Articles from gateway Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

Home Gateways Artificial Intelligence and Machine Learning

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Method Article metrics

Revised

A deep learning segmentation strategy that minimizes the amount of manually annotated images

[version 2; peer review: 2 approved]

Thierry Pécot, Alexander Alekseyenko, Kristin Wallace

Peer Reviewers Alice Lucas; Romain F Laine

Funder
Chan Zuckerberg Initiative

LATEST VERSION PUBLISHED 17 Jan 2022

Software Tool Article metrics

Revised

KinderMiner Web: a simple web tool for ranking pairwise associations in biomedical applications

[version 2; peer review: 2 approved]

Finn Kuusisto, Daniel Ng, John Steill, Ian Ross, Miron Livny, James Thomson, David Page, Ron Stewart

Peer Reviewers Qingyu Chen; Sylvester O. Orimaye

Funders
Marv Conney
National Institutes of Health
National Institute of General Medical Sciences

LATEST VERSION PUBLISHED 20 Dec 2021

Research Article metrics AWAITING PEER REVIEW

X-ray versus computerized tomography (CT) images for detection of COVID-19 using deep learning

[version 1; peer review: awaiting peer review]

Nandish Siddeshappa, Tejashri Varur, Krithika Subramani, Siddhi Puranik, Niranjana Sampathila

Peer Reviewers Invited

PUBLISHED 17 Dec 2021

Research Article metrics

Experimental study and modeling the tensile strength of 3D‐printed aluminium polylactic acid (PLA) parts using artificial neural networks

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

Chockalingam Palanisamy, Hong Kiat Aaron Tay Hong Kiat

Peer Reviewers Mahros Darsin; John Kechagias

PUBLISHED 15 Dec 2021

Research Article metrics

Revised

COVID-19 impact: Customised economic stimulus package recommender system using machine learning techniques

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

Rathimala Kannan, Ivan Zhi Wei Wang, Hway Boon Ong, Kannan Ramakrishnan, Andry Alamsyah

Peer Reviewers Setia Pramana; Shahrinaz Ismail; Sreeja N.K

Funder
Multimedia University

LATEST VERSION PUBLISHED 12 Nov 2021

Research Article metrics

An intelligent decision support system for crop yield prediction using hybrid machine learning algorithms

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

Kalaiarasi Sonai Muthu Anbananthen, Sridevi Subbiah, Deisy Chelliah, Prithika Sivakumar, Varsha Somasundaram, Kethaarini Harshana Velshankar, M.K.A.Ahamed Khan

Peer Reviewers Millie Pant; Farrikh Alzami; Durai Raj Vincent

PUBLISHED 11 Nov 2021

Method Article metrics

Health status classification model for medical adherence system in retirement township

[version 1; peer review: 1 not approved]

Abubaker Faisal Abubaker Sherif, Wooi Haw Tan, Chee Pun Ooi, Yi Fei Tan

Peer Reviewers Jesper Mølgaard

Funder
Multimedia University

PUBLISHED 20 Oct 2021

Method Article metrics

Revised

Applying machine learning EEG signal classification to emotion‑related brain anticipatory activity

[version 3; peer review: 2 approved, 1 approved with reservations]

Marco Bilucaglia, Gian Marco Duma, Giovanni Mento, Luca Semenzato, Patrizio E. Tressoldi

Peer Reviewers Zahid Halim; Rajesh K Tripathy; Alessandro Bruno

LATEST VERSION PUBLISHED 13 Oct 2021

Review metrics

Revised

AI in healthcare: A narrative review

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

Antti Väänänen, Keijo Haataja, Katri Vehviläinen-Julkunen, Pekka Toivanen

Peer Reviewers Dipak Kalra; Marko Jäntti

Funder
European Regional Development Fund

LATEST VERSION PUBLISHED 08 Oct 2021

Research Article metrics AWAITING PEER REVIEW

Spatio-temporal deep learning model for distortion classification in laparoscopic video

[version 1; peer review: awaiting peer review]

Nouar AlDahoul, Hezerul Abdul Karim, Abdulaziz Saleh Ba Wazir, Myles Joshua Toledo Tan, Mohammad Faizal Ahmad Fauzi

Peer Reviewers Invited

Funder
Multimedia University

PUBLISHED 05 Oct 2021

Research Article metrics

Antecedents of generation Z towards digitalisation. A PLS-SEM analysis

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

Kar Hoong Chan, Tuan Hock Ng, Lee Ying Tay, Chiu Yu Teh

Peer Reviewers Darmawan Napitupulu; Sayed Fayaz Ahmad

PUBLISHED 24 Sep 2021

Research Article metrics

Optimised deep neural network model to predict asthma exacerbation based on personalised weather triggers

[version 1; peer review: 3 approved]

Radiah Haque, Sin-Ban Ho, Ian Chai, Adina Abdullah

Peer Reviewers Mark Elshaw; Meei Hao Hoo; Kwan-Yong Sim

Funder
Fundamental Research Grant Scheme, Malaysia

PUBLISHED 10 Sep 2021

Review metrics

Revised

Calcium imaging analysis – how far have we come?

[version 2; peer review: 3 approved]

Miranda Robbins, Charles N. Christensen, Clemens F. Kaminski, Marta Zlatic

Peer Reviewers Christopher Rowlands and Isabell Whiteley; William Zeiger; Anubhuti Goel

LATEST VERSION PUBLISHED 26 Aug 2021

Research Article metrics

Analysing antecedence of an intelligent voice assistant use intention and behaviour

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

Rusen N Tanribilir

Peer Reviewers Pedro R. Palos-Sanchez

PUBLISHED 25 Jun 2021

Software Tool Article metrics

Revised

RNAmining: A machine learning stand-alone and web server tool for RNA coding potential prediction

[version 2; peer review: 2 approved]

Thaís A.R. Ramos, Nilbson R.O. Galindo, Raúl Arias-Carrasco, Cecília F. da Silva, Vinicius Maracaja-Coutinho, Thaís G. do Rêgo

Peer Reviewers Gilderlanio Araújo; Andre Yoshiaki Kashiwabara

Funders
ANID-FONDECYT
ACCDiS
ANID-PAI
ANID-FONDAP
CAPES

LATEST VERSION PUBLISHED 08 Jun 2021

Method Article metrics

Supervised topic modeling for predicting molecular substructure from mass spectrometry

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

Gabriel K. Reder, Adamo Young, Jaan Altosaar, Jakub Rajniak, Noémie Elhadad, Michael Fischbach, Susan Holmes

Peer Reviewers Joe Wandy; Hunter N B Moseley

Funder
National Institutes of Health

PUBLISHED 19 May 2021

Opinion Article metrics

Rationality over fashion and hype in drug design

[version 1; peer review: 2 approved]

José L. Medina-Franco, Karina Martinez-Mayorga, Eli Fernández-de Gortari, Johannes Kirchmair, Jürgen Bajorath

Peer Reviewers Bruno O. Viloutreix; Maria Sorokina

Funder
DGAPA-PASPA

PUBLISHED 18 May 2021

Opinion Article metrics

Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare

[version 1; peer review: 2 approved]

Antti Väänänen, Keijo Haataja, Katri Vehviläinen-Julkunen, Pekka Toivanen

Peer Reviewers Marko Jäntti; Lorenzo Faggioni

Funder
Digiteknologian TKI-ymparistö project (ERDF, Regional Council of Pohjois-Savo)

PUBLISHED 26 Mar 2021

Software Tool Article metrics

Meta-Signer: Metagenomic Signature Identifier based onrank aggregation of features

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

Derek Reiman, Ahmed Metwally, Jun Sun, Yang Dai

Peer Reviewers Braden T Tierney; Boyang JI

PUBLISHED 09 Mar 2021

Software Tool Article metrics

Revised

Umpire 2.0: Simulating realistic, mixed-type, clinical data for machine learning

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

Caitlin E. Coombes, Zachary B. Abrams, Samantha Nakayiza, Guy Brock, Kevin R. Coombes

Peer Reviewers Julia Wrobel; Justin Mower and Andrew Zimolzak

Funders
National Center for Advancing Translational Sciences
National Cancer Institute

LATEST VERSION PUBLISHED 05 Mar 2021

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
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Artificial Intelligence in Real Life
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Artificial Intelligence in Academic Research
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AI in Medicine and Healthcare
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Machine Learning in Drug Discovery and Development
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Machine Learning in Genomics
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