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.181463.1
Research Article metrics AWAITING PEER REVIEW
Bridging Artificial and Human Intelligence: Comparative Performance of AI Models and Neurologists in Stroke Recognition- A Cross-Sectional Study
[version 1; peer review: awaiting peer review]
Kaleem Basharat, Doaa Sabir, Yavuz Yigit, Ahmed Abdu Obeid Kassem, Kamal Majed
Peer Reviewers Invited
  • Funder
  • Qatar National Library
PUBLISHED 10 Jul 2026
https://doi.org/10.12688/f1000research.182574.1
Review metrics AWAITING PEER REVIEW
Digitally-Augmented Radiology: From tablets to AI, a narrative review of technologies empowering the modern radiologist
[version 1; peer review: awaiting peer review]
Thomas Saliba, David C. Rotzinger, Guillaume Fahrni
Peer Reviewers Invited
PUBLISHED 06 Jul 2026
https://doi.org/10.12688/f1000research.181764.1
Research Article metrics AWAITING PEER REVIEW
Development of Predictive Analytics Model for Early Detection of Depression in Women
[version 1; peer review: awaiting peer review]
Chidi Betrand, Chinna Orish, Oluchukwu Ekwealor, Chinwe Onukwugha, Mercy Benson-Emenike, Nneka Oragba, Douglas Kelechi, Christopher Ofoegbu, Toochi Ewunonu
Peer Reviewers Invited
PUBLISHED 24 Jun 2026
https://doi.org/10.12688/f1000research.161073.6
Research Article metrics
Revised
Development of a machine learning predictive model for early detection of breast cancer
[version 6; peer review: 2 approved, 1 approved with reservations, 2 not approved]
Rinsy Rahman, Dola Saha, Winniecia Dkhar, Sathyendranath Malli, Neil Barnes Abraham
Peer Reviewers Abicumaran Uthamacumaran; Rolando Gonzales Martinez; Chandrakanta Mahanty; Musatafa Abbas Abbood Albadr; Manna Debnath
LATEST VERSION PUBLISHED 23 Jun 2026
https://doi.org/10.12688/f1000research.181969.1
Systematic Review metrics AWAITING PEER REVIEW
The Effects of Artificial Intelligence-Based Interventions on Depression and Anxiety: A Systematic Review
[version 1; peer review: awaiting peer review]
Ni Made Adinda Putri Puspitarani, I Gusti Ayu Agung Istri Risna Prajna Devi, Modesta Windyarti Natalia Toa Ngey, Kevin Putri Novera Tanaem, Radita Sonixtus Arauna, Wiwin Hendriani
Peer Reviewers Invited
  • Funder
  • Indonesia Endowment Fund for Education (LPDP), Ministry of Finance, Republic of Indonesia
PUBLISHED 18 Jun 2026
https://doi.org/10.12688/f1000research.179913.2
Research Article metrics
Revised
Web-based Machine Learning Model for Predicting Chronic Kidney Disease in Patients with Type 2 Diabetes Mellitus: A Multicenter Study
[version 2; peer review: 2 approved]
Lily Kresnowati, Suhartono Suhartono, Zahroh Shaluhiyah, Bagoes Widjanarko, Faizul Hasan
Peer Reviewers Cipta Pramana; Ewaldo Eder Carvalho Santana
LATEST VERSION PUBLISHED 10 Jun 2026
https://doi.org/10.12688/f1000research.180464.1
Software Tool Article metrics AWAITING PEER REVIEW
OpenOrchestratorCT-Pilot: Coordinating Heterogeneous AI Modules for Automated Thoracic CT Analysis
[version 1; peer review: awaiting peer review]
Guillaume Fahrni, Jean-François Deux, Jean-Paul Vallée, David C. Rotzinger
Peer Reviewers Invited
PUBLISHED 04 Jun 2026
https://doi.org/10.12688/f1000research.171119.1
Review metrics
Applications of Artificial Intelligence (AI) in Dentistry: a review
[version 1; peer review: 1 not approved]
Rupanjan Roy, Karthik Sivaraman, Aditi Chopra
Peer Reviewers Arlette Suzy Setiawan
PUBLISHED 26 May 2026
https://doi.org/10.12688/f1000research.182051.1
Research Article metrics AWAITING PEER REVIEW
A Machine Learning–Based Bibliometric Analysis of Global Research Trends on Loneliness in Older Adults
[version 1; peer review: awaiting peer review]
Sri Susanty, Yeu-Hui Chuang, Hsiao-Yean Chiu, Faizul Hasan
Peer Reviewers Invited
  • Funder
  • Second Century Fund (C2F), Chulalongkorn University, Bangkok, Thailand. Funding recipient: Sri Susanty.
PUBLISHED 26 May 2026
https://doi.org/10.12688/f1000research.178855.1
Brief Report metrics
Understanding the Inner Workings of Large Language Models in Medicine
[version 1; peer review: 1 approved with reservations, 1 not approved]
Georg Fuellen, Hans Jarchow, Johann-Christian Põder
Peer Reviewers Yavuz Selim Kıyak; Craig S Webster
PUBLISHED 05 May 2026
https://doi.org/10.12688/f1000research.158477.2
Systematic Review metrics
Revised
Artificial Intelligence (AI) and Healthcare Capabilities: A Systematic Review and Research Directions
[version 2; peer review: 1 approved, 2 approved with reservations]
Dereje Ferede
Peer Reviewers Ferry Fadzlul Rahman; Ameen A. Noor; Shehu Mohammed
  • Funder
  • N/A
LATEST VERSION PUBLISHED 24 Apr 2026
https://doi.org/10.12688/f1000research.138616.3
Systematic Review metrics
Revised
Development, validation and use of artificial-intelligence-related technologies to assess basic motor skills in children: a scoping review
[version 3; peer review: 1 approved, 2 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; Dhahbi Wissem; Faisal Dharma Adhinata
LATEST VERSION PUBLISHED 24 Apr 2026
https://doi.org/10.12688/f1000research.177717.1
Software Tool Article metrics AWAITING PEER REVIEW
Medibot AI: a web-based software tool integrating Gemini API for informational over-the-counter medication guidance
[version 1; peer review: awaiting peer review]
Piero Llanos-Sánchez, Arianna Espinoza-Franco, Fabián Portuguéz-Villa, Gustavo Fernández-Gutiérrez, Alex Pacheco
Peer Reviewers Invited
  • Funder
  • This work was funded by the Directorate of Innovation and Technology Transfer of the Vice Presidency for Research at the Universidad Nacional de Cañete (UNDC) as part of the “First Research Competition for the Development of Innovations and Intellectual Property” [contract number 014-2024].
PUBLISHED 19 Apr 2026
https://doi.org/10.12688/f1000research.178438.1
Systematic Review metrics AWAITING PEER REVIEW
Improving Medication Safety in Chronic Kidney Disease Using Rule-Based and Artificial Intelligence–Based Clinical Decision Support Systems: A Systematic Review of Randomized Controlled Trials
[version 1; peer review: awaiting peer review]
Asrul Ismail, Rani Sauriasari, Arry Yanuar, Dodi Sudiana, Fonny Cokro
Peer Reviewers Invited
  • Funder
  • This review was supported by The Indonesia Endowment Fund for Education (LPDP)
PUBLISHED 16 Apr 2026
https://doi.org/10.12688/f1000research.179432.1
Systematic Review metrics AWAITING PEER REVIEW
Reframing Patient-Centered Care in the Age of Artificial Intelligence: A Systematic Review of Implications for Public Health Systems, Governance, and Health Equity
[version 1; peer review: awaiting peer review]
Faisal Binsar, Mohammad Hamsal, Mohammad Ichsan, Sri Bramantoro Abdinagoro, Diena Dwidienawati
Peer Reviewers Invited
PUBLISHED 15 Apr 2026
https://doi.org/10.12688/f1000research.166682.3
Research Article metrics
Revised
An Improved Deep Learning Algorithm for Breast Cancer Survival Prediction Based on Multi-Omics Data
[version 3; peer review: 3 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; Suhaila Zainudin; Toni Arifin
  • 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 10 Apr 2026
https://doi.org/10.12688/f1000research.178297.2
Data Note metrics
Revised
RAD-CaseBookLLM-08: An open-access dataset of structured large language model–generated radiology differential diagnosis teachings
[version 2; peer review: 1 approved, 1 approved with reservations]
Thomas Saliba, Guillaume Fahrni
Peer Reviewers Craig S Webster; Shawn Lyo
LATEST VERSION PUBLISHED 10 Apr 2026
https://doi.org/10.12688/f1000research.168964.2
Software Tool Article metrics
Revised
MOODMIND: A Pilot Feasibility Study of Artificial Intelligence for Major Depressive Disorder Screening in Tuberculosis Patients
[version 2; peer review: 1 approved, 2 approved with reservations]
Erlina Wijayanti, Ammar Abror, Ummi Azizah Rachmawati, Citra Fitri Agustina, Helwiah Umniyati, Diana Batara Munti, Exir Najib Rahmat, Athoillah Ahkam Diansyah
Peer Reviewers Masab Mansoor; Caroline W. Espinola; Hayder Al-Hindy
  • Funder
  • YARSI University
LATEST VERSION PUBLISHED 19 Mar 2026
https://doi.org/10.12688/f1000research.169102.2
Research Article metrics
Revised
Multimodal Machine Learning Approach for Diagnosing Atopic Dermatitis
[version 2; peer review: 2 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; Tomasz Krzywicki
  • 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.
LATEST VERSION PUBLISHED 09 Feb 2026
https://doi.org/10.12688/f1000research.172054.1
Software Tool Article metrics AWAITING PEER REVIEW
DERMOSAN: Development of an interactive software tool in Streamlit for dermatological diagnosis assisted by convolutional neural networks (CNNs)
[version 1; peer review: awaiting peer review]
Gustavo Fernández-Gutiérrez, Andry Diego-Calagua, Alexander Leandro-Mendoza, Alex Pacheco
Peer Reviewers Invited
  • Funder
  • This work was funded by the Directorate of Innovation and Technology Transfer of the Vice Presidency for Research at the Universidad Nacional de Cañete (UNDC) as part of the “Research Competition for the Development of Innovations and Intellectual Property”
PUBLISHED 31 Dec 2025
1-20 of 59 ARTICLES
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