Clinical Risk Stratification | List of Frontiers open access articles

Review

Published on 19 Sep 2025

Multidimensional roles of cfDNA fragmentomics in preeclampsia: from placental hypoxia and TLR9 inflammation to clinical risk stratification

in Obstetrics and Gynecology

Ziyi Guo
Bin Zhang
Di Yang
Li Wang

Frontiers in Medicine

doi 10.3389/fmed.2025.1539651

2,347 views
1 citation

Original Research

Published on 06 Nov 2025

Predicting first-time anaphylaxis in the elderly using stacked machine learning and population registers

in Drug, Venom & Anaphylaxis

Toni Mora
David Roche
Rosa Muñoz-Cano

Frontiers in Allergy

doi 10.3389/falgy.2025.1655662

1,359 views
2 citations

Original Research

Accepted on 13 Feb 2026

Machine Learning-Based Prediction of Hernia Risk in Peritoneal Dialysis Patients: A Comparative Study of Models and SHAP-Driven Interpretability Analysis

in Nephrology

Yugang Cao
xun Hu
Tao Fang
Jun Guo

Frontiers in Medicine

Original Research

Published on 15 Nov 2022

Evaluation of a radiomics nomogram derived from Fluoride-18 PSMA-1007 PET/CT for risk stratification in newly diagnosed prostate cancer

in Cancer Imaging and Image-directed Interventions

Zhuonan Wang
Yunxuan Li
Anqi Zheng
Jungang Gao
Wang Yuan
Cong Shen
Lu Bai
Xiaoyi Duan

Frontiers in Oncology

doi 10.3389/fonc.2022.1018833

3,573 views
15 citations

Original Research

Published on 28 Jan 2026

Prognostic gene screening and experimental validation in renal clear cell carcinoma based on spatial transcriptomics and single-cell sequencing

in Cancer Immunity and Immunotherapy

Cong Fu
Lin Sun
Tong Zhou
Yanzhi Bi

Frontiers in Immunology

doi 10.3389/fimmu.2026.1699883

740 views

Review

Published on 20 Oct 2023

Hepatitis B Virus and B-cell lymphoma: evidence, unmet need, clinical impact, and opportunities

in Hematologic Malignancies

Maya Rosenberg
Maria Poluch
Colin Thomas
Paola Sindaco
Alan Khoo
Pierluigi Porcu

Frontiers in Oncology

doi 10.3389/fonc.2023.1275800

7,448 views
15 citations

Original Research

Published on 31 Oct 2025

Integrative multi-omics analysis of gastric cancer evolution from precancerous lesions to metastasis identifies a deep learning-based prognostic model

in Cancer Immunity and Immunotherapy

Yulin Ren
Xiaoyan Zhang
Ke Li
Shuning Xu
Lei Qiao
Qun Li
Cheng Zhang
Ying Liu

Frontiers in Immunology

doi 10.3389/fimmu.2025.1680517

3,555 views

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

1,416 views

Clinical Trial

Published on 07 Apr 2021

Clinical Utility of Fluid Volume Assessment in Heart Failure Patients Using Bioimpedance Spectroscopy

in Heart Failure and Transplantation

Andrew J. Accardi
Bradley S. Matsubara
Richelle L. Gaw
Anne Daleiden-Burns
James Thomas Heywood

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2021.636718

8,289 views
16 citations

Original Research

Published on 19 Jul 2021

An Immune Signature Robustly Predicts Clinical Deterioration for Hepatitis C Virus-Related Early-Stage Cirrhosis Patients

in Infectious Diseases – Surveillance, Prevention and Treatment

Cheng Guo
Chenglai Dong
Junjie Zhang
Rui Wang
Zhe Wang
Jie Zhou
Wei Wang
Bing Ji
Boyu Ma
Yanli Ge

Frontiers in Medicine

doi 10.3389/fmed.2021.716869

3,784 views
3 citations

Original Research

Published on 12 Jul 2022

Clinical Outcomes After Ventriculo-Peritoneal Shunting in Patients With Classic vs. Complex NPH

in Dementia and Neurodegenerative Diseases

Eng Tah Goh
Christine Lock
Audrey Jia Luan Tan
Bee Ling Tan
Sai Liang
Robin Pillay
Sumeet Kumar
Azlina Ahmad-Annuar
Vairavan Narayanan
Janell Kwok

Frontiers in Neurology

doi 10.3389/fneur.2022.868000

4,696 views
6 citations

Original Research

Published on 26 Jul 2024

Systematic profiling of mitochondria-related transcriptome in tumorigenesis, prognosis, and tumor immune microenvironment of intrahepatic cholangiocarcinoma: a multi-center cohort study

in Cancer Genetics and Oncogenomics

Bo Chen
Mengmeng Lu
Qiwen Chen
Enguang Zou
Zhiyuan Bo
Jiacheng Li
Rui Zhao
Jungang Zhao
Zhengping Yu
Gang Chen

Frontiers in Genetics

doi 10.3389/fgene.2024.1430885

3,878 views
5 citations

Original Research

Published on 01 Oct 2025

Relative fat mass is associated with vitamin D deficiency in individuals with diabetes: evidence from NHANES and a Chinese cohort

in Clinical Diabetes

Qichao Yang
Mengjiao Xu
Lu Qin
Xuejing Shao
Han Yan

Frontiers in Endocrinology

doi 10.3389/fendo.2025.1659361

2,534 views

Systematic Review

Published on 30 Oct 2025

Inflammatory markers from routine blood tests predict survival in multiple myeloma: a Systematic Review and meta-analysis

in Cancer Immunity and Immunotherapy

Mengjiao Luo
Ling Qin
Yujie Li
Qianru Mei
Qiaoping Wu
Xudong Feng

Frontiers in Immunology

doi 10.3389/fimmu.2025.1669878

2,449 views

Original Research

Published on 14 Nov 2025

Self-reported health as a predictor of cardiometabolic multimorbidity in Chinese older adults: a national cross-sectional study

in Aging and Public Health

Siyu Bing
Weida Liu
Aihong Wang
Shuwen Mao
Xiaoyun Teng
Qiaoqiao Wang

Frontiers in Public Health

doi 10.3389/fpubh.2025.1691960

1,498 views

Systematic Review

Published on 11 Feb 2026

Risk prediction models for cardiac rupture after acute myocardial infarction: a systematic review and meta-analysis

in Coronary Artery Disease

Yijun Mao
Qiang Liu
Hui Fan
Xueqian Ouyang
Xiaojuan Wang

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2026.1721103

409 views

Articles

Multidimensional roles of cfDNA fragmentomics in preeclampsia: from placental hypoxia and TLR9 inflammation to clinical risk stratification

Predicting first-time anaphylaxis in the elderly using stacked machine learning and population registers

Machine Learning-Based Prediction of Hernia Risk in Peritoneal Dialysis Patients: A Comparative Study of Models and SHAP-Driven Interpretability Analysis

Evaluation of a radiomics nomogram derived from Fluoride-18 PSMA-1007 PET/CT for risk stratification in newly diagnosed prostate cancer

Prognostic gene screening and experimental validation in renal clear cell carcinoma based on spatial transcriptomics and single-cell sequencing

Hepatitis B Virus and B-cell lymphoma: evidence, unmet need, clinical impact, and opportunities

Integrative multi-omics analysis of gastric cancer evolution from precancerous lesions to metastasis identifies a deep learning-based prognostic model

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

Clinical Utility of Fluid Volume Assessment in Heart Failure Patients Using Bioimpedance Spectroscopy

An Immune Signature Robustly Predicts Clinical Deterioration for Hepatitis C Virus-Related Early-Stage Cirrhosis Patients

Clinical Outcomes After Ventriculo-Peritoneal Shunting in Patients With Classic vs. Complex NPH

Systematic profiling of mitochondria-related transcriptome in tumorigenesis, prognosis, and tumor immune microenvironment of intrahepatic cholangiocarcinoma: a multi-center cohort study

Relative fat mass is associated with vitamin D deficiency in individuals with diabetes: evidence from NHANES and a Chinese cohort

Inflammatory markers from routine blood tests predict survival in multiple myeloma: a Systematic Review and meta-analysis

Self-reported health as a predictor of cardiometabolic multimorbidity in Chinese older adults: a national cross-sectional study

Risk prediction models for cardiac rupture after acute myocardial infarction: a systematic review and meta-analysis