Artificial Intelligence and Machine Learning
Artificial Intelligence and Machine Learning
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]
Peer Reviewers
Sameer K. Antani;
Jeremy Burrows;
Alyssa E Barry and Myo Naung
- Funder
- University of North Carolina at Charlotte
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]
Peer Reviewers
Garry Kuan;
Ismail Dergaa;
Federico Fioravanti
- Funder
- Syracuse University
Research Article
metrics
Peer Reviewers
Ruth Brenk;
Johannes Kirchmair
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]
Peer Reviewers
Ramkiran Gouripeddi;
Chenxi Huang;
Slade Matthews
- Funders
- Queensland University of Technology
- Department of Education, Australian Governement
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]
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
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]
Peer Reviewers
Stavros Nikolakopoulos;
Milena Kovacevic
- Funder
- Philips
Software Tool Article
metrics
Revised
Network-based Observability and Controllability Analysis of Dynamical Systems: the NOCAD toolbox
[version 2; peer review: 2 approved]
Peer Reviewers
Gilles Didier;
Arthur Montanari, Ercílio Moreira and Luis A. Aguirre
- Funders
- Emberi Eroforrások Minisztériuma
- Országos Tudományos Kutatási Alapprogramok
Research Article
metrics
Optimal price-based control of heterogeneous thermostatically controlled loads under uncertainty using LSTM networks and genetic algorithms
[version 1; peer review: 2 approved with reservations, 1 not approved]
Peer Reviewers
Matsukawa Shun;
Chiou-Jye Huang;
Shanti Swarup
- Funder
- Jenny ja Antti Wihurin Rahasto
Research Article
metrics
Revised
Predicting transcription factor binding using ensemble random forest models
[version 2; peer review: 2 approved]
Peer Reviewers
Jan Grau;
Gary D Stormo
- Funder
- Cluster of Excellence on Multimodal Computing and Interaction (DFG)
Review
metrics
Peer Reviewers
Wan Zaripah Wan Bakar and Huwaina Abd Ghani;
Praveen Arany
Method Article
metrics
FaceSync: Open source framework for recording facial expressions with head-mounted cameras
[version 1; peer review: 2 approved]
Peer Reviewers
Elliott Ross;
Sylwia Hyniewska
Method Article
metrics
A Bioconductor workflow for the Bayesian analysis of spatial proteomics
[version 1; peer review: 1 approved, 2 approved with reservations]
Peer Reviewers
Pierre M. Jean Beltran;
Susan Holmes;
Angus Lamond and Alejandro Brenes Murillo
- Funders
- Medical Research Council
- Wellcome Trust
- Biotechnology and Biological Sciences Research Council
Research Article
metrics
Revised
Transcription factor binding site clusters identify target genes with similar tissue-wide expression and buffer against mutations
[version 2; peer review: 2 approved]
Peer Reviewers
Daphne Ezer;
Nicolae Radu Zabet
- Funders
- Natural Sciences and Engineering Research Council of Canada
- Ontario Centres of Excellence
- Cytognomix Inc.
- Shared Hierarchical Academic Research Computing Network
- Southern Ontario Smart Computing Innovation
- Western University
- Compute Canada
- Canada Foundation for Innovation
- Canada Research Chairs
Research Article
metrics
Revised
EEG correlation at a distance: A re-analysis of two studies using a machine learning approach
[version 2; peer review: 2 approved]
Peer Reviewers
Arnaud Delorme;
Schubert R. Carvalho
Software Tool Article
metrics
shiny-pred: a server for the prediction of protein disordered regions
[version 1; peer review: 1 approved with reservations, 1 not approved]
Peer Reviewers
Jinbo Xu;
Appadurai Rajeswari and Anand Srivastava
Method Article
metrics
Projection layers improve deep learning models of regulatory DNA function
[version 1; peer review: 1 approved, 1 approved with reservations]
Peer Reviewers
David R. Kelley;
Qin Ma
- Funder
- Medical Research Council
Research Article
metrics
An interpretable machine learning model of biological age
[version 1; peer review: 2 approved with reservations]
Peer Reviewers
Alex Zhavoronkov;
Peter O. Fedichev
Opinion Article
metrics
Peer Reviewers
Michel Thiebaut de Schotten;
Tor D. Wager
- Funders
- Department of Health
- Wellcome Trust
- UCLH NIHR Biomedical Research Centre
Research Article
metrics
Revised
Predicting lithium treatment response in bipolar patients using gender-specific gene expression biomarkers and machine learning
[version 3; peer review: 1 approved, 2 approved with reservations]
Peer Reviewers
Ming-Fen Ho;
Sunil V. Kalmady;
Duan Liu
Method Article
metrics
Large-scale protein function prediction using heterogeneous ensembles
[version 1; peer review: 2 approved]
Peer Reviewers
Guoxian Yu;
Predrag Radivojac
- Funders
- International Business Machines Corporation
- Intelligence Advanced Research Projects Activity
- National Institutes of Health