Articles from gateway Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

Home Gateways Artificial Intelligence and Machine Learning

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Research Article metrics

Machine learning-based heart attack prediction: A symptomatic heart attack prediction method and exploratory analysis

[version 1; peer review: 1 approved]

Neha Nandal, Lipika Goel, ROHIT TANWAR

Peer Reviewers Farouk Gambo Lawan and Lamido Yahaya

PUBLISHED 29 Sep 2022

Study Protocol metrics

Revised

Protocol for the perioperative outcome risk assessment with computer learning enhancement (Periop ORACLE) randomized study

[version 2; peer review: 2 approved]

Bradley Fritz, Christopher King, Yixin Chen, Alex Kronzer, Joanna Abraham, Arbi Ben Abdallah, Thomas Kannampallil, Thaddeus Budelier, Arianna Montes de Oca, Sherry McKinnon, Bethany Tellor Pennington, Troy Wildes, Michael Avidan

Peer Reviewers Michael Robert Mathis; Pengbin Yin, Ming Chen and Yi Li

Funders
National Center for Advancing Translational Sciences
Foundation for Anesthesia Education and Research
Agency for Healthcare Research and Quality
National Institute of Nursing Research
National Science Foundation

LATEST VERSION PUBLISHED 29 Sep 2022

Research Article metrics

Experimental study and machine learning model to predict formability of magnesium alloy sheet

[version 1; peer review: 2 approved, 1 approved with reservations]

Balaji Viswanadhapalli, Bupesh Raja V.K, Krishna Chythanya Nagaraju

Peer Reviewers Janaki Vinjamuri; Kun Li; Umer Masood Chaudry

PUBLISHED 29 Sep 2022

Systematic Review metrics

Recent advancements in machine vision methods for product code recognition: A systematic review

[version 1; peer review: 2 approved]

Jarmo Koponen, Keijo Haataja, Pekka Toivanen

Peer Reviewers Mehwish Leghari; Zobeir Raisi

PUBLISHED 27 Sep 2022

Research Article metrics

Revised

Mental health, suicide attempt, and family function for adolescents’ primary health care during the COVID-19 pandemic

[version 2; peer review: 2 approved]

Indiana-Luz Rojas-Torres, Mostapha Ahmad, Juan Manuel Martín Álvarez, Antonio A Golpe, Richard de Jesús Gil Herrera

Peer Reviewers Valentina Lucia La Rosa; Sebastián Gabini

LATEST VERSION PUBLISHED 23 Sep 2022

Research Article metrics

The Liability of Artificial Intelligence's Moral Dilemma

[version 1; peer review: 2 not approved]

Julia Farhana Rosemadi, Saidatul Nasuha Jamaludin

Peer Reviewers Ahmed Barnawi; Chiara Gallese Nobile

PUBLISHED 21 Sep 2022

Opinion Article metrics

Female Models in AI and the Fight Against COVID-19

[version 1; peer review: 1 approved, 2 approved with reservations, 1 not approved]

Claudia Guerrero, Santiago Mazuelas

Peer Reviewers Lubna Daraz; Elena De Gioannis; Briga Hynes; Eva Cernadas

Funders
AXA Research Fund
Basque Government

PUBLISHED 12 Sep 2022

Method Article metrics

Spatial transcriptomics dimensionality reduction using wavelet bases

[version 1; peer review: 3 approved with reservations, 1 not approved]

Zhuoyan Xu, Kris Sankaran

Peer Reviewers Ben Fulcher; André F Rendeiro; Nguyen Quoc Khanh Le; Shixiong Zhang

Funders
Office of Science
National Science Foundation

PUBLISHED 12 Sep 2022

Software Tool Article metrics

Revised

The Neuroimaging Data Model Linear Regression Tool (nidm_linreg): PyNIDM Project

[version 2; peer review: 1 approved, 2 approved with reservations, 1 not approved]

Ashmita Kumar, Albert Crowley, Nazek Queder, JB Poline, Satrajit S. Ghosh, David Kennedy, Jeffrey S. Grethe, Karl G. Helmer, David B. Keator

Peer Reviewers Adam G. Thomas and Eric Earl; Karsten Specht; Tengfei Li; Gabriele Lohmann

Funders
National Institute of Mental Health
International Neuroinformatics Coordinating Facility
National Institute of Biomedical Imaging and Bioengineering

LATEST VERSION PUBLISHED 29 Jul 2022

Method Article metrics

Revised

Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers

[version 2; peer review: 2 approved]

Felipe Restrepo, Namrata Mali, Alan Abrahams, Peter Ractham

Peer Reviewers Timothy A. Warner; Samir Chatterjee

Funder
Virginia Tech

LATEST VERSION PUBLISHED 01 Jul 2022

Study Protocol metrics

A mixed-methods study on the design of Artificial Intelligence and data science-based strategies to inform public health responses to COVID-19 in different local health ecosystems: A study protocol for COLEV

[version 1; peer review: 1 approved, 2 approved with reservations]

Catalina González-Uribe, Nicolás Yañez, Alf Onshuus Niño, Nubia Velasco, Juan Manuel Cordovez, Mauricio Santos-Vega, Natalia Niño-Machado, Andres Burbano, Angus Forbes, Ciro Alberto Amaya Guio, Simon Turner, Diana Higuera-Mendieta, Sandra Martínez-Cabezas

Peer Reviewers Natali Valdez; Arriel Benis; Leonardo Arregoces

Funder
COLEV

PUBLISHED 22 Jun 2022

Research Article metrics

Revised

Modelling sentiments based on objectivity and subjectivity with self-attention mechanisms

[version 2; peer review: 1 approved, 2 approved with reservations]

Hu Ng, Glenn Jun Weng Chia, Timothy Tzen Vun Yap, Vik Tor Goh

Peer Reviewers Ashima Yadav; Hien D. Nguyen; Marco Polignano

LATEST VERSION PUBLISHED 17 May 2022

Research Article metrics

Risk prediction model for 24-hour mortality in preterm infants using lactate and blood gas analysis: A machine learning approach and retrospective cohort study

[version 1; peer review: 2 not approved]

Felipe Yu Matsushita, Vera Lúcia Jornada Krebs, Werther Brunow de Carvalho

Peer Reviewers Thomas Wood; Fu-Sheng Chou

PUBLISHED 20 Apr 2022

Research Article metrics

Machine learning methods to predict particulate matter PM_2.5

[version 1; peer review: 2 approved]

Naveen Palanichamy, Su-Cheng Haw, Subramanian S, Rishanti Murugan, Kuhaneswaran Govindasamy

Peer Reviewers Stella Morris; Charles Raja S.

Funder
Multimedia University

PUBLISHED 11 Apr 2022

Research Article metrics

Machine learning techniques for predicting depression and anxiety in pregnant and postpartum women during the COVID-19 pandemic: a cross-sectional regional study

[version 1; peer review: 2 approved]

Radwan Qasrawi, Malak Amro, Stephanny VicunaPolo, Diala Abu Al-Halawa, Hazem Agha, Rania Abu Seir, Maha Hoteit, Reem Hoteit, Sabika Allehdan, Nouf Behzad, Khlood Bookari, Majid AlKhalaf, Haleama Al-Sabbah, Eman Badran, Reema Tayyem

Peer Reviewers Chadi Ibrahim Fakih; Iyad Tumar

PUBLISHED 04 Apr 2022

Research Article metrics

Field programmable gate array implementation of an intelligent soft calibration technique for linear variable differential transformers

[version 1; peer review: 1 approved, 1 approved with reservations]

Santhosh Krishnan Venkata, Binoy Krishna Roy, Preeti Mohanty

Peer Reviewers Bassam J. Mohd; Ngoc-Thang Bui

PUBLISHED 30 Mar 2022

Research Article metrics

Taking facial expression recognition outside the lab and into the wild by using challenging datasets and improved performance metrics

[version 1; peer review: 2 not approved]

Khalid Ibrahim Adem, Kannan Ramakrishnan, Kousalya Govardhanan, Rathimala Kannan

Peer Reviewers Marios Fanourakis; Haythem Ghazouani

Funder
Multimedia University

PUBLISHED 23 Mar 2022

Research Article metrics

Revised

Non-invasive health prediction from visually observable features

[version 2; peer review: 1 approved, 2 approved with reservations]

Fan Yi Khong, Tee Connie, Michael Kah Ong Goh, Li Pei Wong, Pin Shen Teh, Ai Ling Choo

Peer Reviewers Andrews Samraj; Prabina Kumar Meher; Yong Wee Sek

LATEST VERSION PUBLISHED 02 Mar 2022

Method Article metrics

Synthetic time series data generation for edge analytics

[version 1; peer review: 1 not approved]

Subarmaniam Kannan

Peer Reviewers Fahd Saghir

Funder
Ministry of Higher Education (MOHE) Fundamental Research Grant Scheme

PUBLISHED 20 Jan 2022

Research Article metrics

Anomalous energy consumption detection using a Naïve Bayes approach

[version 1; peer review: 2 approved with reservations]

Jia Yan Lim, Wooi-Nee Tan, Yi-Fei Tan

Peer Reviewers Kim Gaik Tay; Yassine Himeur

PUBLISHED 19 Jan 2022

Gateway Areas

Fundamentals in AI and Machine Learning

This area focuses on recent breakthroughs, important advancements, and research findings in the domains of artificial intelligence... Read more
AI in Medicine and Healthcare

This area focuses on the transdisciplinary domain of AI applied to medicine and healthcare and aims to further leverage the... Read more
AI in Manufacturing, Materials and Smart Cities

This area aims to utilize the functionality and forward-thinking nature of AI and Machine Learning in order to improve engineering... Read more
AI in Humanities and Social Sciences

This area focuses on the use of AI across the social sciences and humanities, and the impact of AI in these disciplines.... Read more
AI and Cybersecurity

Cybersecurity is one of the biggest concerns of modern societies - for governments, companies and individuals. At the forefront... Read more

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AI/ML using Multi-omics and Healthcare Data for Precision Medicine
The AI/ML using Multi-omics and Healthcare Data for Precision Medicine Collection is open for submissions, and being led by Guest Advisor, Zeeshan Ahmed. For more information, please contact [email protected]
Cybersecurity
The Cybersecurity collection is open for submissions, and being led by Guest Advisor, Randy Kuang. For more information, please contact [email protected]
Artificial Intelligence in Real Life
The Artificial Intelligence in Real Life collection is open for submissions, and being led by Guest Advisor, Fang Wang. For more information, please contact [email protected]
Artificial Intelligence in Academic Research
The Artificial Intelligence in Academic Research collection is open for submissions, and being led by Guest Advisors, Giovanni Colavizza and Vincent Traag. For more information, please contact [email protected]
AI for Music
The AI for Music collection is open for submissions, and being led by Guest Advisors, Oded Ben-Tal and Roger B Dannenberg. For more information, please contact [email protected]
AI and Democracy
The AI and Democracy collection is open for submissions, and being led by Guest Advisors, Zach Bastick and Chris Starke. For more information, please contact [email protected]
Machine learning: life sciences
The Machine learning: life sciences collection is open for submissions, and being led by Guest Advisors, Denis Bauer and Maneesh Sahani. For more information, please contact [email protected]
Artificial Intelligence and the Social Sciences and Humanities
Artificial Intelligence and the Social Sciences and Humanities collection is open for submissions from Horizon grant recipients on Open Research Europe. It is led by Guest Advisor, Anaïs Rességuier. For more information, please contact [email protected]
AI in Medicine and Healthcare
The AI in Medicine and Healthcare collection is open for submissions, and being led by Guest Advisors, Parag Chatterjee and Sally Ellingson. For more information, please contact [email protected]
Machine Learning in Drug Discovery and Development
The Machine Learning in Drug Discovery and Development collection is open for submissions, and being led by Guest Advisor, Sally Ellingson. For more information, please contact [email protected]
Machine Learning in Genomics
The Machine Learning in Genomics collection is open for submissions, and being led by Guest Advisors, Maxwell Libbrecht and Jie Liu. For more information, please contact [email protected]