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https://doi.org/10.12688/f1000research.138608.2
Research Article metrics
Revised
Towards successful aging classification using machine learning algorithms
[version 2; peer review: 4 approved with reservations, 1 not approved]
Jesuloluwa Zaccheus, Victoria Atogwe, Ayodele Oyejide, Ayodeji Olalekan Salau
Peer Reviewers Brian H Chen; Jiao Yu; Peter Fedichev; Tagne Poupi Theodore Armand; Larissa Pruner Marques
LATEST VERSION PUBLISHED 03 Apr 2024
https://doi.org/10.12688/f1000research.130936.2
Research Article metrics
Revised
Optimization of binding affinities in chemical space with generative pre-trained transformer and deep reinforcement learning
[version 2; peer review: 3 approved, 2 approved with reservations]
Xiaopeng Xu, Juexiao Zhou, Chen Zhu, Qing Zhan, Zhongxiao Li, Ruochi Zhang, Yu Wang, Xingyu Liao, Xin Gao
Peer Reviewers Ka-Chun Wong; Guohua Wang; Jianmin Wang; Qifeng Bai; Aslıhan Aycan Tanrıverdi
  • Funder
  • King Abdullah University of Science and Technology (KAUST) Office of Research Administration (ORA)
LATEST VERSION PUBLISHED 20 Feb 2024
https://doi.org/10.12688/f1000research.27139.4
Software Tool Article metrics
Revised
A multi-spectral myelin annotation tool for machine learning based myelin quantification
[version 4; peer review: 2 approved]
Abdulkerim Çapar, Sibel Çimen, Zeynep Aladağ, Dursun Ali Ekinci, Umut Engin Ayten, Bilal Ersen Kerman, Behçet Uğur Töreyin
Peer Reviewers Predrag Janjic; Mustafa Ozuysal
  • Funder
  • Türkiye Bilimsel ve Teknolojik Araştirma Kurumu
LATEST VERSION PUBLISHED 15 Nov 2023
https://doi.org/10.12688/f1000research.53453.2
Software Tool Article metrics
Revised
multiomics: A user-friendly multi-omics data harmonisation R pipeline
[version 2; peer review: 1 approved, 4 not approved]
Tyrone Chen, Al J Abadi, Kim-Anh Lê Cao, Sonika Tyagi
Peer Reviewers Javad Zahiri; Arjun Krishnan; Giri Narasimhan and Parshatd Govindasamy; Junyi Chen; Prashanth Suravajhala
  • Funders
  • Australian Women Research Success Grant - Monash University
  • Monash Faculty of Science Dean’s Postgraduate Research Scholarship - Monash University
  • Australian Government Research Training Program Scholarship
  • National Health and Medical Research Council
  • Australia-India Strategic Research Fund Early- and Mid-Career Researcher Fellowship
LATEST VERSION PUBLISHED 02 Aug 2023
https://doi.org/10.12688/f1000research.130042.1
Research Article metrics
Predicting diabetic ketoacidosis in pediatric patients using machine learning
[version 1; peer review: 1 approved with reservations]
Waad Mohammed Eid, Hana Alharthi, Nida Aslam, Irfan Ullah Abdur rab, Alaa Madani
Peer Reviewers Simon Cichosz
PUBLISHED 06 Jun 2023
https://doi.org/10.12688/f1000research.133019.1
Editorial metrics NOT PEER REVIEWED
Open Data and transparency in artificial intelligence and machine learning: A new era of research
[version 1; peer review: not peer reviewed]
Caellin M. Rodgers, Sally R. Ellingson, Parag Chatterjee
PUBLISHED 12 Apr 2023
https://doi.org/10.12688/f1000research.127953.1
Software Tool Article metrics
ROOSTER: An image labeler and classifier through interactive recurrent annotation
[version 1; peer review: 1 approved with reservations]
Zhou Tang, Yang Hu, Zhiwu Zhang
Peer Reviewers Michael Schirrmann
  • Funders
  • Washington Grain Commission
  • United States Department of Agriculture (USDA) National Institute of Food and Agriculture (NIFA)
PUBLISHED 06 Feb 2023
https://doi.org/10.12688/f1000research.126285.1
Brief Report metrics
Online algorithm for assignment of specimens to pooled or individual testing using risk models provides a practical way to increase testing capacity
[version 1; peer review: 3 approved with reservations]
Alexander V. Alekseyenko
Peer Reviewers Barathidasan R.; Md S. Warasi; F. M. Javed Mehedi Shamrat
  • Funders
  • National Institutes of Health National Cancer Center
  • National Institutes of Health National Center for Advancing Translational Sciences
  • National Institutes of Health National Library of Medicine
PUBLISHED 23 Jan 2023
https://doi.org/10.12688/f1000research.52204.2
Opinion Article metrics
Revised
Data management challenges for artificial intelligence in plant and agricultural research
[version 2; peer review: 2 approved]
Hugh F. Williamson, Julia Brettschneider, Mario Caccamo, Robert P. Davey, Carole Goble, Paul J. Kersey, Sean May, Richard J. Morris, Richard Ostler, Tony Pridmore, Chris Rawlings, David Studholme, Sotirios A. Tsaftaris, Sabina Leonelli
Peer Reviewers Daphne Ezer; Joeri Witteveen
  • Funders
  • Medical Research Council
  • Horizon 2020
  • Natural Environment Research Council
  • Biotechnology and Biological Sciences Research Council
  • Engineering and Physical Sciences Research Council
LATEST VERSION PUBLISHED 17 Jan 2023
https://doi.org/10.12688/f1000research.122759.1
Data Note metrics
AFHIRIS: African Human Iris Dataset (Version 1)
[version 1; peer review: 1 approved, 1 approved with reservations]
Oluwatobi Akande, Nzube Ojimba, Atele Oghenekaro, Oluwakemi Abikoye, Roseline Ogundokun, Akinyinka Akindele
Peer Reviewers Adam Czajka; J. Jenkin Winston
PUBLISHED 21 Dec 2022
https://doi.org/10.12688/f1000research.73134.2
Research Article metrics
Revised
Driving event recognition using machine learning and smartphones
[version 2; peer review: 2 approved]
Eilham Hakimie bin Jamal Mohd Lokman, Vik Tor Goh, Timothy Tzen Vun Yap, Hu Ng
Peer Reviewers Muhammad Reza Z'aba; Babul Salam KSM Kader Ibrahim
  • Funder
  • Ministry of Higher Education, Malaysia
LATEST VERSION PUBLISHED 19 Dec 2022
https://doi.org/10.12688/f1000research.127732.1
Systematic Review metrics
Towards achieving lightweight intrusion detection systems in Internet of Things, the role of incremental machine learning: A systematic literature review
[version 1; peer review: 1 not approved]
Promise Ricardo Agbedanu, Richard Musabe, James Rwigema, Ignace Gatare, Theofrida Julius Maginga, Destiny Kwabla Amenyedzi
Peer Reviewers Yan Naung Soe
  • Funders
  • Google PhD Fellowship Program
  • PASET Regional Scholarship and Innovation Fund
PUBLISHED 24 Nov 2022
https://doi.org/10.12688/f1000research.124057.1
Research Article metrics
Granite classification using machine learning and edge computing
[version 1; peer review: 1 approved, 2 approved with reservations]
Madhavi Karanam, Krishna Chythanya Nagaraju, Gotham Sai P, SaiKiran Manasa S, Pranay Krishna G
Peer Reviewers Ratan Lal; Blessing Olamide Taiwo; Zhi Yu
PUBLISHED 08 Nov 2022
https://doi.org/10.12688/f1000research.125425.1
Review metrics
Machine learning algorithms: their applications in plant omics and agronomic traits’ improvement
[version 1; peer review: 3 not approved]
Itunuoluwa Isewon, Oluwabukola Apata, Fesobi Oluwamuyiwa, Olufemi Aromolaran, Jelili Oyelade
Peer Reviewers Aalt-Jan van Dijk; Hao Tong; Haixiao Hu
  • Funders
  • World Bank Group
  • Covenant University Center for Research, Innovation and Discovery
  • Communication Africa Centre of Excellence
PUBLISHED 04 Nov 2022
https://doi.org/10.12688/f1000research.126479.1
Research Article metrics
Machine learning model to predict endophytic colonisation of rice cultivar plant tissues by Beauveria bassiana isolates and their potential as bio-control agents against rice stem borer using existing knowledge
[version 1; peer review: 2 approved with reservations]
Mireille Merlise Megnidio-Tchoukouegno, Evariste Bosco Gueguim Kana, Wonroo B.A. Bancole
Peer Reviewers Luis Carlos Ramos Aguila; Yordanys Ramos
PUBLISHED 03 Nov 2022
https://doi.org/10.12688/f1000research.124796.1
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
https://doi.org/10.12688/f1000research.108008.2
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
https://doi.org/10.12688/f1000research.110567.2
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
https://doi.org/10.12688/f1000research.73131.2
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
https://doi.org/10.12688/f1000research.110711.1
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
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