Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

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141-160 of 196 ARTICLES
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 in 
https://doi.org/10.12688/f1000research.72980.1
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
https://doi.org/10.12688/f1000research.73081.1
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
https://doi.org/10.12688/f1000research.73026.1
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
https://doi.org/10.12688/f1000research.51755.2
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
https://doi.org/10.12688/f1000research.52637.1
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
https://doi.org/10.12688/f1000research.52350.2
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
https://doi.org/10.12688/f1000research.52549.1
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
https://doi.org/10.12688/f1000research.52676.1
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
https://doi.org/10.12688/f1000research.36775.1
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
https://doi.org/10.12688/f1000research.27384.1
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
https://doi.org/10.12688/f1000research.25877.2
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
https://doi.org/10.12688/f1000research.50798.1
Software Tool Article metrics
Interactive biomedical segmentation tool powered by deep learning and ImJoy
[version 1; peer review: 1 approved, 1 approved with reservations]
Wei Ouyang, Trang Le, Hao Xu, Emma Lundberg
Peer Reviewers Jean-Yves Tinevez and Dmitry Ershov; Jan Funke
  • Funders
  • Knut and Alice Wallenberg Foundation
  • Swedish Research Council
  • LST Platform at KTH Royal Institute of Technology
PUBLISHED 24 Feb 2021
https://doi.org/10.12688/f1000research.26429.2
Software Tool Article metrics
Revised
netDx: Software for building interpretable patient classifiers by multi-'omic data integration using patient similarity networks
[version 2; peer review: 2 approved]
Shraddha Pai, Philipp Weber, Ruth Isserlin, Hussam Kaka, Shirley Hui, Muhammad Ahmad Shah, Luca Giudice, Rosalba Giugno, Anne Krogh Nøhr, Jan Baumbach, Gary D. Bader
Peer Reviewers Kim-Anh Lê Cao; Anais Baudot, Judith Lambert and Laurent Tichit
  • Funders
  • Villum Fonden
  • Horizon 2020
  • National Institutes of Health
LATEST VERSION PUBLISHED 22 Jan 2021
https://doi.org/10.12688/f1000research.28288.1
Research Article metrics
Comparison of different machine learning methods and dimensionality reduction for classification astrocytoma and glioblastoma tissues by mass spectra
[version 1; peer review: 1 approved with reservations, 1 not approved]
Evgeny S. Zhvansky, Anatoly A. Sorokin, Denis S. Zavorotnyuk, Vsevolod A. Shurkhay, Vasiliy A. Eliferov, Denis S. Bormotov, Daniil G. Ivanov, Alexander A. Potapov
Peer Reviewers Sergei A. Moshkovskii; Konstantin Chingin
  • Funder
  • Ministry of Science and Higher Education of the Russian Federation
PUBLISHED 21 Jan 2021
https://doi.org/10.12688/f1000research.26880.2
Software Tool Article metrics
Revised
Recursive Cluster Elimination based Rank Function (SVM-RCE-R) implemented in KNIME
[version 2; peer review: 3 approved]
Malik Yousef, Burcu Bakir-Gungor, Amhar Jabeer, Gokhan Goy, Rehman Qureshi, Louise C. Showe
Peer Reviewers Marco Chierici; Osman Ugur Sezerman; Abhishek Kumar
  • Funder
  • National Cancer Institute
LATEST VERSION PUBLISHED 05 Jan 2021
https://doi.org/10.12688/f1000research.27019.2
Software Tool Article metrics
Revised
Automated cell tracking using StarDist and TrackMate
[version 2; peer review: 3 approved]
Elnaz Fazeli, Nathan H. Roy, Gautier Follain, Romain F. Laine, Lucas von Chamier, Pekka E. Hänninen, John E. Eriksson, Jean-Yves Tinevez, Guillaume Jacquemet
Peer Reviewers Lachlan W. Whitehead; Ignacio Arganda-Carreras; Vinay Swaminathan
  • Funders
  • Academy of Finland
  • National Cancer Center Finland
  • American Institute for Cancer Research
  • Sigrid Juselius Foundation
  • Medical Research Council
  • Åbo Akademi University Research Foundation
  • National Institutes of Health
  • Cancer Research Institute
LATEST VERSION PUBLISHED 21 Dec 2020
https://doi.org/10.12688/f1000research.26459.1
Software Tool Article metrics PEER REVIEW DISCONTINUED
Uncovering host-microbiome interactions in global systems with collaborative programming: a novel approach integrating social and data sciences
[version 1; peer review: 1 approved with reservations]
Jenna Oberstaller, Swamy Rakesh Adapa, Guy W. Dayhoff II, Justin Gibbons, Thomas E. Keller, Chang Li, Jean Lim, Minh Pham, Anujit Sarkar, Ravi Sharma, Agaz H. Wani, Andrea Vianello, Linh M. Duong, Chenggi Wang, Celine Grace F. Atkinson, Madeleine Barrow, Nathan W. Van Bibber, Jan Dahrendorff, David A. E. Dean, Omkar Dokur, Gloria C. Ferreira, Mitchell Hastings, Gregory S. Herbert, Khandaker Tasnim Huq, Youngchul Kim, Xiangyun Liao, XiaoMing Liu, Fahad Mansuri, Lynn B. Martin, Elizabeth M. Miller, Ojas Natarajan, Jinyong Pang, Francesca Prieto, Peter W. Radulovic, Vyoma Sheth, Matthew Sumpter, Desirae Sutherland, Nisha Vijayakumar, Rays H. Y. Jiang
Peer Reviewers Sucheta Tripathy
  • Funder
  • University of South Florida
PUBLISHED 17 Dec 2020
https://doi.org/10.12688/f1000research.22907.3
Software Tool Article metrics
Revised
RamaNet: Computational de novo helical protein backbone design using a long short-term memory generative neural network
[version 3; peer review: 5 not approved]
Sari Sabban, Mikhail Markovsky
Peer Reviewers Matias Valdenegro-Toro; Jan Ludwiczak and Stanislaw Dunin-Horkawicz; Anupaul Baruah; Laszlo Dobson; Hamed Khakzad
LATEST VERSION PUBLISHED 12 Oct 2020
https://doi.org/10.12688/f1000research.25501.1
Software Tool Article metrics
MSclassifier: median-supplement model-based classification tool for automated knowledge discovery
[version 1; peer review: 2 approved]
Emmanuel S. Adabor, George K. Acquaah-Mensah, Gaston K. Mazandu
Peer Reviewers Gregory Hart; Alper Uzun
  • Funders
  • Ghana Institute of Management and Public Administration
  • National Institutes of Health
  • African Institute for Mathematical Sciences
  • Massachusetts College of Pharmacy and Health Sciences
PUBLISHED 10 Sep 2020
https://doi.org/10.12688/f1000research.23883.1
Research Article metrics
Survey to healthcare professionals on the practicality of AI services for healthcare
[version 1; peer review: 1 approved with reservations, 2 not approved]
Antti Väänänen, Keijo Haataja, Pekka Toivanen
Peer Reviewers Parag Chatterjee; Charlotte Blease; Lorenzo Faggioni
  • Funder
  • University of Eastern Finland
PUBLISHED 22 Jul 2020
141-160 of 196 ARTICLES
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