Original Research

Published on 15 Nov 2022

Pharmacogenomics driven decision support prototype with machine learning: A framework for improving patient care

in Medicine and Public Health

Farah Kidwai-Khan
Christopher T. Rentsch
Rebecca Pulk
Charles Alcorn
Cynthia A. Brandt
Amy C. Justice

Frontiers in Big Data

doi 10.3389/fdata.2022.1059088

2,213 views
5 citations

Original Research

Published on 10 Nov 2022

TELS: Evolution patterns of research keywords from the evidence of PNAS Social Sciences topics

in Big Data Networks

Bing Liu
Mengfan Shi
Yi Kuang
Xin Jiang

Frontiers in Big Data

doi 10.3389/fdata.2022.1045513

2,190 views
1 citation

Original Research

Published on 10 Nov 2022

Methods for detecting probable COVID-19 cases from large-scale survey data also reveal probable sex differences in symptom profiles

in Machine Learning and Artificial Intelligence

Amit Klein
Karena Puldon
Stephan Dilchert
Wendy Hartogensis
Anoushka Chowdhary
Claudine Anglo
Leena S. Pandya
Frederick M. Hecht
Ashley E. Mason
Benjamin L. Smarr

Frontiers in Big Data

doi 10.3389/fdata.2022.1043704

1,487 views
3 citations

Original Research

Published on 07 Nov 2022

Spatial data analysis for intelligent buildings: Awareness of context and data uncertainty

in Data Mining and Management

Huan Li
Tiantian Liu
Harry Kai-Ho Chan
Hua Lu

Frontiers in Big Data

doi 10.3389/fdata.2022.1049198

2,147 views
2 citations

Original Research

Published on 07 Nov 2022

Effect of the high-level trigger for detecting long-lived particles at LHCb

in Big Data and AI in High Energy Physics

Lukas Calefice
Arthur Hennequin
Louis Henry
Brij Jashal
Diego Mendoza
Arantza Oyanguren
Izaac Sanderswood
Carlos Vázquez Sierra
Jiahui Zhuo
Part of LHCb-RTA Collaboration

Frontiers in Big Data

doi 10.3389/fdata.2022.1008737

2,726 views
5 citations

Original Research

Published on 04 Nov 2022

WINNER: A network biology tool for biomolecular characterization and prioritization

in Medicine and Public Health

Thanh Nguyen
Zongliang Yue
Radomir Slominski
Robert Welner
Jianyi Zhang
Jake Y. Chen

Frontiers in Big Data

doi 10.3389/fdata.2022.1016606

2,358 views
3 citations

Original Research

Published on 03 Nov 2022

Dynamic transfer learning with progressive meta-task scheduler

in Data Mining and Management

Jun Wu
Jingrui He

Frontiers in Big Data

doi 10.3389/fdata.2022.1052972

1,788 views

Original Research

Published on 31 Oct 2022

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

in Medicine and Public Health

Konstantin Sharafutdinov
Jayesh S. Bhat
Sebastian Johannes Fritsch
Kateryna Nikulina
Moein E. Samadi
Richard Polzin
Hannah Mayer
Gernot Marx
Johannes Bickenbach
Andreas Schuppert

Frontiers in Big Data

doi 10.3389/fdata.2022.603429

3,323 views
7 citations

Review

Published on 26 Oct 2022

Apparent age prediction from faces: A survey of modern approaches

in Machine Learning and Artificial Intelligence

Olatunbosun Agbo-Ajala
Serestina Viriri
Mustapha Oloko-Oba
Olufisayo Ekundayo
Reolyn Heymann

Frontiers in Big Data

doi 10.3389/fdata.2022.1025806

9,377 views
5 citations

Mini Review

Published on 25 Oct 2022

The PRC considers military AI ethics: Can autonomy be trusted?

in Cybersecurity and Privacy

Mark Metcalf

Frontiers in Big Data

doi 10.3389/fdata.2022.991392

4,957 views
1 citation

Perspective

Published on 21 Oct 2022

Real-world data mining meets clinical practice: Research challenges and perspective

in Data Mining and Management

Federica Mandreoli
Davide Ferrari
Veronica Guidetti
Federico Motta
Paolo Missier

Frontiers in Big Data

doi 10.3389/fdata.2022.1021621

4,577 views
10 citations

Brief Research Report

Published on 20 Oct 2022

Lethal autonomous weapons systems, revulsion, and respect

in Cybersecurity and Privacy

Richard Dean

Frontiers in Big Data

doi 10.3389/fdata.2022.991459

3,448 views

Methods

Published on 19 Oct 2022

MedGraph: A semantic biomedical information retrieval framework using knowledge graph embedding for PubMed

in Medicine and Public Health

Islam Akef Ebeid

Frontiers in Big Data

doi 10.3389/fdata.2022.965619

3,539 views
3 citations

Original Research

Published on 10 Oct 2022

The determinants of investment fraud: A machine learning and artificial intelligence approach

in Machine Learning and Artificial Intelligence

Mark Lokanan

Frontiers in Big Data

doi 10.3389/fdata.2022.961039

5,100 views
5 citations

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

5,055 views
15 citations

Methods

Published on 30 Sep 2022

Using machine learning to improve neutron identification in water Cherenkov detectors

in Big Data and AI in High Energy Physics

Blair Jamieson
Matt Stubbs
Sheela Ramanna
John Walker
Nick Prouse
Ryosuke Akutsu
Patrick de Perio
Wojciech Fedorko

Frontiers in Big Data

doi 10.3389/fdata.2022.978857

2,749 views
8 citations

Navigation group

Articles

Pharmacogenomics driven decision support prototype with machine learning: A framework for improving patient care

TELS: Evolution patterns of research keywords from the evidence of PNAS Social Sciences topics

Methods for detecting probable COVID-19 cases from large-scale survey data also reveal probable sex differences in symptom profiles

Spatial data analysis for intelligent buildings: Awareness of context and data uncertainty

Effect of the high-level trigger for detecting long-lived particles at LHCb

WINNER: A network biology tool for biomolecular characterization and prioritization

Dynamic transfer learning with progressive meta-task scheduler

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets

Apparent age prediction from faces: A survey of modern approaches

The PRC considers military AI ethics: Can autonomy be trusted?

Real-world data mining meets clinical practice: Research challenges and perspective

Lethal autonomous weapons systems, revulsion, and respect

MedGraph: A semantic biomedical information retrieval framework using knowledge graph embedding for PubMed

The determinants of investment fraud: A machine learning and artificial intelligence approach

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

Using machine learning to improve neutron identification in water Cherenkov detectors