Predictive Algorithm | List of Frontiers open access articles

Review

Published on 13 Apr 2023

Hypotension prediction index: From reactive to predictive hemodynamic management, the key to maintaining hemodynamic stability

in Cardiothoracic Anesthesiology

Javier Ripollés-Melchor
Alicia Ruiz-Escobar
Paula Fernández-Valdes-Bango
Juan V. Lorente
Ignacio Jiménez-López
Alfredo Abad-Gurumeta
Laura Carrasco-Sánchez
M. Ignacio Monge-García

Frontiers in Anesthesiology

doi 10.3389/fanes.2023.1138175

10,668 views
23 citations

Review

Published on 11 Jan 2021

Selective Serotonin Reuptake Inhibitor Pharmaco-Omics: Mechanisms and Prediction

in Pharmacogenetics and Pharmacogenomics

Thanh Thanh L. Nguyen
Duan Liu
Ming-Fen Ho
Arjun P. Athreya
Richard Weinshilboum

Frontiers in Pharmacology

doi 10.3389/fphar.2020.614048

11,695 views
19 citations

Original Research

Published on 05 Aug 2022

Prediction of conversion to dementia using interpretable machine learning in patients with amnestic mild cognitive impairment

in Alzheimer's Disease and Related Dementias

Min Young Chun
Chae Jung Park
Jonghyuk Kim
Jee Hyang Jeong
Hyemin Jang
Kyunga Kim
Sang Won Seo

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2022.898940

6,354 views
42 citations

Brief Research Report

Published on 13 Aug 2021

Development of Digitally Obtainable 10-Year Risk Scores for Depression and Anxiety in the General Population

in Computational Psychiatry

Davide Morelli
Nikola Dolezalova
Sonia Ponzo
Michele Colombo
David Plans

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.689026

5,851 views
1 citation

Original Research

Published on 17 Nov 2022

The machine learning model based on trajectory analysis of ribonucleic acid test results predicts the necessity of quarantine in recurrently positive patients with SARS-CoV-2 infection

in Infectious Diseases: Epidemiology and Prevention

Qi-Xiang Song
Zhichao Jin
Weilin Fang
Chenxu Zhang
Chi Peng
Min Chen
Xu Zhuang
Wei Zhai
Jun Wang
Min Cao

Frontiers in Public Health

doi 10.3389/fpubh.2022.1011277

3,761 views
1 citation

Original Research

Published on 12 Sep 2022

Structural brain morphometry as classifier and predictor of ADHD and reward-related comorbidities

in Aging Psychiatry

Daan van Rooij
Yanli Zhang-James
Jan Buitelaar
Stephen V. Faraone
Andreas Reif
Oliver Grimm

Frontiers in Psychiatry

doi 10.3389/fpsyt.2022.869627

3,755 views
5 citations

Original Research

Published on 21 Mar 2025

Ecological Momentary Assessment of emotional dysregulation and outbursts among youth with ADHD: a feasibility study of a biomarker-driven predictive algorithm in the special education pre-K and early childhood classroom settings

in Child Mental Health and Interventions

Ripudaman (Zeeba) Singh
Janav Panchal
Sami Ali
Beth Krone
Isaac J. Wert
Mark Owens
Mark Stein
Maulik V. Shah

Frontiers in Child and Adolescent Psychiatry

doi 10.3389/frcha.2025.1549220

3,481 views
1 citation

Original Research

Published on 22 Aug 2025

Pustular reaction in adult-onset immunodeficiency due to anti-interferon-gamma autoantibodies

in Autoimmune and Autoinflammatory Disorders : Autoimmune Disorders

Narachai Julanon
Pojsakorn Danpanichkul
Charoen Choonhakarn
Suteeraporn Chaowattanapanit
Siriluck Anunnatsiri
Ploenchan Chetchotisakd
Salin Kiratikanon
Rujira Rujiwetpongstorn
Napatra Tovanabutra
Siri Chiewchanvit

Frontiers in Immunology

doi 10.3389/fimmu.2025.1619832

2,802 views

Original Research

Published on 21 Feb 2017

Semi-Supervised Learning of Cartesian Factors: A Top-Down Model of the Entorhinal Hippocampal Complex

in Cognition

András Lőrincz
András Sárkány

Frontiers in Psychology

doi 10.3389/fpsyg.2017.00215

3,573 views
5 citations

Original Research

Published on 13 Feb 2023

Anatomical parameters alter the biomechanical responses of adjacent segments following lumbar fusion surgery: Personalized poroelastic finite element modelling investigations

in Biomechanics

Mohammad Nikkhoo
Wen-Chien Chen
Meng-Ling Lu
Chen-Ju Fu
Chi-Chien Niu
Hen-Yu Lien
Chih-Hsiu Cheng

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2023.1110752

2,848 views
5 citations

Original Research

Published on 19 Nov 2025

Predicting pneumonia algorithm in stroke patients

in Stroke

Jong Weon Lee
Hyun-Joung Lee
Hyeon Ju Jang
Yeseul Yun
Deog Young Kim

Frontiers in Neurology

doi 10.3389/fneur.2025.1690049

1,338 views

Original Research

Published on 04 Jun 2025

Retrospective validation of the postnatal growth and retinopathy of prematurity criteria in a Chinese cohort

in Neonatology

Li Li
Yanlin Gao
Yuhan Lu
Wei Chen
Mei Han

Frontiers in Pediatrics

doi 10.3389/fped.2025.1509106

1,909 views
1 citation

Original Research

Published on 29 Jun 2022

Exposing and Overcoming Limitations of Clinical Laboratory Tests in COVID-19 by Adding Immunological Parameters; A Retrospective Cohort Analysis and Pilot Study

in Viral Immunology

Adrián Sánchez-Montalvá
Daniel Álvarez-Sierra
Mónica Martínez-Gallo
Janire Perurena-Prieto
Iria Arrese-Muñoz
Juan Carlos Ruiz-Rodríguez
Juan Espinosa-Pereiro
Pau Bosch-Nicolau
Xavier Martínez-Gómez
Andrés Antón

Frontiers in Immunology

doi 10.3389/fimmu.2022.902837

5,961 views
6 citations

Original Research

Published on 11 Aug 2022

Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care—Application to Neonatal Jaundice

in Obstetric and Pediatric Pharmacology

Gilbert Koch
Melanie Wilbaux
Severin Kasser
Kai Schumacher
Britta Steffens
Sven Wellmann
Marc Pfister

Frontiers in Pharmacology

doi 10.3389/fphar.2022.842548

3,602 views
5 citations

Study Protocol

Published on 01 Jul 2021

SIMON: A Digital Protocol to Monitor and Predict Suicidal Ideation

in Public Mental Health

Laura Sels
Stephanie Homan
Anja Ries
Prabhakaran Santhanam
Hanne Scheerer
Michael Colla
Stefan Vetter
Erich Seifritz
Isaac Galatzer-Levy
Tobias Kowatsch

Frontiers in Psychiatry

doi 10.3389/fpsyt.2021.554811

11,934 views
35 citations

Original Research

Published on 19 Dec 2024

Circulating biomarkers associated with pediatric sickle cell disease

in Molecular Diagnostics and Therapeutics

Cecilia Elorm Lekpor
Felix Abekah Botchway
Adel Driss
Alaijah Bashi
Afua D. Abrahams
Kwadwo Asamoah Kusi
Godfred Futagbi
Ernest Alema-Mensah
William Agbozo
Wesley Solomon

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2024.1481441

5,168 views
2 citations

Articles

Hypotension prediction index: From reactive to predictive hemodynamic management, the key to maintaining hemodynamic stability

Selective Serotonin Reuptake Inhibitor Pharmaco-Omics: Mechanisms and Prediction

Prediction of conversion to dementia using interpretable machine learning in patients with amnestic mild cognitive impairment

Development of Digitally Obtainable 10-Year Risk Scores for Depression and Anxiety in the General Population

The machine learning model based on trajectory analysis of ribonucleic acid test results predicts the necessity of quarantine in recurrently positive patients with SARS-CoV-2 infection

Structural brain morphometry as classifier and predictor of ADHD and reward-related comorbidities

Ecological Momentary Assessment of emotional dysregulation and outbursts among youth with ADHD: a feasibility study of a biomarker-driven predictive algorithm in the special education pre-K and early childhood classroom settings

Pustular reaction in adult-onset immunodeficiency due to anti-interferon-gamma autoantibodies

Semi-Supervised Learning of Cartesian Factors: A Top-Down Model of the Entorhinal Hippocampal Complex

Anatomical parameters alter the biomechanical responses of adjacent segments following lumbar fusion surgery: Personalized poroelastic finite element modelling investigations

Predicting pneumonia algorithm in stroke patients

Retrospective validation of the postnatal growth and retinopathy of prematurity criteria in a Chinese cohort

Exposing and Overcoming Limitations of Clinical Laboratory Tests in COVID-19 by Adding Immunological Parameters; A Retrospective Cohort Analysis and Pilot Study

Leveraging Predictive Pharmacometrics-Based Algorithms to Enhance Perinatal Care—Application to Neonatal Jaundice

SIMON: A Digital Protocol to Monitor and Predict Suicidal Ideation

Circulating biomarkers associated with pediatric sickle cell disease