Interpretation Analysis | List of Frontiers open access articles

Original Research

Published on 22 Jul 2020

Large-Scale Structure-Based Prediction of Stable Peptide Binding to Class I HLAs Using Random Forests

in Cancer Immunity and Immunotherapy

Jayvee R. Abella
Dinler A. Antunes
Cecilia Clementi
Lydia E. Kavraki

Frontiers in Immunology

doi 10.3389/fimmu.2020.01583

6,748 views
15 citations

Original Research

Published on 06 Jul 2017

A Novel and Validated Protocol for Performing MIC Tests to Determine the Susceptibility of Piscirickettsia salmonis Isolates to Florfenicol and Oxytetracycline

in Aquatic Microbiology

Sergio Contreras-Lynch
Peter Smith
Paola Olmos
María E. Loy
William Finnegan
Claudio D. Miranda

Frontiers in Microbiology

doi 10.3389/fmicb.2017.01255

20,098 views
29 citations

Original Research

Published on 31 Jul 2023

Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity

in General Cardiovascular Medicine

Huy Pham
Konstantin Egorov
Alexey Kazakov
Semen Budennyy

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2023.1229743

11,493 views
14 citations

Original Research

Published on 25 Jul 2022

A prediction and interpretation machine learning framework of mortality risk among severe infection patients with pseudomonas aeruginosa

in Intensive Care Medicine and Anesthesiology

Chen Cui
Fei Mu
Meng Tang
Rui Lin
Mingming Wang
Xian Zhao
Yue Guan
Jingwen Wang

Frontiers in Medicine

doi 10.3389/fmed.2022.942356

3,385 views
4 citations

Original Research

Published on 18 Dec 2023

Natural language processing for the automated detection of intra-operative elements in lumbar spine surgery

in Neurosurgery

Sayan Biswas
Lareyna McMenemy
Ved Sarkar
Joshua MacArthur
Ella Snowdon
Callum Tetlow
K. Joshi George

Frontiers in Surgery

doi 10.3389/fsurg.2023.1271775

3,650 views
7 citations

Original Research

Published on 29 Apr 2021

Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways

in Network Bioinformatics

Heming Zhang
Yixin Chen
Fuhai Li

Frontiers in Bioinformatics

doi 10.3389/fbinf.2021.639349

15,139 views
54 citations

Original Research

Published on 26 Oct 2023

An interpretable Alzheimer’s disease oligogenic risk score informed by neuroimaging biomarkers improves risk prediction and stratification

in Alzheimer's Disease and Related Dementias

Erica H. Suh
Garam Lee
Sang-Hyuk Jung
Zixuan Wen
Jingxuan Bao
Kwangsik Nho
Heng Huang
Christos Davatzikos
Andrew J. Saykin
Paul M. Thompson

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2023.1281748

5,247 views
6 citations

Articles

Large-Scale Structure-Based Prediction of Stable Peptide Binding to Class I HLAs Using Random Forests

A Novel and Validated Protocol for Performing MIC Tests to Determine the Susceptibility of Piscirickettsia salmonis Isolates to Florfenicol and Oxytetracycline

Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity

A prediction and interpretation machine learning framework of mortality risk among severe infection patients with pseudomonas aeruginosa

Natural language processing for the automated detection of intra-operative elements in lumbar spine surgery

Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways

An interpretable Alzheimer’s disease oligogenic risk score informed by neuroimaging biomarkers improves risk prediction and stratification