Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

AI in Medicine and Healthcare

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1-20 of 36 ARTICLES
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https://doi.org/10.12688/f1000research.169102.1
Research Article metrics AWAITING PEER REVIEW
Multimodal Machine Learning Approach for Diagnosing Atopic Dermatitis
[version 1; peer review: awaiting peer review]
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 Invited
  • 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: 1 approved with reservations]
Mahmoud Elmahdy, Rehan Ali, Tejasvini Khanna, Karthik Gnanapandithan, Daniel Kashani
Peer Reviewers Jonathan Soldera
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
https://doi.org/10.12688/f1000research.154680.2
Research Article metrics
Revised
Role of Artificial intelligence model in prediction of low back pain using T2 weighted MRI of Lumbar spine
[version 2; peer review: 2 approved, 1 approved with reservations, 1 not approved]
Ali Muhaimil, Saikiran Pendem, Niranjana Sampathilla, Priya P S, Kaushik Nayak, Krishnaraj Chadaga, Anushree Goswami, Obhuli Chandran M, Abhijith S
Peer Reviewers Priyanka Chandrasekhar; Tarun Gangil; Shashi Kumar Shetty; Eugene Ozhinsky
  • Funder
  • Nil
LATEST VERSION PUBLISHED 10 Oct 2024
https://doi.org/10.12688/f1000research.145950.2
Review metrics
Revised
Review of Deep Learning Performance in Wireless Capsule Endoscopy Images for GI Disease Classification
[version 2; peer review: 2 approved]
Tsedeke Temesgen Habe, Keijo Haataja, Pekka Toivanen
Peer Reviewers Gulshan Kumar; Reena Gunjan and Prof. Dr. Vrushali Rampure
LATEST VERSION PUBLISHED 23 Sep 2024
https://doi.org/10.12688/f1000research.154455.1
Software Tool Article metrics
CINNAMON-GUI: Revolutionizing Pap Smear Analysis with CNN-Based Digital Pathology Image Classification
[version 1; peer review: 2 approved]
Luca Zammataro
Peer Reviewers Fabio Grizzi; Gabriella Casalino
PUBLISHED 06 Aug 2024
https://doi.org/10.12688/f1000research.133328.2
Study Protocol metrics
Revised
Comparative evaluation and correlation of variations in articular disc morphology as assessed by automated segmentation using deep learning on magnetic resonance imaging (MRI) images in Class II (vertical) TMD cases, Class II (horizontal) TMD cases and Class I non-TMD cases
[version 2; peer review: 1 approved]
Aathira Surendran, Sunita Shrivastav, Gaurav Srivastav
Peer Reviewers Martina Ferrillo
LATEST VERSION PUBLISHED 15 Jul 2024
https://doi.org/10.12688/f1000research.145100.1
Research Article metrics AWAITING PEER REVIEW
Intestelligence: A pharmacological neural network using intestine data
[version 1; peer review: awaiting peer review]
Yusuke Watanabe, Hiroshi Ban, Nobuhiro Hagura, Yuji Ikegaya
Peer Reviewers Invited
  • Funder
  • The Exploratory Research for Advanced Technology by Japan Science and Technology Agency (JST ERATO)
PUBLISHED 28 Jun 2024
1-20 of 36 ARTICLES
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