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https://doi.org/10.12688/f1000research.160148.4
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Revised
Heavy Metal Contamination: Sources, Health Impacts, and Sustainable Mitigation Strategies with Insights from Nigerian Case Studies
[version 4; peer review: 1 approved, 2 approved with reservations]
Babafemi Laoye, Peter Olagbemide, Tolulope Ogunnusi, Oghenerobor Akpor
Peer Reviewers Rupesh Kumar; Qudrat Ullah; Muyiwa Michael Orosun
LATEST VERSION PUBLISHED 11 Jul 2025
https://doi.org/10.12688/f1000research.163833.1
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LitSieve: An integrated literature search and triage tool for biocuration
[version 1; peer review: 1 approved with reservations]
Matt Jeffryes, Melissa Harrison, Henning Hermjakob, Johanna McEntyre
Peer Reviewers Kim Rutherford
  • Funders
  • European Molecular Biology Laboratory
  • HORIZON EUROPE Marie Sklodowska-Curie Actions
PUBLISHED 11 Jul 2025
https://doi.org/10.12688/f1000research.163423.1
Research Article metrics
Evaluating the Efficiency of Areke Distillation Process Using the Traditional Method of Distillation and Double Pipe Distillation: A Traditional Ethiopian Beverage
[version 1; peer review: 2 approved with reservations]
Mulugeta Fentahun, Ayinalem Worku
Peer Reviewers Nermina Spaho; Diego Bonatto
PUBLISHED 10 Jul 2025
https://doi.org/10.12688/f1000research.165017.1
Research Article metrics
The Theory of Observational Relativity Serial Report 1: A New Theory with Significant Discoveries
[version 1; peer review: 1 approved with reservations, 1 not approved]
Xiaogang Ruan
Peer Reviewers Jackson Levi Said; Vinod Kumar Bhardwaj
PUBLISHED 09 Jul 2025
https://doi.org/10.12688/f1000research.163839.1
Research Article metrics AWAITING PEER REVIEW
Amino Acid and Fatty Acid Profiles of Black Soldier Fly Larvae Meal Reared on Rice Bran, Milk Waste, and Slaughterhouse Waste Combined Substrate Under Different Processing Methods
[version 1; peer review: awaiting peer review]
Nurul Isnaini, Faizal Andri
Peer Reviewers Invited
  • Funder
  • Directorate of Research and Community Services, Universitas Brawijaya, Malang 65145, Indonesia
PUBLISHED 08 Jul 2025
https://doi.org/10.12688/f1000research.163113.1
Research Article metrics
The effect of GeoGebra integrated instruction on students’ learning of the quadratic function concept
[version 1; peer review: 1 approved]
Ashebir Sidelil Sebsibe, Neja Muzea Abdella
Peer Reviewers Zutaah Puotier
PUBLISHED 07 Jul 2025
https://doi.org/10.12688/f1000research.166350.1
Research Article metrics
A Hybrid Anomaly Detection Framework Combining Supervised and Unsupervised Learning for Credit Card Fraud Detection
[version 1; peer review: 1 not approved]
Mohammad Shanaa, Sherief Abdallah
Peer Reviewers Gian Marco Paldino
PUBLISHED 07 Jul 2025
https://doi.org/10.12688/f1000research.164015.1
Research Article metrics
Quantitative AI yields algorithmic RNA biomarkers from a rheumatoid arthritis clinical trial, accurately predicting individual patient responses to anti-TNF treatment, providing a novel approach to companion diagnostic discovery.   
[version 1; peer review: 1 approved with reservations]
Kevin Horgan, Michael F McDermott, Douglas Harrington, Vahan Simonyan, Patrick Lilley
Peer Reviewers Daniel H. Solomon and Kathryne Marks
PUBLISHED 07 Jul 2025
https://doi.org/10.12688/f1000research.166513.1
Review metrics
An Introduction to Generative Artificial Intelligence for Academics
[version 1; peer review: 1 approved with reservations]
Nate Breznau, Hung H.V. Nguyen
Peer Reviewers William J Marin-Rodriguez
  • Funder
  • Deutsche Forschungsgemeinschaft
PUBLISHED 04 Jul 2025
https://doi.org/10.12688/f1000research.159115.2
Genome Note metrics
Revised
The first mitochondrial genome of Haemagogus equinus from Jamaica
[version 2; peer review: 1 approved, 1 approved with reservations]
Simone L. Sandiford, Simmoy A. A. Noble, Samra A. Pierre, Douglas E. Norris, Renee Ali
Peer Reviewers Din Syafruddin and Puji Budi Setia Asih; Craig Wilding
  • Funders
  • NSF-Accelerator Project D-688: Computing the Biome
  • Global Infectious Diseases Research Training Program
  • Johns Hopkins Malaria Research Institute and Bloomberg Philanthropies
  • University at Buffalo Clinical and Translational Science Institute
LATEST VERSION PUBLISHED 02 Jul 2025
https://doi.org/10.12688/f1000research.164319.1
Software Tool Article metrics
Improving rigor and reproducibility in chromatin immunoprecipitation assay data analysis workflows with Rocketchip
[version 1; peer review: 1 approved, 1 approved with reservations]
Viktoria Haghani, Aditi Goyal, Alan Zhang, Osman Sharifi, Natasha Mariano, Dag Yasui, Ian Korf, Janine LaSalle
Peer Reviewers Zhengyao Shao; Karol Bomsztyk
  • Funders
  • Rett Syndrome Research Trust
  • Autism Science Foundation
  • National Institutes of Health
PUBLISHED 25 Jun 2025
https://doi.org/10.12688/f1000research.163152.1
Research Article metrics
Leveraging Synthetic Data to Validate a Benchmark Study for Differential Abundance Tests for 16S Microbiome Sequencing Data 
[version 1; peer review: 2 approved with reservations]
Eva Kohnert, Clemens Kreutz
Peer Reviewers Aaron W Miller; Graziano Pesole and Giuseppe Defazio
PUBLISHED 25 Jun 2025
https://doi.org/10.12688/f1000research.149263.3
Review metrics
Revised
Recent advances in the design of SERS substrates and sensing systems for (bio)sensing applications: Systems from single cell to single molecule detection
[version 3; peer review: 3 approved]
Sai Ratnakar Tadi, Ashwini G Shenoy, Anirudh Bharadwaj, Sreelakshmi C S, Chiranjay Mukhopadhyay, Kapil Sadani, Pooja Nag
Peer Reviewers Nabadweep Chamuah; Debasmita Mondal; Ranjan Ganguly
  • Funder
  • Science and Engineering Research Board
LATEST VERSION PUBLISHED 24 Jun 2025
https://doi.org/10.12688/f1000research.160650.2
Research Article metrics
Revised
APF-YOLOV8: Enhancing Multiscale Detection and Intra-Class Variance Handling for UAV-Based Insulator Power Line Inspections
[version 2; peer review: 2 approved]
Rita Aitelhaj, Badr-Eddine Benelmostafa, Hicham Medromi
Peer Reviewers Jeya prakash Kadambarajan; Md Sabid Hasan and Md Mostafizur Rahman Komol
LATEST VERSION PUBLISHED 23 Jun 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.164583.1
Software Tool Article metrics
Assembly and quantification of transcripts from noisy long reads with NIFFLR
[version 1; peer review: 1 approved with reservations, 2 not approved]
Alina Guo, Mihaela Pertea, Aleksey V Zimin
Peer Reviewers Colin Dewey; Fairlie Reese; Yuan Gao
  • Funders
  • Directorate for Biological Sciences
  • NIH
PUBLISHED 20 Jun 2025
https://doi.org/10.12688/f1000research.162911.2
Research Article metrics
Revised
Region-wise landmarks-based feature extraction employing SIFT, SURF, and ORB feature descriptors to recognize Monozygotic twins from 2D/3D Facial Images
[version 2; peer review: 3 approved]
Gangothri Sanil, Krishna Prakasha K, Srikanth Prabhu, Vinod Nayak, Aparna Jayakala
Peer Reviewers Dhimas Tribuana; Muhammad Arslan Rauf; Siew Chin Chong
LATEST VERSION PUBLISHED 20 Jun 2025
https://doi.org/10.12688/f1000research.164918.1
Systematic Review metrics AWAITING PEER REVIEW
Impact of industrial wastewater on the microbiome and resistome of waterbodies: a systematic review
[version 1; peer review: awaiting peer review]
Olukayode Adebola Ibitoye, Abdulganiy Babatunde Agbaje, Chinyere Anyanwu, Ilemobayo Victor Fasogbon, Reuben Samson Dangana, Saheed Adekunle Akinola, Reuben S. Magehembe
Peer Reviewers Invited
PUBLISHED 19 Jun 2025
https://doi.org/10.12688/f1000research.74223.2
Method Article metrics
Revised
ALL-IN meta-analysis: breathing life into living systematic reviews and prospective meta-analyses
[version 2; peer review: 1 approved, 2 approved with reservations]
Judith ter Schure, Peter Grünwald
Peer Reviewers Junfeng Wang; Ewelina Rogozinska; Shubhendu Trivedi
  • Funder
  • Nederlandse Organisatie voor Wetenschappelijk Onderzoek
LATEST VERSION PUBLISHED 19 Jun 2025
https://doi.org/10.12688/f1000research.164796.1
Research Article metrics AWAITING PEER REVIEW
The Limits of AI in Understanding Emotions: Challenges in Bridging Human Experience and Machine Perception
[version 1; peer review: awaiting peer review]
Alain Finet, Kevin Kristoforidis, Julie Laznicka
Peer Reviewers Invited
  • Funder
  • Fédération Wallonie-Bruxelles
PUBLISHED 13 Jun 2025
121-140 of 5,421 ARTICLES
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