Group Based Trajectory Modeling | List of Frontiers open access articles

Original Research

Published on 25 Feb 2026

Group-based trajectory modeling of platelet dynamics in sepsis: from phenotypic identification to the exploration of prognostic mediators

in Intensive Care Medicine and Anesthesiology

Xi Zhang
Jundan Cai
Chunhui Ni
Yingying Ma
Yun Wu
Hongfeng Yang
Fang Ye

Frontiers in Medicine

doi 10.3389/fmed.2026.1761545

127 views

Original Research

Published on 24 Dec 2021

Co-occurring Hearing Loss and Cognitive Decline in Older Adults: A Dual Group-Based Trajectory Modeling Approach

in Neurocognitive Aging and Behavior

Yvonne Tran
Diana Tang
Charles Lo
Catherine McMahon
Paul Mitchell
Bamini Gopinath

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2021.794787

11,341 views
21 citations

Original Research

Published on 16 Jun 2025

Lactate trajectories and outcomes in patients with sepsis in the intensive care unit: group-based trajectory modeling

in Disaster and Emergency Medicine

Yu Wei
Jinqiang Zhuang
Jiaqi Li
Zixuan Wang
Jing Wang
Xiaojie Zhang
Junling Leng

Frontiers in Public Health

doi 10.3389/fpubh.2025.1610220

5,658 views
5 citations

Original Research

Published on 09 Feb 2026

Longitudinal SOFA score trajectories and risk stratification in ICU patients with Staphylococcus aureus bloodstream infection: insights from group-based trajectory modeling

in Clinical Infectious Diseases

Heyu Chen
Yushi Fan
Ruomeng Hu
Qing Yu
Jiafei Yu
Xinyun Zhang
Hongwei Zhou
Kai Zhang
Wei Cui
Shufang Zhang

Frontiers in Cellular and Infection Microbiology

doi 10.3389/fcimb.2026.1756348

419 views

Original Research

Published on 20 Oct 2022

Prediction of radiographic progression pattern in patients with ankylosing spondylitis using group-based trajectory modeling and decision trees

in Rheumatology

Juyeon Kang
Tae-Han Lee
Seo Young Park
Seunghun Lee
Bon San Koo
Tae-Hwan Kim

Frontiers in Medicine

doi 10.3389/fmed.2022.994308

4,200 views
5 citations

Original Research

Published on 06 Aug 2024

Longitudinal association of adverse childhood experiences with cognitive function trajectories among middle-aged and older adults: group-based trajectory modeling

in Public Mental Health

Xingyue He
Hui Yang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1440265

5,899 views
4 citations

Original Research

Published on 13 Nov 2025

Nine-year risk stratification and prediction of Helicobacter pylori infection using Group-Based Trajectory Modeling and machine learning in 35,206 adults

in Infectious Diseases: Epidemiology and Prevention

Heping Zhao
Sainan Liu
Manzhen Wei
Yuhan Wang
Tong Xiao
Tian Yao

Frontiers in Public Health

doi 10.3389/fpubh.2025.1688708

1,608 views

Original Research

Published on 28 Oct 2024

Association between household solid fuel usage and trajectories of multimorbidity among middle-aged and older adults: a nationwide population-based cohort study

in Environmental Health and Exposome

Yiting Li
Bingjie Wu
Bingbing Fan
Jiali Lv
Chunxia Li
Chang Su
Aidong Liu
Tao Zhang

Frontiers in Public Health

doi 10.3389/fpubh.2024.1446688

2,738 views

Original Research

Published on 09 Feb 2026

Neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and monocyte-to-lymphocyte ratio as prognostic indicators in Pneumocystis jirovecii pneumonia

in Intensive Care Medicine and Anesthesiology

Fei Yu
Yousheng Ye
Min Shao

Frontiers in Medicine

doi 10.3389/fmed.2026.1763688

289 views

Original Research

Published on 21 Nov 2024

Allopregnanolone and mood in the peripartum: a longitudinal assessment in healthy women

in Behavioral Endocrinology

Maria Katharina Grötsch
Ulrike Ehlert

Frontiers in Behavioral Neuroscience

doi 10.3389/fnbeh.2024.1499416

3,245 views
2 citations

Original Research

Published on 07 Jun 2019

History of Alcohol and Opioid Use Impacts on the Long-Term Recovery Trajectories of Methamphetamine-Dependent Patients

in Addictive Disorders

Haoye Tan
Di Liang
Na Zhong
Yan Zhao
Zhikang Chen
Min Zhao
Haifeng Jiang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2019.00398

4,104 views
3 citations

Original Research

Published on 01 Dec 2022

Associations between trajectories of social participation and functional ability among older adults: Results from the China Health and Retirement Longitudinal Study

in Aging and Public Health

Jiaqin Xu
Jixiang Xu
Yingwei Chen
Yujie Wang
Guoyou Qin
Junling Gao

Frontiers in Public Health

doi 10.3389/fpubh.2022.1047105

4,783 views
13 citations

Original Research

Published on 19 Jul 2024

Associations between serum albumin level trajectories and clinical outcomes in sepsis patients in ICU: insights from longitudinal group trajectory modeling

in Clinical Nutrition

Xin Tie
Yanjie Zhao
Ting Sun
Ran Zhou
Jianbo Li
Jing Su
Wanhong Yin

Frontiers in Nutrition

doi 10.3389/fnut.2024.1433544

7,071 views
20 citations

Original Research

Published on 17 Nov 2025

Estradiol trajectories and early pregnancy loss: a retrospective study

in Reproduction

Yanling Wei
Xue Wei
Fangxiang Mu
Fang Wang

Frontiers in Endocrinology

doi 10.3389/fendo.2025.1657453

2,077 views

Original Research

Published on 22 Jul 2021

Distinct Patterns of Urban-Rural and Sex Disparities in Children's BMI Trajectories From 2013 to 2018

in Children and Health

Yunping Zhou
Pengli Yu
Yanqing Zhang
Tao Wang
Aimin Wang

Frontiers in Public Health

doi 10.3389/fpubh.2021.689021

3,967 views
8 citations

Original Research

Published on 03 Oct 2025

Nutritional trajectories in gastric cancer patients with early oral feeding

in Nutrition Methodology

Nan Yao
Haixia Chen
Leyao Han
Meishan Zhang
Meng Yang
Haijun Zhang
Xinglei Wang
Xinman Dou

Frontiers in Nutrition

doi 10.3389/fnut.2025.1656439

2,161 views

Articles

Group-based trajectory modeling of platelet dynamics in sepsis: from phenotypic identification to the exploration of prognostic mediators

Co-occurring Hearing Loss and Cognitive Decline in Older Adults: A Dual Group-Based Trajectory Modeling Approach

Lactate trajectories and outcomes in patients with sepsis in the intensive care unit: group-based trajectory modeling

Longitudinal SOFA score trajectories and risk stratification in ICU patients with Staphylococcus aureus bloodstream infection: insights from group-based trajectory modeling

Prediction of radiographic progression pattern in patients with ankylosing spondylitis using group-based trajectory modeling and decision trees

Longitudinal association of adverse childhood experiences with cognitive function trajectories among middle-aged and older adults: group-based trajectory modeling

Nine-year risk stratification and prediction of Helicobacter pylori infection using Group-Based Trajectory Modeling and machine learning in 35,206 adults

Association between household solid fuel usage and trajectories of multimorbidity among middle-aged and older adults: a nationwide population-based cohort study

Neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and monocyte-to-lymphocyte ratio as prognostic indicators in Pneumocystis jirovecii pneumonia

Allopregnanolone and mood in the peripartum: a longitudinal assessment in healthy women

History of Alcohol and Opioid Use Impacts on the Long-Term Recovery Trajectories of Methamphetamine-Dependent Patients

Associations between trajectories of social participation and functional ability among older adults: Results from the China Health and Retirement Longitudinal Study

Associations between serum albumin level trajectories and clinical outcomes in sepsis patients in ICU: insights from longitudinal group trajectory modeling

Estradiol trajectories and early pregnancy loss: a retrospective study

Distinct Patterns of Urban-Rural and Sex Disparities in Children's BMI Trajectories From 2013 to 2018

Nutritional trajectories in gastric cancer patients with early oral feeding