Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning

track_changes Track Tracking Be alerted when new articles are added in this gateway (manage your tracking alerts via your account) Stop tracking this gateway
Home Gateways Artificial Intelligence and Machine Learning
121-140 of 169 ARTICLES
Previous Next
 in 
https://doi.org/10.12688/f1000research.52676.1
Opinion Article metrics
Rationality over fashion and hype in drug design
[version 1; peer review: 2 approved]
José L. Medina-Franco, Karina Martinez-Mayorga, Eli Fernández-de Gortari, Johannes Kirchmair, Jürgen Bajorath
Peer Reviewers Bruno O. Viloutreix; Maria Sorokina
  • Funder
  • DGAPA-PASPA
PUBLISHED 18 May 2021
https://doi.org/10.12688/f1000research.36775.1
Opinion Article metrics
Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare
[version 1; peer review: 2 approved]
Antti Väänänen, Keijo Haataja, Katri Vehviläinen-Julkunen, Pekka Toivanen
Peer Reviewers Marko Jäntti; Lorenzo Faggioni
  • Funder
  • Digiteknologian TKI-ymparistö project (ERDF, Regional Council of Pohjois-Savo)
PUBLISHED 26 Mar 2021
https://doi.org/10.12688/f1000research.27384.1
Software Tool Article metrics
Meta-Signer: Metagenomic Signature Identifier based onrank aggregation of features
[version 1; peer review: 1 approved with reservations, 1 not approved]
Derek Reiman, Ahmed Metwally, Jun Sun, Yang Dai
Peer Reviewers Braden T Tierney; Boyang JI
PUBLISHED 09 Mar 2021
https://doi.org/10.12688/f1000research.25877.2
Software Tool Article metrics
Revised
Umpire 2.0: Simulating realistic, mixed-type, clinical data for machine learning
[version 2; peer review: 1 approved, 1 approved with reservations]
Caitlin E. Coombes, Zachary B. Abrams, Samantha Nakayiza, Guy Brock, Kevin R. Coombes
Peer Reviewers Julia Wrobel; Justin Mower and Andrew Zimolzak
  • Funders
  • National Center for Advancing Translational Sciences
  • National Cancer Institute
LATEST VERSION PUBLISHED 05 Mar 2021
https://doi.org/10.12688/f1000research.50798.1
Software Tool Article metrics
Interactive biomedical segmentation tool powered by deep learning and ImJoy
[version 1; peer review: 1 approved, 1 approved with reservations]
Wei Ouyang, Trang Le, Hao Xu, Emma Lundberg
Peer Reviewers Jean-Yves Tinevez and Dmitry Ershov; Jan Funke
  • Funders
  • Knut and Alice Wallenberg Foundation
  • Swedish Research Council
  • LST Platform at KTH Royal Institute of Technology
PUBLISHED 24 Feb 2021
https://doi.org/10.12688/f1000research.26429.2
Software Tool Article metrics
Revised
netDx: Software for building interpretable patient classifiers by multi-'omic data integration using patient similarity networks
[version 2; peer review: 2 approved]
Shraddha Pai, Philipp Weber, Ruth Isserlin, Hussam Kaka, Shirley Hui, Muhammad Ahmad Shah, Luca Giudice, Rosalba Giugno, Anne Krogh Nøhr, Jan Baumbach, Gary D. Bader
Peer Reviewers Kim-Anh Lê Cao; Anais Baudot, Judith Lambert and Laurent Tichit
  • Funders
  • Villum Fonden
  • Horizon 2020
  • National Institutes of Health
LATEST VERSION PUBLISHED 22 Jan 2021
https://doi.org/10.12688/f1000research.28288.1
Research Article metrics
Comparison of different machine learning methods and dimensionality reduction for classification astrocytoma and glioblastoma tissues by mass spectra
[version 1; peer review: 1 approved with reservations, 1 not approved]
Evgeny S. Zhvansky, Anatoly A. Sorokin, Denis S. Zavorotnyuk, Vsevolod A. Shurkhay, Vasiliy A. Eliferov, Denis S. Bormotov, Daniil G. Ivanov, Alexander A. Potapov
Peer Reviewers Sergei A. Moshkovskii; Konstantin Chingin
  • Funder
  • Ministry of Science and Higher Education of the Russian Federation
PUBLISHED 21 Jan 2021
https://doi.org/10.12688/f1000research.26880.2
Software Tool Article metrics
Revised
Recursive Cluster Elimination based Rank Function (SVM-RCE-R) implemented in KNIME
[version 2; peer review: 3 approved]
Malik Yousef, Burcu Bakir-Gungor, Amhar Jabeer, Gokhan Goy, Rehman Qureshi, Louise C. Showe
Peer Reviewers Marco Chierici; Osman Ugur Sezerman; Abhishek Kumar
  • Funder
  • National Cancer Institute
LATEST VERSION PUBLISHED 05 Jan 2021
https://doi.org/10.12688/f1000research.27019.2
Software Tool Article metrics
Revised
Automated cell tracking using StarDist and TrackMate
[version 2; peer review: 3 approved]
Elnaz Fazeli, Nathan H. Roy, Gautier Follain, Romain F. Laine, Lucas von Chamier, Pekka E. Hänninen, John E. Eriksson, Jean-Yves Tinevez, Guillaume Jacquemet
Peer Reviewers Lachlan W. Whitehead; Ignacio Arganda-Carreras; Vinay Swaminathan
  • Funders
  • Academy of Finland
  • National Cancer Center Finland
  • American Institute for Cancer Research
  • Sigrid Juselius Foundation
  • Medical Research Council
  • Åbo Akademi University Research Foundation
  • National Institutes of Health
  • Cancer Research Institute
LATEST VERSION PUBLISHED 21 Dec 2020
https://doi.org/10.12688/f1000research.26459.1
Software Tool Article metrics PEER REVIEW DISCONTINUED
Uncovering host-microbiome interactions in global systems with collaborative programming: a novel approach integrating social and data sciences
[version 1; peer review: 1 approved with reservations]
Jenna Oberstaller, Swamy Rakesh Adapa, Guy W. Dayhoff II, Justin Gibbons, Thomas E. Keller, Chang Li, Jean Lim, Minh Pham, Anujit Sarkar, Ravi Sharma, Agaz H. Wani, Andrea Vianello, Linh M. Duong, Chenggi Wang, Celine Grace F. Atkinson, Madeleine Barrow, Nathan W. Van Bibber, Jan Dahrendorff, David A. E. Dean, Omkar Dokur, Gloria C. Ferreira, Mitchell Hastings, Gregory S. Herbert, Khandaker Tasnim Huq, Youngchul Kim, Xiangyun Liao, XiaoMing Liu, Fahad Mansuri, Lynn B. Martin, Elizabeth M. Miller, Ojas Natarajan, Jinyong Pang, Francesca Prieto, Peter W. Radulovic, Vyoma Sheth, Matthew Sumpter, Desirae Sutherland, Nisha Vijayakumar, Rays H. Y. Jiang
Peer Reviewers Sucheta Tripathy
  • Funder
  • University of South Florida
PUBLISHED 17 Dec 2020
https://doi.org/10.12688/f1000research.22907.3
Software Tool Article metrics
Revised
RamaNet: Computational de novo helical protein backbone design using a long short-term memory generative neural network
[version 3; peer review: 5 not approved]
Sari Sabban, Mikhail Markovsky
Peer Reviewers Matias Valdenegro-Toro; Jan Ludwiczak and Stanislaw Dunin-Horkawicz; Anupaul Baruah; Laszlo Dobson; Hamed Khakzad
LATEST VERSION PUBLISHED 12 Oct 2020
https://doi.org/10.12688/f1000research.25501.1
Software Tool Article metrics
MSclassifier: median-supplement model-based classification tool for automated knowledge discovery
[version 1; peer review: 2 approved]
Emmanuel S. Adabor, George K. Acquaah-Mensah, Gaston K. Mazandu
Peer Reviewers Gregory Hart; Alper Uzun
  • Funders
  • Ghana Institute of Management and Public Administration
  • National Institutes of Health
  • African Institute for Mathematical Sciences
  • Massachusetts College of Pharmacy and Health Sciences
PUBLISHED 10 Sep 2020
https://doi.org/10.12688/f1000research.23883.1
Research Article metrics
Survey to healthcare professionals on the practicality of AI services for healthcare
[version 1; peer review: 1 approved with reservations, 2 not approved]
Antti Väänänen, Keijo Haataja, Pekka Toivanen
Peer Reviewers Parag Chatterjee; Charlotte Blease; Lorenzo Faggioni
  • Funder
  • University of Eastern Finland
PUBLISHED 22 Jul 2020
https://doi.org/10.12688/f1000research.21539.5
Method Article metrics
Revised
Ensemble machine learning modeling for the prediction of artemisinin resistance in malaria
[version 5; peer review: 1 approved, 2 approved with reservations]
Colby T. Ford, Daniel Janies
Peer Reviewers Sameer K. Antani; Jeremy Burrows; Alyssa E Barry and Myo Naung
  • Funder
  • University of North Carolina at Charlotte
LATEST VERSION PUBLISHED 25 Jun 2020
https://doi.org/10.12688/f1000research.23694.1
Research Article metrics
COVID-19 countermeasures, Major League Baseball, and the home field advantage: Simulating the 2020 season using logit regression and a neural network
[version 1; peer review: 3 approved with reservations]
Justin Ehrlich, Shankar Ghimire
Peer Reviewers Garry Kuan; Ismail Dergaa; Federico Fioravanti
  • Funder
  • Syracuse University
PUBLISHED 20 May 2020
https://doi.org/10.12688/f1000research.22090.2
Research Article metrics
Revised
Machine learning meets pKa
[version 2; peer review: 2 approved]
Marcel Baltruschat, Paul Czodrowski
Peer Reviewers Ruth Brenk; Johannes Kirchmair
LATEST VERSION PUBLISHED 27 Apr 2020
https://doi.org/10.12688/f1000research.20661.2
Study Protocol metrics
Revised
Using machine learning techniques to develop risk prediction models to predict graft failure following kidney transplantation: protocol for a retrospective cohort study
[version 2; peer review: 2 approved, 1 approved with reservations]
Sameera Senanayake, Adrian Barnett, Nicholas Graves, Helen Healy, Keshwar Baboolal, Sanjeewa Kularatna
Peer Reviewers Ramkiran Gouripeddi; Chenxi Huang; Slade Matthews
  • Funders
  • Queensland University of Technology
  • Department of Education, Australian Governement
LATEST VERSION PUBLISHED 09 Mar 2020
https://doi.org/10.12688/f1000research.21016.1
Study Protocol metrics
Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial
[version 1; peer review: 2 approved]
Christopher R. King, Joanna Abraham, Thomas G. Kannampallil, Bradley A. Fritz, Arbi Ben Abdallah, Yixin Chen, Bernadette Henrichs, Mary Politi, Brian A. Torres, Angela Mickle, Thaddeus P. Budelier, Sherry McKinnon, Stephen Gregory, Sachin Kheterpal, Troy Wildes, Michael S. Avidan, TECTONICS Research Group
Peer Reviewers Ben Gibbison; Leon du Toit, Ross Hofmeyr and Maretha Smit
  • Funders
  • Agency for Healthcare Research and Quality
  • National Institute of Nursing Research
  • Washington University in St. Louis
  • National Science Foundation
PUBLISHED 29 Nov 2019
https://doi.org/10.12688/f1000research.20498.2
Systematic Review metrics
Revised
Evidence-based Clinical Decision Support Systems for the prediction and detection of three disease states in critical care: A systematic literature review
[version 2; peer review: 2 approved]
Goran Medic, Melodi Kosaner Kließ, Louis Atallah, Jochen Weichert, Saswat Panda, Maarten Postma, Amer EL-Kerdi
Peer Reviewers Stavros Nikolakopoulos; Milena Kovacevic
  • Funder
  • Philips
LATEST VERSION PUBLISHED 27 Nov 2019
https://doi.org/10.12688/f1000research.19029.2
Software Tool Article metrics
Revised
Network-based Observability and Controllability Analysis of Dynamical Systems: the NOCAD toolbox
[version 2; peer review: 2 approved]
Dániel Leitold, Ágnes Vathy-Fogarassy, János Abonyi
Peer Reviewers Gilles Didier; Arthur Montanari, Ercílio Moreira and Luis A. Aguirre
  • Funders
  • Emberi Eroforrások Minisztériuma
  • Országos Tudományos Kutatási Alapprogramok
LATEST VERSION PUBLISHED 18 Sep 2019
121-140 of 169 ARTICLES
Previous Next
Gateway Areas
Our News
  • AI/ML using Multi-omics and Healthcare Data for Precision Medicine launch

    The AI/ML using Multi-omics and Healthcare Data for Precision Medicine Collection is open for submissions, and being led by Guest Advisor, Zeeshan Ahmed. For more information, please contact publishing@F1000.com

  • Cybersecurity launch

    The Cybersecurity collection is open for submissions, and being led by Guest Advisor, Randy Kuang. For more information, please contact publishing@F1000.com

  • Artificial Intelligence in Real Life launch

    The Artificial Intelligence in Real Life collection is open for submissions, and being led by Guest Advisor, Fang Wang. For more information, please contact publishing@F1000.com

  • Artificial Intelligence in Academic Research launch

    The Artificial Intelligence in Academic Research collection is open for submissions, and being led by Guest Advisors, Giovanni Colavizza and Vincent Traag. For more information, please contact publishing@F1000.com

  • AI for Music launch

    The AI for Music collection is open for submissions, and being led by Guest Advisors, Oded Ben-Tal and Roger B Dannenberg. For more information, please contact publishing@f1000.com

  • AI and Democracy launch

    The AI and Democracy collection is open for submissions, and being led by Guest Advisors, Zach Bastick and Chris Starke. For more information, please contact publishing@f1000.com

  • Machine learning: life sciences launch

    The Machine learning: life sciences collection is open for submissions, and being led by Guest Advisors, Denis Bauer and Maneesh Sahani. For more information, please contact publishing@F1000.com

  • Artificial Intelligence and the Social Sciences and Humanities launch

    Artificial Intelligence and the Social Sciences and Humanities collection is open for submissions from Horizon grant recipients on Open Research Europe. It is led by Guest Advisor, Anaïs Rességuier. For more information, please contact publishing@F1000.com

  • AI in Medicine and Healthcare launch

    The AI in Medicine and Healthcare collection is open for submissions, and being led by Guest Advisors, Parag Chatterjee and Sally Ellingson. For more information, please contact publishing@F1000.com

  • Machine Learning in Drug Discovery and Development launch

    The Machine Learning in Drug Discovery and Development collection is open for submissions, and being led by Guest Advisor, Sally Ellingson. For more information, please contact publishing@F1000.com

  • Machine Learning in Genomics launch

    The Machine Learning in Genomics collection is open for submissions, and being led by Guest Advisors, Maxwell Libbrecht and Jie Liu. For more information, please contact publishing@F1000.com

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.