Original Research

Published on 10 Oct 2022

Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique

in Medicine and Public Health

Adyasha Rath
Debahuti Mishra
Ganapati Panda

Frontiers in Big Data

doi 10.3389/fdata.2022.1021518

5,062 views
15 citations

Original Research

Published on 28 Sep 2022

Application of multiple testing procedures for identifying relevant comorbidities, from a large set, in traumatic brain injury for research applications utilizing big health-administrative data

in Medicine and Public Health

Sayantee Jana
Mitchell Sutton
Tatyana Mollayeva
Vincy Chan
Angela Colantonio
Michael David Escobar

Frontiers in Big Data

doi 10.3389/fdata.2022.793606

1,738 views
2 citations

Opinion

Published on 27 Sep 2022

The ABC recommendations for validation of supervised machine learning results in biomedical sciences

in Medicine and Public Health

Davide Chicco
Giuseppe Jurman

Frontiers in Big Data

doi 10.3389/fdata.2022.979465

2,044 views
8 citations

Original Research

Published on 12 Sep 2022

A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth

in Medicine and Public Health

Helena Coggan
Helena Andres Terre
Pietro Liò

Frontiers in Big Data

doi 10.3389/fdata.2022.941451

1,821 views

Perspective

Published on 29 Aug 2022

Lessons learned: A neuroimaging research center's transition to open and reproducible science

in Medicine and Public Health

Keith A. Bush
Maegan L. Calvert
Clinton D. Kilts

Frontiers in Big Data

doi 10.3389/fdata.2022.988084

2,684 views
7 citations

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

2,921 views
6 citations

Editorial

Published on 19 Jul 2022

Editorial: Big Data and machine learning in cancer theranostics

in Medicine and Public Health

Fabricio Alves Barbosa da Silva
Jack Adam Tuszynski
Helder Nakaya
Channing J. Paller

Frontiers in Big Data

doi 10.3389/fdata.2022.972726

1,532 views

Systematic Review

Published on 14 Jul 2022

Ethics of AI in Radiology: A Review of Ethical and Societal Implications

in Medicine and Public Health

Melanie Goisauf
Mónica Cano Abadía

Frontiers in Big Data

doi 10.3389/fdata.2022.850383

15,268 views
35 citations

Review

Published on 08 Jul 2022

Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?

in Medicine and Public Health

Raphaëlle Toubiana
Millie Macdonald
Sivananda Rajananda
Tale Lokvenec
Thomas C. Kingsley
Santiago Romero-Brufau

Frontiers in Big Data

doi 10.3389/fdata.2022.833196

4,959 views
7 citations

Original Research

Published on 01 Jul 2022

Multiple Chronic Diseases Associated With Tooth Loss Among the US Adult Population

in Medicine and Public Health

Yuqing Zhang
Suzanne G. Leveille
Ling Shi

Frontiers in Big Data

doi 10.3389/fdata.2022.932618

6,916 views
10 citations

Systematic Review

Published on 29 Jun 2022

The Oral Microbiome and Its Role in Systemic Autoimmune Diseases: A Systematic Review of Big Data Analysis

in Medicine and Public Health

Lu Gao
Zijian Cheng
Fudong Zhu
Chunsheng Bi
Qiongling Shi
Xiaoyan Chen

Frontiers in Big Data

doi 10.3389/fdata.2022.927520

4,587 views
14 citations

Original Research

Published on 14 Jun 2022

The Influence of Personal Health Data on the Health Coaching Process

in Medicine and Public Health

Heleen Rutjes
Martijn C. Willemsen
Milou A. Feijt
Wijnand A. IJsselsteijn

Frontiers in Big Data

doi 10.3389/fdata.2022.678061

4,811 views
1 citation

Original Research

Published on 28 Apr 2022

When Patients Recover From COVID-19: Data-Driven Insights From Wearable Technologies

in Medicine and Public Health

Muzhe Guo
Long Nguyen
Hongfei Du
Fang Jin

Frontiers in Big Data

doi 10.3389/fdata.2022.801998

2,514 views

Community Case Study

Published on 27 Apr 2022

Research on Spatial-temporal Spread and Risk Profile of the COVID-19 Epidemic Based on Mobile Phone Trajectory Data

in Medicine and Public Health

Qi Zuo
Jiaman Du
Baofeng Di
Junrong Zhou
Lixia Zhang
Hongxia Liu
Xiaoyu Hou

Frontiers in Big Data

doi 10.3389/fdata.2022.705698

2,135 views
1 citation

Original Research

Published on 05 Apr 2022

BurnoutEnsemble: Augmented Intelligence to Detect Indications for Burnout in Clinical Psychology

in Medicine and Public Health

Ghofrane Merhbene
Sukanya Nath
Alexandre R. Puttick
Mascha Kurpicz-Briki

Frontiers in Big Data

doi 10.3389/fdata.2022.863100

7,402 views
9 citations

Original Research

Published on 25 Mar 2022

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells

in Medicine and Public Health

Gilad Shapira
Mira Marcus-Kalish
Oren Amsalem
Werner Van Geit
Idan Segev
David M. Steinberg

Frontiers in Big Data

doi 10.3389/fdata.2022.789962

1,962 views

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Articles

Imbalanced ECG signal-based heart disease classification using ensemble machine learning technique

Application of multiple testing procedures for identifying relevant comorbidities, from a large set, in traumatic brain injury for research applications utilizing big health-administrative data

The ABC recommendations for validation of supervised machine learning results in biomedical sciences

A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth

Lessons learned: A neuroimaging research center's transition to open and reproducible science

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

Editorial: Big Data and machine learning in cancer theranostics

Ethics of AI in Radiology: A Review of Ethical and Societal Implications

Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?

Multiple Chronic Diseases Associated With Tooth Loss Among the US Adult Population

The Oral Microbiome and Its Role in Systemic Autoimmune Diseases: A Systematic Review of Big Data Analysis

The Influence of Personal Health Data on the Health Coaching Process

When Patients Recover From COVID-19: Data-Driven Insights From Wearable Technologies

Research on Spatial-temporal Spread and Risk Profile of the COVID-19 Epidemic Based on Mobile Phone Trajectory Data

BurnoutEnsemble: Augmented Intelligence to Detect Indications for Burnout in Clinical Psychology

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells