Original Research

Published on 10 Dec 2021

Predictive Modelling of Susceptibility to Substance Abuse, Mortality and Drug-Drug Interactions in Opioid Patients

in Medicine and Public Health

Ramya Vunikili
Benjamin S. Glicksberg
Kipp W. Johnson
Joel T. Dudley
Lakshminarayanan Subramanian
Khader Shameer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.742723

5,032 views
8 citations

Original Research

Published on 06 Dec 2021

BERT-Based Natural Language Processing of Drug Labeling Documents: A Case Study for Classifying Drug-Induced Liver Injury Risk

in Medicine and Public Health

Yue Wu
Zhichao Liu
Leihong Wu
Minjun Chen
Weida Tong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.729834

3,284 views
14 citations

Original Research

Published on 30 Nov 2021

A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account

in Medicine and Public Health

Khashayar Namdar
Masoom A. Haider
Farzad Khalvati

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.582928

8,606 views
23 citations

Original Research

Published on 25 Nov 2021

Data-Driven Discovery of Mathematical and Physical Relations in Oncology Data Using Human-Understandable Machine Learning

in Medicine and Public Health

Daria Kurz
Carlos Salort Sánchez
Cristian Axenie

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.713690

2,698 views
4 citations

Original Research

Published on 18 Nov 2021

DeepCarc: Deep Learning-Powered Carcinogenicity Prediction Using Model-Level Representation

in Medicine and Public Health

Ting Li
Weida Tong
Ruth Roberts
Zhichao Liu
Shraddha Thakkar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.757780

7,258 views
28 citations

Brief Research Report

Published on 16 Nov 2021

The ReIMAGINE Multimodal Warehouse: Using Artificial Intelligence for Accurate Risk Stratification of Prostate Cancer

in Medicine and Public Health

Aida Santaolalla
Tim Hulsen
Jenson Davis
Hashim U. Ahmed
Caroline M. Moore
Shonit Punwani
Gert Attard
Neil McCartan
Mark Emberton
Anthony Coolen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.769582

4,519 views
2 citations

Systematic Review

Published on 02 Nov 2021

What Makes Artificial Intelligence Exceptional in Health Technology Assessment?

in Medicine and Public Health

Jean-Christophe Bélisle-Pipon
Vincent Couture
Marie-Christine Roy
Isabelle Ganache
Mireille Goetghebeur
I. Glenn Cohen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.736697

15,400 views
41 citations

Mini Review

Published on 26 Oct 2021

Challenges of Developing Robust AI for Intrapartum Fetal Heart Rate Monitoring

in Medicine and Public Health

M. E. O’Sullivan
E. C. Considine
M. O'Riordan
W. P. Marnane
J. M. Rennie
G. B. Boylan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.765210

8,708 views
16 citations

Original Research

Published on 13 Oct 2021

Artificial Intelligence to Analyze the Cortical Thickness Through Age

in Medicine and Public Health

Sergio Ledesma
Mario-Alberto Ibarra-Manzano
Dora-Luz Almanza-Ojeda
Pascal Fallavollita
Jason Steffener

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.549255

2,242 views

Original Research

Published on 11 Oct 2021

Machine Learning Detects Anti-DENV Signatures in Antibody Repertoire Sequences

in Medicine and Public Health

Alexander Horst
Erand Smakaj
Eriberto Noel Natali
Deniz Tosoni
Lmar Marie Babrak
Patrick Meier
Enkelejda Miho

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.715462

4,634 views
8 citations

Original Research

Published on 13 Sep 2021

Data-Driven Prediction of Fatigue in Parkinson’s Disease Patients

in Medicine and Public Health

Dong Goo Lee
Adrian Lindsay
Adam Yu
Samantha Neilson
Kristen Sundvick
Ella Golz
Liam Foulger
Maryam Mirian
Silke Appel-Cresswell

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.678678

2,500 views
3 citations

Original Research

Published on 13 Sep 2021

Insights Into Co-Morbidity and Other Risk Factors Related to COVID-19 Within Ontario, Canada

in Medicine and Public Health

Brett Snider
Bhumi Patel
Edward McBean

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.684609

4,257 views
9 citations

Correction

Published on 13 Sep 2021

Corrigendum: Insights Into Co-Morbidity and Other Risk Factors Related to COVID-19 Within Ontario, Canada

in Medicine and Public Health

Brett Snider
Bhumi Patel
Edward McBean

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.759022

1,161 views

Review

Published on 10 Sep 2021

Deep Learning of Histopathology Images at the Single Cell Level

in Medicine and Public Health

Kyubum Lee
John H. Lockhart
Mengyu Xie
Ritu Chaudhary
Robbert J. C. Slebos
Elsa R. Flores
Christine H. Chung
Aik Choon Tan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.754641

30,710 views
41 citations

Original Research

Published on 03 Sep 2021

Reliable and Interpretable Mortality Prediction With Strong Foresight in COVID-19 Patients: An International Study From China and Germany

in Medicine and Public Health

Tao Bai
Xue Zhu
Xiang Zhou
Denise Grathwohl
Pengshuo Yang
Yuguo Zha
Yu Jin
Hui Chong
Qingyang Yu
Nora Isberner

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.672050

2,659 views
4 citations

Original Research

Published on 20 Aug 2021

Estimation and Discriminability of Doppler Ultrasound Fetal Heart Rate Variability Measures

in Medicine and Public Health

Johann Vargas-Calixto
Philip Warrick
Robert Kearney

Frontiers in Artificial Intelligence

doi 10.3389/frai.2021.674238

3,381 views
1 citation

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Articles

Predictive Modelling of Susceptibility to Substance Abuse, Mortality and Drug-Drug Interactions in Opioid Patients

BERT-Based Natural Language Processing of Drug Labeling Documents: A Case Study for Classifying Drug-Induced Liver Injury Risk

A Modified AUC for Training Convolutional Neural Networks: Taking Confidence Into Account

Data-Driven Discovery of Mathematical and Physical Relations in Oncology Data Using Human-Understandable Machine Learning

DeepCarc: Deep Learning-Powered Carcinogenicity Prediction Using Model-Level Representation

The ReIMAGINE Multimodal Warehouse: Using Artificial Intelligence for Accurate Risk Stratification of Prostate Cancer

What Makes Artificial Intelligence Exceptional in Health Technology Assessment?

Challenges of Developing Robust AI for Intrapartum Fetal Heart Rate Monitoring

Artificial Intelligence to Analyze the Cortical Thickness Through Age

Machine Learning Detects Anti-DENV Signatures in Antibody Repertoire Sequences

Data-Driven Prediction of Fatigue in Parkinson’s Disease Patients

Insights Into Co-Morbidity and Other Risk Factors Related to COVID-19 Within Ontario, Canada

Corrigendum: Insights Into Co-Morbidity and Other Risk Factors Related to COVID-19 Within Ontario, Canada

Deep Learning of Histopathology Images at the Single Cell Level

Reliable and Interpretable Mortality Prediction With Strong Foresight in COVID-19 Patients: An International Study From China and Germany

Estimation and Discriminability of Doppler Ultrasound Fetal Heart Rate Variability Measures