All Research Articles

Home Browse Articles
101-120 of 143 ARTICLES
Previous Next
 in 
https://doi.org/10.12688/f1000research.15591.1
Method Article metrics
Revealing HIV viral load patterns using unsupervised machine learning and cluster summarization
[version 1; peer review: 1 approved, 1 approved with reservations]
Samir A. Farooq, Samuel J. Weisenthal, Melissa Trayhan, Robert J. White, Kristen Bush, Peter R. Mariuz, Martin S. Zand
Peer Reviewers Sally Blower; Amalio Telenti
  • Funders
  • National Center for Advancing Translational Sciences
  • National Institute of Allergy and Infectious Diseases
PUBLISHED 27 Jul 2018
https://doi.org/10.12688/f1000research.14870.1
Review metrics
Combined approaches from physics, statistics, and computer science for ab initio protein structure prediction: ex unitate vires (unity is strength)?
[version 1; peer review: 2 approved]
Marc Delarue, Patrice Koehl
Peer Reviewers Amarda Shehu; Dong Xu
PUBLISHED 24 Jul 2018
https://doi.org/10.12688/f1000research.14048.2
Research Article metrics
Revised
Predicting ionizing radiation exposure using biochemically-inspired genomic machine learning
[version 2; peer review: 3 approved]
Jonathan Z.L. Zhao, Eliseos J. Mucaki, Peter K. Rogan
Peer Reviewers Daniel Oh; Michael D. Story and Liang-hao Ding; Roel Quintens and Mohamed Mysara
  • Funders
  • Natural Sciences and Engineering Research Council of Canada
  • Canada Excellence Research Chairs, Government of Canada
  • CytoGnomix Inc.
  • Canadian Foundation for Innovation
LATEST VERSION PUBLISHED 15 Jun 2018
https://doi.org/10.12688/f1000research.14616.1
Software Tool Article metrics
Automating the PathLinker app for Cytoscape
[version 1; peer review: 2 approved]
Li Jun Huang, Jeffrey N. Law, T. M. Murali
Peer Reviewers Alexander Pico; Stefan Wuchty
  • Funders
  • Intelligence Advanced Research Projects Activity
  • National Science Foundation
PUBLISHED 12 Jun 2018
https://doi.org/10.12688/f1000research.14810.1
Software Tool Article metrics
autoHGPEC: Automated prediction of novel disease-gene and disease-disease associations and evidence collection based on a random walk on heterogeneous network
[version 1; peer review: 2 approved with reservations]
Duc-Hau Le, Trang T.H. Tran
Peer Reviewers Tin Nguyen; Thanh Le Van
PUBLISHED 24 May 2018
https://doi.org/10.12688/f1000research.14776.2
Software Tool Article metrics
Revised
Automation of ReactomeFIViz via CyREST API
[version 2; peer review: 2 approved]
Fred Loney, Guanming Wu
Peer Reviewers Marina Piccirillo; John H. Morris
  • Funder
  • National Institutes of Health
LATEST VERSION PUBLISHED 23 May 2018
https://doi.org/10.12688/f1000research.13830.2
Research Article metrics
Revised
Knowledge discovery for Deep Phenotyping serious mental illness from Electronic Mental Health records
[version 2; peer review: 2 approved]
Richard G Jackson, Rashmi Patel, Sumithra Velupillai, George Gkotsis, David Hoyle, Robert Stewart
Peer Reviewers Julian Hong and Jessica Tenenbaum; Karin Verspoor
  • Funders
  • Marie Sklodowska Curie Actions
  • British Heart Foundation
  • National Institute for Health Research
  • Medical Research Council
  • Diabetes UK
  • Arthritis Research UK
  • Swedish Research Council
  • Royal College of Physicians
  • Wellcome Trust
  • Academy of Medical Sciences
LATEST VERSION PUBLISHED 08 May 2018
https://doi.org/10.12688/f1000research.14420.1
Brief Report metrics PEER REVIEW DISCONTINUED
Verhulst-Pearl growth model versus Malthusian growth model for in vitro evaluation of lead removal in wastewater by Photobacterium sp
[version 1; peer review: peer review discontinued]
Lenin Javier Ramirez-Cando, Cesar Ivan Alvarez-Mendoza, Patricia Gutierrez-Salazar
Peer Reviewers Invited
  • Funder
  • Universidad Politécnica Salesiana
PUBLISHED 25 Apr 2018
https://doi.org/10.12688/f1000research.14584.1
Research Article metrics PEER REVIEW DISCONTINUED
Reanalysis
Individual typological differences in a neurally distributed semantic processing system: Revisiting the Science article by Mitchell et al. on computational neurolinguistics
[version 1; peer review: 1 approved with reservations]
Hiroyuki Akama
Peer Reviewers Chiu-Hsieh Hsu
PUBLISHED 24 Apr 2018
https://doi.org/10.12688/f1000research.13723.2
Opinion Article metrics
Revised
Response heterogeneity: Challenges for personalised medicine and big data approaches in psychiatry and chronic pain
[version 2; peer review: 3 approved]
Agnes Norbury, Ben Seymour
Peer Reviewers Greg Atkinson and Philip J. Williamson; William G. Hopkins; Ricardo Silva
  • Funder
  • Wellcome Trust
LATEST VERSION PUBLISHED 01 Mar 2018
https://doi.org/10.12688/f1000research.11840.4
Software Tool Article metrics
Revised
GAC: Gene Associations with Clinical, a web based application
[version 4; peer review: 2 approved, 1 approved with reservations]
Xinyan Zhang, Manali Rupji, Jeanne Kowalski
Peer Reviewers Shengjie Yang; Matthew N. McCall; Cedric Simillion
  • Funders
  • Winship Cancer Institute of Emory University
  • National Cancer Institute
LATEST VERSION PUBLISHED 15 Feb 2018
https://doi.org/10.12688/f1000research.13016.2
Review metrics
Revised
The rise and fall of machine learning methods in biomedical research
[version 2; peer review: 2 approved]
Hashem Koohy
Peer Reviewers Alex Bateman; Konrad Förstner
  • Funder
  • Medical Research Council
LATEST VERSION PUBLISHED 02 Jan 2018
https://doi.org/10.12688/f1000research.9893.2
Software Tool Article metrics
Revised
exprso: an R-package for the rapid implementation of machine learning algorithms
[version 2; peer review: 2 approved]
Thomas Quinn, Daniel Tylee, Stephen Glatt
Peer Reviewers Dariusz Plewczynski and Julian Zubek; Henry Löffler-Wirth
LATEST VERSION PUBLISHED 06 Dec 2017
https://doi.org/10.12688/f1000research.12892.1
Study Protocol metrics
Development of a deep neural network derived from contours defined by consensus-based guidelines for automatic target segmentation in hepatocellular carcinoma radiotherapy: A study protocol
[version 1; peer review: 1 approved, 1 approved with reservations]
Jiandong Zhao, Jiazhou Wang, Mingxia Cheng
Peer Reviewers Laura A. Dawson; Sergio Casciaro
  • Funder
  • Shangfang Health Inc.
PUBLISHED 01 Nov 2017
https://doi.org/10.12688/f1000research.12693.1
Correspondence metrics
Unintended consequences of machine learning in medicine?
[version 1; peer review: 2 approved]
Laura McDonald, Sreeram V. Ramagopalan, Andrew P. Cox, Mustafa Oguz
Peer Reviewers Arturo Gonzalez-Izquierdo, Maria Pikoula and Spiros Denaxas; Hugo Schnack and Zimbo Boudewijns
PUBLISHED 19 Sep 2017
https://doi.org/10.12688/f1000research.10723.2
Data Note metrics
Revised
Prenatal brain MRI samples for development of automatic segmentation, target-recognition, and machine-learning algorithms to detect anatomical structures
[version 2; peer review: 2 not approved]
Hugues Gentillon, Ludomir Stefańczyk, Michał Strzelecki, Maria Respondek-Liberska
Peer Reviewers Ivana Išgum; Feng Shi
  • Funders
  • Polish National Health Fund
  • Medical University of Lodz & Polish Research Committee
  • Swedish Ministry of Education and Research
  • U.S. Department of Education
LATEST VERSION PUBLISHED 08 Sep 2017
https://doi.org/10.12688/f1000research.11154.1
Review metrics
Adaptation in the visual cortex: a case for probing neuronal populations with natural stimuli
[version 1; peer review: 4 approved]
Michoel Snow, Ruben Coen-Cagli, Odelia Schwartz
Peer Reviewers Stephen A Engel; Colin WG Clifford; Nathan Crowder; József Fiser
PUBLISHED 27 Jul 2017
https://doi.org/10.12688/f1000research.8996.2
Study Protocol metrics
Revised
Automated analysis of retinal imaging using machine learning techniques for computer vision
[version 2; peer review: 2 approved]
Jeffrey De Fauw, Pearse Keane, Nenad Tomasev, Daniel Visentin, George van den Driessche, Mike Johnson, Cian O Hughes, Carlton Chu, Joseph Ledsam, Trevor Back, Tunde Peto, Geraint Rees, Hugh Montgomery, Rosalind Raine, Olaf Ronneberger, Julien Cornebise
Peer Reviewers Yit Yang; Sandrine Zweifel
  • Funder
  • DeepMind
LATEST VERSION PUBLISHED 22 Jun 2017
https://doi.org/10.12688/f1000research.9417.3
Research Note metrics
Revised
Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning
[version 3; peer review: 2 approved]
Eliseos J. Mucaki, Katherina Baranova, Huy Q. Pham, Iman Rezaeian, Dimo Angelov, Alioune Ngom, Luis Rueda, Peter K. Rogan
Peer Reviewers Elana J. Fertig; Chun-Wei Tung
LATEST VERSION PUBLISHED 12 May 2017
https://doi.org/10.12688/f1000research.10114.3
Research Note metrics
Revised
Optimal threshold estimation for binary classifiers using game theory
[version 3; peer review: 3 approved]
Ignacio Enrique Sanchez
Peer Reviewers Pieter Meysman; Luis Diambra; Marcel Brun and Arjen ten Have
LATEST VERSION PUBLISHED 08 Feb 2017
101-120 of 143 ARTICLES
Previous Next
PUBLISH YOUR RESEARCH
Articles
We publish a wide range of article types in science, engineering, medicine, social sciences and humanities, with no editorial biases.
SUBMIT AN ARTICLE
See guidelines and policies.
Sign In
If you've forgotten your password, please enter your email address below and we'll send you instructions on how to reset your password.

The email address should be the one you originally registered with F1000.
Email address not valid, please try again

You registered with F1000 via Google, so we cannot reset your password.

To sign in, please click here.

If you still need help with your Google account password, please click here.

You registered with F1000 via Facebook, so we cannot reset your password.

To sign in, please click here.

If you still need help with your Facebook account password, please click here.

Code not correct, please try again
Email us for further assistance.
Server error, please try again.