistulas

Population-based colorectal cancer risk prediction using a SHAP-enhanced LightGBM model

CTLA-4 and PD-1 combined blockade therapy for malignant melanoma brain metastases: mechanisms, challenges, and prospects