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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.170127.1
Research Article metrics AWAITING PEER REVIEW
A Generic Requirement Engineering Framework for Social Commerce Platforms: Front-end and Back-end Features
[version 1; peer review: awaiting peer review]
Iman Al Jassasi, Youcef Baghdadi, Abdullah Al Hamdani
Peer Reviewers Invited
  • Funder
  • Sultan Qaboos University
PUBLISHED 09 Oct 2025
https://doi.org/10.12688/f1000research.167991.1
Research Article metrics
Condition monitoring data of ball bearing based on wavelet analysis model with machine learning techniques
[version 1; peer review: 1 approved with reservations]
Manisha Maurya, Chandrabhanu Malla, Isham Panigrahi, Dipti Dash
Peer Reviewers Firas M. Mustafa Alfaqi
  • Funder
  • Kalinga Institute of Industrial Technology
PUBLISHED 06 Oct 2025
https://doi.org/10.12688/f1000research.170252.1
Systematic Review metrics
Antecedents of data analytics adoption: A systematic literature review from 2018-2024
[version 1; peer review: 1 approved with reservations]
Alqa Husni, Wasanthi Madurapperuma, Ranpati Dewage Thilini Sumudu Kumari
Peer Reviewers Tarun Kumar Vashishth
PUBLISHED 02 Oct 2025
https://doi.org/10.12688/f1000research.169456.1
Research Article metrics AWAITING PEER REVIEW
A Differential Evolution-Based Optimized Ensemble for Balanced and Imbalanced Medical Datasets
[version 1; peer review: awaiting peer review]
Surajit Das, Samaleswari P. Nayak, Biswajit Sahoo, Satyananda Champati Rai
Peer Reviewers Invited
  • Funder
  • Kalinga Institute of Industrial Technology
PUBLISHED 29 Sep 2025
https://doi.org/10.12688/f1000research.167794.1
Research Article metrics AWAITING PEER REVIEW
An Enhanced Jaya Algorithm with Mutation and Diversity-Preserving Strategies for Hyperspectral Band Selection
[version 1; peer review: awaiting peer review]
Suchismita Behera, Partha Pratim Sarangi, Bhabani Shankar Prasad Mishra
Peer Reviewers Invited
  • Funder
  • Kalinga Institute of Industrial Technology
PUBLISHED 29 Sep 2025
https://doi.org/10.12688/f1000research.166307.2
Research Article metrics
Revised
Explainable Transfer Learning with Residual Attention BiLSTM for Prognosis of Ischemic Heart Disease.
[version 2; peer review: 1 approved, 1 approved with reservations]
Cenitta D, Arul N, Praveen Pai T, VIijaya Arjunan Ranganathan, Tanuja Shailesh, Andrew J
Peer Reviewers Neelam Joshi and Krishna Kumar Joshi; Ramesh Chandra Poonia
LATEST VERSION PUBLISHED 24 Sep 2025
https://doi.org/10.12688/f1000research.145845.4
Research Article metrics
Revised
Sentiment analysis of internet posts on vaccination using ChatGPT and comparison with actual vaccination rates in South Korea
[version 4; peer review: 2 approved, 1 approved with reservations]
Sunyoung Park
Peer Reviewers Cihan Cilgin; Ummu Fatihah Mohd Bahrin; Young Anna Argyris
LATEST VERSION PUBLISHED 24 Sep 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
https://doi.org/10.12688/f1000research.29032.3
Method Article metrics
Revised
Sustainable data analysis with Snakemake
[version 3; peer review: 2 approved]
Felix Mölder, Kim Philipp Jablonski, Brice Letcher, Michael B. Hall, Peter C. van Dyken, Christopher H. Tomkins-Tinch, Vanessa Sochat, Jan Forster, Filipe G. Vieira, Christian Meesters, Soohyun Lee, Sven O. Twardziok, Alexander Kanitz, Jake VanCampen, Venkat Malladi, Andreas Wilm, Manuel Holtgrewe, Sven Rahmann, Sven Nahnsen, Johannes Köster
Peer Reviewers Michael Reich; Caroline C. Friedel
  • Funders
  • Netherlands Organisation for Scientific Research (NWO)
  • Deutsche Stiftung für Herzforschung
  • Google LLC
  • United States National Science Foundation Graduate Research Fellowship Program (NSF-GRFP)
LATEST VERSION PUBLISHED 23 Sep 2025
https://doi.org/10.12688/f1000research.168996.1
Data Note metrics
Synthetic dataset to study the performance of perovskite solar cell simulations
[version 1; peer review: 1 approved with reservations]
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)
PUBLISHED 22 Sep 2025
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.168245.1
Software Tool Article metrics AWAITING PEER REVIEW
Computational Modeling and Visualization of Ischemic Effects on an Advanced Purkinje Network
[version 1; peer review: awaiting peer review]
Laiba Khan, Maham khan, Nijat Rzayev, Mahmood ahmad, Joanne Lac
Peer Reviewers Invited
PUBLISHED 18 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.168082.2
Research Article metrics
Revised
Revealing Principal Components, Patterns, and Structural Gaps in Health Security among High-Income Countries: A Comparative Analysis Using PCA and a Multi-Scenario Clustering Approach
[version 2; peer review: 2 approved]
Adel A. Nasser, Mijahed Nasser Aljober, Abed Saif Ahmed Alghawli, Amani A. K. Essayed
Peer Reviewers Jiansong Zheng; Prof Ahmed Sultan Al-Hegami
  • Funder
  • Deanship of Scientific Research, Prince Sattam bin Abdulaziz University
LATEST VERSION PUBLISHED 11 Sep 2025
https://doi.org/10.12688/f1000research.169927.1
Review metrics AWAITING PEER REVIEW
Trustworthy agentic AI systems: a cross-layer review of architectures, threat models, and governance strategies for real-world deployment
[version 1; peer review: awaiting peer review]
IBRAHIM ADABARA, Bashir Olaniyi Sadiq, Aliyu Nuhu Shuaibu, Yale Ibrahim Danjuma, Venkateswarlu Maninti
Peer Reviewers Invited
  • Funder
  • None
PUBLISHED 11 Sep 2025
https://doi.org/10.12688/f1000research.169601.1
Method Article metrics
Graph-based epidemic modeling of West Nile Virus: Forecasting and containment
[version 1; peer review: 1 not approved]
Francesco Branda, Mohamed Mustaf Ahmed, Annamaria Defilippo, Ugo Lomoio, Barbara Puccio, Massimo Ciccozzi, Fabio Scarpa, Pierangelo Veltri, Pietro Hiram Guzzi
Peer Reviewers Michael Wimberly
PUBLISHED 10 Sep 2025
https://doi.org/10.12688/f1000research.169843.1
Review metrics AWAITING PEER REVIEW
Next-Generation Interference Management: A Narrative Review of power Allocation and SIC Enhancement in 5G/6G NOMA
[version 1; peer review: awaiting peer review]
Fabian Chukwudi Ogenyi, Okechukwu Paul-Chima Ugwu, Val Hyginus Udoka Eze, Chinyere Nneoma Ugwu, Michael Ben Okon, Jovita Nnenna Ugwu, Kelechi John Ukagwu
Peer Reviewers Invited
PUBLISHED 09 Sep 2025
https://doi.org/10.12688/f1000research.169977.1
Editorial metrics NOT PEER REVIEWED
BOSC 2025, the 26th Bioinformatics Open Source Conference
[version 1; peer review: not peer reviewed]
Nomi L. Harris, Karsten Hokamp, Jessica Maia, Hervé Ménager, Monia C Munoz-Torres, Tazro Ohta, Deepak Unni, Jason Williams
  • Funder
  • NA
PUBLISHED 09 Sep 2025
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