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https://doi.org/10.12688/f1000research.162306.1
Systematic Review metrics
Machine learning based radiomics approach for outcome prediction of meningioma – a systematic review
[version 1; peer review: 2 approved]
Saroh S, Saikiran Pendem, Prakashini K, Shailesh Nayak S, Girish R Menon, Priyanka -, Divya B
Peer Reviewers Priyanka Chandrasekhar; Mustapha Barde
PUBLISHED 25 Mar 2025
https://doi.org/10.12688/f1000research.160010.2
Systematic Review metrics
Revised
Applications of Machine Learning (ML) in the context of marketing: a bibliometric approach
[version 2; peer review: 2 approved]
Sebastián Cardona-Acevedo, Erica Agudelo-Ceballos, Diana Arango-Botero, Alejandro Valencia-Arias, Juana De La Cruz Ramírez Dávila, Jesus Alberto Jimenez Garcia, Carlos Flores Goycochea, Ezequiel Martínez Rojas
Peer Reviewers Ravi Shankar Rai; Suryo Hadi Wira Prabowo
LATEST VERSION PUBLISHED 17 Mar 2025
https://doi.org/10.12688/f1000research.156514.3
Research Article metrics
Revised
Current scenario of machine learning applications to hydrothermal liquefaction via bibliometric analysis
[version 3; peer review: 1 approved, 2 approved with reservations, 1 not approved]
Tossapon Katongtung, Somboon Sukpancharoen, Sakprayut Sinthupinyo, Nakorn Tippayawong
Peer Reviewers Lili Qian; Muntasir Shahabuddin and Andrew Charlebois; Venu Babu Borugadda; Muhammad Raziq Rahimi Kooh
  • Funders
  • Chiang Mai University
  • National Research Council of Thailand
LATEST VERSION PUBLISHED 11 Mar 2025
https://doi.org/10.12688/f1000research.161053.1
Research Article metrics AWAITING PEER REVIEW
Exploration of hyperparameter tuning in handwritten digit recognition datasets using CNN
[version 1; peer review: awaiting peer review]
Roumo Kundu, Anurag Sinha, Biresh Kumar, Rohan Gautam, Mohammad Shahid Raza, Syed Abid Hussain
Peer Reviewers Invited
PUBLISHED 07 Mar 2025
https://doi.org/10.12688/f1000research.160816.1
Research Article metrics
Body gesture recognition using crow search algorithm enhanced probabilistic neural network for human- computer interaction
[version 1; peer review: 1 approved, 1 approved with reservations]
BAKKIALAKSHMI V.S, Pornpimol Chawengsaksopark, Mithileysh Sathiyanarayanan
Peer Reviewers Vijayan Vijayarajan; Sachinkumar Veerashetty
PUBLISHED 03 Feb 2025
https://doi.org/10.12688/f1000research.156122.1
Research Article metrics
Optimizing machine learning performance for medical imaging analyses in low-resource environments: The prospects of CNN-based Feature Extractors
[version 1; peer review: 1 approved with reservations]
Itunuoluwa Isewon, Emmanuel Alagbe, Jelili Oyelade
Peer Reviewers Veronika Cheplygina
  • Funders
  • World Bank Group
  • Covenant University
PUBLISHED 17 Jan 2025
https://doi.org/10.12688/f1000research.124164.4
Method Article metrics
Revised
Recognizing human activities using light-weight and effective machine learning methodologies
[version 4; peer review: 1 approved, 3 not approved]
Keerthi Varadhi, Chinta Someswara Rao, GNVG Sirisha, Butchi Raju katari
Peer Reviewers Nurul Amin Choudhury; Kristina Host; Anna Ferrari; Alwin Poulose
LATEST VERSION PUBLISHED 05 Nov 2024
https://doi.org/10.12688/f1000research.154704.3
Research Article metrics
Revised
Trends of machine learning for dental caries research in Southeast Asia: insights from a bibliometric analysis
[version 3; peer review: 2 approved]
Faizul Hasan, Hendrik Setia Budi, Lia Taurussia Yuliana, Mokh Sujarwadi
Peer Reviewers Juni Handajani; Heni Susilowati
  • Funder
  • Universitas Airlangga
LATEST VERSION PUBLISHED 11 Oct 2024
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
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