Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

AI in Medicine and Healthcare

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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.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.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.169102.1
Research Article metrics
Multimodal Machine Learning Approach for Diagnosing Atopic Dermatitis
[version 1; peer review: 1 approved]
Alida Widiawaty, Wresti Indriatmi, Wisnu Jatmiko, Endi Novianto, Aria Kekalih, Hendra Gunawan, Pramudita Satria Palar, Muhammad Febrian Rachmadi, Sherly Dermawan, Tengku Laras Malahayati, Alif Wicaksana Ramadhan
Peer Reviewers Sebastian Sitaru
  • Funder
  • This study was supported by the Indonesian Education Scholarship, the Center for Higher Education Funding and Assessment, and the Indonesian Endowment Fund for Education. The authors would like to thank the board-certified dermatologists, participating hospitals, and patients for their contributions. We also thank our collaborators in data science and medical informatics.
PUBLISHED 19 Sep 2025
https://doi.org/10.12688/f1000research.165575.2
Research Article metrics
Revised
Deep learning based hybrid residual attention and echo state network for high-accuracy heart disease prediction
[version 2; peer review: 1 approved, 1 approved with reservations, 1 not approved]
Cenitta D, VIijaya Arjunan Ranganathan, Tanuja Shailesh, Andrew J, Arul N, Praveen Pai T
Peer Reviewers Amalie Dahl Haue; Dhadkan Shrestha; MUHAMMAD HAMMAD MEMON
LATEST VERSION PUBLISHED 16 Sep 2025
https://doi.org/10.12688/f1000research.169681.1
Research Article metrics AWAITING PEER REVIEW
AI-Driven Healthcare Entrepreneurship: Transforming Clinical Practice Through Innovation, Access, and Affordability
[version 1; peer review: awaiting peer review]
Sixbert SANGWA, Placide Mutabazi
Peer Reviewers Invited
PUBLISHED 15 Sep 2025
https://doi.org/10.12688/f1000research.161073.4
Research Article metrics
Revised
Development of a machine learning predictive model for early detection of breast cancer
[version 4; peer review: 1 approved, 2 not approved]
Rinsy Rahman, Dola Saha, Winniecia Dkhar, Sathyendranath Malli, Neil Barnes Abraham
Peer Reviewers Abicumaran Uthamacumaran; Rolando Gonzales Martinez; Chandrakanta Mahanty
LATEST VERSION PUBLISHED 05 Sep 2025
https://doi.org/10.12688/f1000research.138616.2
Systematic Review metrics
Revised
Development, validation and use of artificial-intelligence-related technologies to assess basic motor skills in children: a scoping review
[version 2; peer review: 1 approved with reservations]
Joel Figueroa-Quiñones, Juan Ipanaque-Neyra, Heber Gómez Hurtado, Oscar Bazo-Alvarez, Juan Carlos Bazo-Alvarez
Peer Reviewers Abraham M. Joshua and Ashish John Prabhakar
LATEST VERSION PUBLISHED 02 Sep 2025
https://doi.org/10.12688/f1000research.168817.1
Review metrics
Artificial Intelligence in Cirrhosis: Diagnosis, Screening, and Evaluation for Liver Transplantation
[version 1; peer review: 2 approved with reservations]
Mahmoud Elmahdy, Rehan Ali, Tejasvini Khanna, Karthik Gnanapandithan, Daniel Kashani
Peer Reviewers Jonathan Soldera; Kiruthika Balakrishnan
PUBLISHED 01 Sep 2025
https://doi.org/10.12688/f1000research.166682.2
Research Article metrics
Revised
An Improved Deep Learning Algorithm for Breast Cancer Survival Prediction Based on Multi-Omics Data
[version 2; peer review: 1 approved]
Nurul Athirah Nasarudin, Fatma Al-Jasmi, Nor Hidayati Abdul Aziz, Nor Azlina Ab Aziz, Wasif Khan, Yusuf Hendrawan, Dimas Firmanda Al Riza, Ayisha Manzoor, Bassam R. Ali, Mohd Saberi Mohamad
Peer Reviewers Weng Howe Chan
  • Funders
  • ASPIRE—the technology programme management pillar of Abu Dhabi’s Advanced Technology Research Council (ATRC)
  • United Arab Emirates University
  • Multimedia University
LATEST VERSION PUBLISHED 29 Aug 2025
https://doi.org/10.12688/f1000research.154316.2
Research Article metrics
Revised
Assessing Africa’s position in the development of AI-enabled ECG devices
[version 2; peer review: 1 approved]
Hamza Ameziane, Yassine Zahidi, Mohamed El-Moufid, Hicham Medromi, Nadia Machkour, Nabila Rabbah
Peer Reviewers Varun Gupta
  • Funder
  • Foundation for Research Development and Innovation in Science and Engineering
LATEST VERSION PUBLISHED 19 Aug 2025
https://doi.org/10.12688/f1000research.129064.3
Review metrics
Revised
Progress and challenges for the application of machine learning for neglected tropical diseases
[version 3; peer review: 3 approved]
ChungYuen Khew, Rahmad Akbar, Norfarhan Mohd-Assaad
Peer Reviewers Anupam Nath Jha; Erma Sulistyaningsih; Karla P. Godinez-Macias
  • Funder
  • Fundamental Research Grant Scheme (FRGS)
LATEST VERSION PUBLISHED 17 Jul 2025
https://doi.org/10.12688/f1000research.154432.2
Research Article metrics
Revised
Deep learning neural network development for the classification of bacteriocin sequences produced by lactic acid bacteria
[version 2; peer review: 4 approved]
Lady L. González, Isaac Arias-Serrano, Fernando Villalba-Meneses, Paulo Navas-Boada, Jonathan Cruz-Varela
Peer Reviewers John J. Georrge; Alaa Kareem Niamah; Ismail Erol; Cristóbal Joel González-Pérez
LATEST VERSION PUBLISHED 20 Jun 2025
https://doi.org/10.12688/f1000research.161892.1
Case Report metrics AWAITING PEER REVIEW
Case Report: Exertional rhabdomyolysis associated with sickle cell trait
[version 1; peer review: awaiting peer review]
Syeda Javeria Ahsan, Sohail Khalid, Mujeeb Ur Rehman
Peer Reviewers Invited
PUBLISHED 09 Apr 2025
https://doi.org/10.12688/f1000research.152346.2
Systematic Review metrics
Revised
Artificial Intelligence in the Prediction of Stone-Free Status in Urinary Stone Disease Treated with Extracorporeal Shockwave Lithotripsy: A Systematic Review
[version 2; peer review: 1 approved, 2 approved with reservations]
Ficky ., Nur Rasyid, Widi Atmoko, Ponco Birowo
Peer Reviewers Jethro CC Kwong; Ranjit Barua; Shriyansh Chahar
  • Funder
  • not aplicable
LATEST VERSION PUBLISHED 26 Mar 2025
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.160142.1
Systematic Review metrics AWAITING PEER REVIEW
Exploring the potential benefits and challenges of artificial intelligence for research funding organisations: a scoping review
[version 1; peer review: awaiting peer review]
Amanda Blatch-Jones, Hazel Church, Ksenia Crane
Peer Reviewers Invited
PUBLISHED 24 Jan 2025
https://doi.org/10.12688/f1000research.141458.2
Research Article metrics
Revised
Predicting stunting status among under-5 children in Rwanda using neural network model: Evidence from 2020 Rwanda demographic and health survey
[version 2; peer review: 1 approved, 2 approved with reservations]
Similien Ndagijimana, Ignace Kabano, Emmanuel Masabo, Jean Marie Ntaganda
Peer Reviewers Billy Ogwel; Mashfiqul Huq Chowdhury; Mediana Aryuni
  • Funder
  • African Centre of Excellence in Data Science at the University of Rwanda and World Bank finance
LATEST VERSION PUBLISHED 20 Jan 2025
1-20 of 41 ARTICLES
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