Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

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https://doi.org/10.12688/f1000research.171008.1
Research Article metrics AWAITING PEER REVIEW
Hybrid PSO-GA Metaheuristic Optimization for Comprehensive Student Performance Enhancement
[version 1; peer review: awaiting peer review]
Pitchika P N G PhaniKumar, Junali Jasmine Jena, Sagiraju Srinadhraju, Sudhirvarma Sagiraju
Peer Reviewers Invited
  • Funder
  • Kalinga Institute of Industrial Technology
PUBLISHED 01 Dec 2025
https://doi.org/10.12688/f1000research.156316.2
Research Article metrics
Revised
Predicting determinants of modern contraceptive use among reproductive-age women in Ethiopia using machine learning algorithms: Evidence from the Performance Monitoring and Accountability (PMA) Survey 2019 dataset
[version 2; peer review: 1 approved, 1 approved with reservations]
Jibril Bashir Adem, Anas Ali Alhur, Shimels Derso Kebede, Agmasie Damtew Walle, Daniel Niguse Mamo
Peer Reviewers Christiana Olanrewaju Sowunmi; Lotenna Olisaeloka
LATEST VERSION PUBLISHED 28 Nov 2025
https://doi.org/10.12688/f1000research.170279.1
Research Article metrics AWAITING PEER REVIEW
Predicting Bankruptcy in Wholesale, Retail, and Motor Vehicle Repair: An AI-ML Perspective
[version 1; peer review: awaiting peer review]
Nagaraju Thota, Guruprasad Desai, Sreenivasulu Puli, A.C.V. Subrahmanyam, V N Vishweswarsastry
Peer Reviewers Invited
PUBLISHED 14 Nov 2025
https://doi.org/10.12688/f1000research.168193.1
Research Article metrics AWAITING PEER REVIEW
Predictive Model to Evaluate Achievement of the Sustainable Development Goals in Mexico Using an Artificial Neural Network
[version 1; peer review: awaiting peer review]
Omar Palacios-Hernández, Ricardo Lopez-Fernandez
Peer Reviewers Invited
  • Funder
  • Consejo Nacional de Humanidades, Ciencias y Tecnologías
PUBLISHED 13 Nov 2025
https://doi.org/10.12688/f1000research.167708.1
Systematic Review metrics AWAITING PEER REVIEW
Enhancing Strategic Agility and Real Time Decision-Making in the Technology Sector: Exploring the Role of AI and e-HRM Systems
[version 1; peer review: awaiting peer review]
Tom Ongesa
Peer Reviewers Invited
PUBLISHED 10 Nov 2025
https://doi.org/10.12688/f1000research.171529.1
Policy Brief metrics AWAITING PEER REVIEW
Policy Brief: AI Readiness in Medical Education: Assessing Current Gaps and Future Outlook
[version 1; peer review: awaiting peer review]
Arash Ziapour
Peer Reviewers Invited
  • Funder
  • This study did not receive any funding from funding agencies.
PUBLISHED 10 Nov 2025
https://doi.org/10.12688/f1000research.168512.1
Research Article metrics AWAITING PEER REVIEW
From Automation-Induced Job Loss to a Supervisory Economy?
[version 1; peer review: awaiting peer review]
Peter Malliaros, W Alejandro Pacheco-Jaramillo
Peer Reviewers Invited
PUBLISHED 05 Nov 2025
https://doi.org/10.12688/f1000research.171435.1
Research Article metrics AWAITING PEER REVIEW
The Active Learning–GenAI Synergy Framework: Ethical Integration of Generative AI in EFL/ESL Writing in Resource-Constrained Contexts
[version 1; peer review: awaiting peer review]
Shaista Rashid, Sadia Malik, Fatima Ghauri
Peer Reviewers Invited
PUBLISHED 05 Nov 2025
https://doi.org/10.12688/f1000research.169794.1
Research Article metrics AWAITING PEER REVIEW
Algorithmic targeting in the Iranian–Israeli confrontation: Technical realities, legal thresholds, and the boundaries of human control
[version 1; peer review: awaiting peer review]
Lamia faris
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.169545.1
Software Tool Article metrics AWAITING PEER REVIEW
AIr - Artificial Intelligence Risk of bias tool (AIr)
[version 1; peer review: awaiting peer review]
Hannah Glatzel, Solange Bramer, Katie Malone, Ranu Baral, Muhammad Hamza Shah, Sakshi Roy, Arjun Ahluwalia, Kirshun Suvendiran, Joanne Lac, Girishkumar Sivakumar, YuZhi Phuah, Lily Snell, Karish Thavabalan, Carmen Lucia Garcia Pérez, Reubeen Ahmad, Niraj S Kumar, Mahmood Ahmad
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.170933.1
Research Article metrics AWAITING PEER REVIEW
How to Achieve Near-Perfect Gender Inference Accuracy in Medicine Using ChatGPT
[version 1; peer review: awaiting peer review]
Paul Sebo
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.171494.1
Systematic Review metrics
Artificial Intelligence Adoption as a Driver of Innovation and Competitiveness in SMEs: A Bibliometric and Systematic Review
[version 1; peer review: 1 approved]
Yohannes Yesuf, Ziska Fields
Peer Reviewers Erstu kassa
  • Funder
  • N/A
PUBLISHED 31 Oct 2025
https://doi.org/10.12688/f1000research.169999.1
Study Protocol metrics AWAITING PEER REVIEW
Combining implementation and data sciences to accelerate evidence integration into healthcare – ImpleMATE
[version 1; peer review: awaiting peer review]
Jeffery Chan, Janna Hastings, Gabriella Tiernan, Jeannie Paterson, Nigel Lovell, Luc Betbeder-Matibet, Patrick Kin Man Tung, Sarah Pink, Debora Lanzeni, Thomasina Donovan, Andrew Milat, Louisa Jorm, Carolyn Mazariego, Chi Zhang, Guillaume Fontaine, Stephanie Best, Georgina Kennedy, Susan Michie, Frank Lin, The ImpleMATE Network, Natalie Taylor
Peer Reviewers Invited
  • Funders
  • UNSW Research Infrastructure Scheme
  • UNSW-UTS Trustworthy Digital Society
  • MRFF Rapid Applied Research Translation grant
PUBLISHED 30 Oct 2025
https://doi.org/10.12688/f1000research.168996.2
Data Note metrics
Revised
Synthetic dataset to study the performance of perovskite solar cell simulations
[version 2; peer review: 1 approved]
Yeraldin Velez-Galvis, Esteban Gonzalez-Valencia, Alexander Sepulveda-Sepulveda, Nelson Gomez-Cardona
Peer Reviewers Ejaz Hussain
  • Funder
  • This work was funded by MinCiencias-Colombia, with resources administered by ICETEX-Colombia (project code 2022- 0724)
LATEST VERSION PUBLISHED 22 Oct 2025
https://doi.org/10.12688/f1000research.171453.1
Opinion Article metrics
Deep Gamification and Artificial Intelligence as Catalysts of Educational Transformation
[version 1; peer review: 1 approved with reservations, 1 not approved]
Diana Milena Patiño Barriga, Ana Dolores Vargas Sánchez, Paloma Valdivia Vizarreta
Peer Reviewers Rocsana Manea Tonis; Alexander Pfeiffer
  • Funder
  • Universidad de La Sabana
PUBLISHED 22 Oct 2025
https://doi.org/10.12688/f1000research.171774.1
Study Protocol metrics
Tracking the Evolving Role of Artificial Intelligence in Implementation Science: Protocol for a Living Scoping Review of Applications, Evaluation Approaches and Outcomes
[version 1; peer review: 1 approved]
Guillaume Fontaine, Olivia Di Lalla, Susan Michie, Byron J. Powell, Vivian Welch, James Thomas, Jeffery Chan, Samira Abbasgholizadeh-Rahimi, France Légaré, Janna Hastings, Sylvie D. Lambert, Justin Presseau, Sharon E. Straus, Ian D. Graham, Ruopeng An, Daniel N. Elakpa, Meagan Mooney, Alenda Dwiadila Matra Putra, Rachael Laritz, Natalie Taylor
Peer Reviewers Julia Brasileiro
PUBLISHED 17 Oct 2025
https://doi.org/10.12688/f1000research.168964.1
Software Tool Article metrics AWAITING PEER REVIEW
MOODMIND: Artificial Intelligence for Major Depressive Disorder Screening in Tuberculosis Patients
[version 1; peer review: awaiting peer review]
Erlina Wijayanti, Ammar Abror, Ummi Azizah Rachmawati, Citra Fitri Agustina, Helwiah Umniyati, Diana Batara Munti, Exir Najib Rahmat, Athoillah Ahkam Diansyah
Peer Reviewers Invited
  • Funder
  • YARSI University
PUBLISHED 13 Oct 2025
https://doi.org/10.12688/f1000research.168673.1
Systematic Review metrics AWAITING PEER REVIEW
Evaluating artificial intelligence for accurate detection of hand and wrist fractures: a systematic review and meta-analysis
[version 1; peer review: awaiting peer review]
Hamed Alosaimi, Abdullah Musaaed Alsalamah, Nawwaf N. Alharbi, Hashim Albar, Mohammed Khalid I. Alghamdi, Sultan Abdulaziz Alnuman, Anas M. Alrashed, Omar H Bin Salleeh, Khalid Abdullah Alharbi, Malik Raja Alanazi, Weaam Hamoud Alqabasani, Shahad Abdullah Nolelli, Mohammed Saeed Alharbi
Peer Reviewers Invited
PUBLISHED 10 Oct 2025
https://doi.org/10.12688/f1000research.166372.2
Research Article metrics
Revised
New Horizons in Higher Education: Examining the Mental Well-Being of Medical & Health Sciences Students Through the Use of Artificial Intelligence Based Chatbot Platforms in the United Arab Emirates – A Cross-Sectional Comparative Study
[version 2; peer review: 2 approved]
Eman Abdelaziz Rashad Dabou, Fatma Magdi Ibrahim, Mustafa Faisal Haimour, Aya Saleh, Richard Mottershead
Peer Reviewers Assisst .Prof Dr Iman Hussein Alwan; Professor David Taylor
LATEST VERSION PUBLISHED 06 Oct 2025
https://doi.org/10.12688/f1000research.167988.1
Research Article metrics AWAITING PEER REVIEW
You are the Driver and AI is the Mate: Exploring Human-Led Creative and Critical Thinking in AI-Augmented Learning Environments
[version 1; peer review: awaiting peer review]
Inuusah Mahama, Patience Amadu
Peer Reviewers Invited
PUBLISHED 24 Sep 2025
1-20 of 191 ARTICLES
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