Skip to Main Content

Author Details

Svetha Venkatesh
Applied Artificial Intelligence Institute (A2I2), Deakin University
2000
59
16
PMIDPaper TitleJournal TitlePublished Year
38046867Geolocated Twitter-based population mobility in Victoria, Australia, during the staged COVID-19 restrictions.Crit Care Resusc2023
33956636A Spatio-Temporal Attention-Based Model for Infant Movement Assessment From Videos.IEEE J Biomed Health Inform2021
33909569PAN: Personalized Annotation-Based Networks for the Prediction of Breast Cancer Relapse.IEEE/ACM Trans Comput Biol Bioinform2021
34598888Machine Learning in Risk Prediction for Cardiac Surgery - An Emerging Trend?Heart Lung Circ2021
34353329Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient.BioData Min2021
34010314The relationship between linguistic expression in blog content and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study.PLoS One2021
32448868Precision psychiatry with immunological and cognitive biomarkers: a multi-domain prediction for the diagnosis of bipolar disorder or schizophrenia using machine learning.Transl Psychiatry2020
32093737DeepTRIAGE: interpretable and individualised biomarker scores using attention mechanism for the classification of breast cancer sub-types.BMC Med Genomics2020
33463267Improving the Tensile Properties of Wet Spun Silk Fibers Using Rapid Bayesian Algorithm.ACS Biomater Sci Eng2020
33105920Geolocated Twitter-based population mobility in Victoria, Australia, during the staged COVID-19 restrictions.Crit Care Resusc2020
32605904WITHDRAWN: The epidemiology of emergency presentations for falls across Western Victoria, Australia.Australas Emerg Care2020
32689932Deep in the Bowel: Highly Interpretable Neural Encoder-Decoder Networks Predict Gut Metabolites from Gut Microbiome.BMC Genomics2020
30520558Solving for X: Evidence for sex-specific autism biomarkers across multiple transcriptomic studies.Am J Med Genet B Neuropsychiatr Genet2019
31692450Intelligent Sensing to Inform and Learn (InSTIL): A Scalable and Governance-Aware Platform for Universal, Smartphone-Based Digital Phenotyping for Research and Clinical Applications.J Med Internet Res2019
31858042Efficient Bayesian Function Optimization of Evolving Material Manufacturing Processes.ACS Omega2019
31410687A cross-cancer metastasis signature in the microRNA-mRNA axis of paired tissue samples.Mol Biol Rep2019
31312210Cancer as a Tissue Anomaly: Classifying Tumor Transcriptomes Based Only on Healthy Data.Front Genet2019
31481350The epidemiology of emergency presentations for falls across Western Victoria, Australia.Australas Emerg Care2019
31508498Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety.NPJ Digit Med2019
31592461Optimizing a High-Entropy System: Software-Assisted Development of Highly Hydrophobic Surfaces using an Amphiphilic Polymer.ACS Omega2019
31122981Association between area-level socioeconomic status, accessibility and diabetes-related hospitalisations: a cross-sectional analysis of data from Western Victoria, Australia.BMJ Open2019
31025483Improving the classification of neuropsychiatric conditions using gene ontology terms as features.Am J Med Genet B Neuropsychiatr Genet2019
29229437The epidemiology of hip fractures across western Victoria, Australia.Bone2018
29987672Correction to: Geographic region, socioeconomic position and the utilisation of primary total joint replacement for hip or knee osteoarthritis across western Victoria: a cross-sectional multilevel study of the Australian Orthopaedic Association National Joint Replacement Registry.Arch Osteoporos2018
29644446Effective Identification of Similar Patients Through Sequential Matching over ICD Code Embedding.J Med Syst2018
29543825Detection of epileptic seizure based on entropy analysis of short-term EEG.PLoS One2018
27913366$\mathtt {Deepr}$: A Convolutional Net for Medical Records.IEEE J Biomed Health Inform2017
28410981Predicting healthcare trajectories from medical records: A deep learning approach.J Biomed Inform2017
28328519A Framework for Mixed-Type Multioutcome Prediction With Applications in Healthcare.IEEE J Biomed Health Inform2017
28495341Estimation of the prevalence of adverse drug reactions from social media.Int J Med Inform2017
28236943Using life's digital detritus to feed discovery.Lancet Psychiatry2017
28979215Stability, Consistency and Performance of Distribution Entropy in Analysing Short Length Heart Rate Variability (HRV) Signal.Front Physiol2017
28720869Rapid Bayesian optimisation for synthesis of short polymer fiber materials.Sci Rep2017
27008680A Framework for Classifying Online Mental Health-Related Communities With an Interest in Depression.IEEE J Biomed Health Inform2016
28324982Multi-task transfer learning for in-hospital-death prediction of ICU patients.Annu Int Conf IEEE Eng Med Biol Soc2016
27986644Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View.J Med Internet Res2016
27760533Randomised controlled trial of an iPad based early intervention for autism: TOBY playpad study protocol.BMC Pediatr2016
27694488Identification and outcomes of clinical phenotypes in amyotrophic lateral sclerosis/motor neuron disease: Australian National Motor Neuron Disease observational cohort.BMJ Open2016
27747201Ageing, Chronic Disease and Injury: A Study in Western Victoria (Australia).J Public Health Res2016
27121703Consistency of the Health of the Nation Outcome Scales (HoNOS) at inpatient-to-community transition.BMJ Open2016
27444059Forecasting Daily Patient Outflow From a Ward Having No Real-Time Clinical Data.JMIR Med Inform2016
27441291Screening for post 32-week preterm birth risk: how helpful is routine perinatal data collection?Heliyon2016
27400764Predicting Risk of Suicide Attempt Using History of Physical Illnesses From Electronic Medical Records.JMIR Ment Health2016
26689771Stabilizing l1-norm prediction models by supervised feature grouping.J Biomed Inform2016
23869435TOBY play-pad application to teach children with ASD - A pilot trial.Dev Neurorehabil2015
25938675Is demography destiny? Application of machine learning techniques to accurately predict population health outcomes from a minimal demographic dataset.PLoS One2015
25661261Learning vector representation of medical objects via EMR-driven nonnegative restricted Boltzmann machines (eNRBM).J Biomed Inform2015
25805603Web search activity data accurately predict population chronic disease risk in the USA.J Epidemiol Community Health2015
25500636Stable feature selection for clinical prediction: exploiting ICD tree structure using Tree-Lasso.J Biomed Inform2015
25494505Detection of dynamic background due to swaying movements from motion features.IEEE Trans Image Process2015
  • 1 - 50 of 59

Recommended Authors

University of Tennessee
Career Start Year 2017
Number of shared co-authors 0
University of Chicago
Career Start Year 2016
Number of shared co-authors 0
3Vector Institute
Career Start Year 2014
Number of shared co-authors 0
Icahn School of Medicine at Mount Sinai
Career Start Year 2013
Number of shared co-authors 0
Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai
Career Start Year 2013
Number of shared co-authors 0
Emory University
Career Start Year 2013
Number of shared co-authors 0
Duke University
Career Start Year 2012
Number of shared co-authors 0
Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute
Career Start Year 2012
Number of shared co-authors 0
Center for Outcomes Research and Evaluation, Yale New Haven Hospital
Career Start Year 2012
Number of shared co-authors 0
SickKids Research Institute
Career Start Year 2011
Number of shared co-authors 0
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Career Start Year 2011
Number of shared co-authors 0
Saw Swee Hock School of Public Health, National University of Singapore
Career Start Year 2011
Number of shared co-authors 0
University of Michigan College of Engineering ann arbor
Career Start Year 2011
Number of shared co-authors 0
University of Illinois Urbana-Champaign.
Career Start Year 2010
Number of shared co-authors 0
Johns Hopkins University
Career Start Year 2010
Number of shared co-authors 0
5Mayo Clinic
Career Start Year 2009
Number of shared co-authors 0
University of Turku
Career Start Year 2008
Number of shared co-authors 0
Northwestern University Feinberg School of Medicine
Career Start Year 2007
Number of shared co-authors 0
Wake Forest School of Medicine - Section of Cardiovascular Medicine
Career Start Year 2006
Number of shared co-authors 0
University of Cambridge
Career Start Year 2006
Number of shared co-authors 0
Columbia University
Career Start Year 2005
Number of shared co-authors 0
University of Turku
Career Start Year 2003
Number of shared co-authors 0
University of Pittsburgh
Career Start Year 2003
Number of shared co-authors 0
Center for Computational Health
Career Start Year 2002
Number of shared co-authors 0
Stanford University
Career Start Year 2002
Number of shared co-authors 0
Brigham and Women's Hospital
Career Start Year 2002
Number of shared co-authors 0
Vanderbilt University, Vanderbilt University Medical Center
Career Start Year 2001
Number of shared co-authors 0
Vanderbilt University
Career Start Year 1999
Number of shared co-authors 0
Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
Career Start Year 1993
Number of shared co-authors 1
Massachusetts Institute of Technology
Career Start Year 1986
Number of shared co-authors 1

Collaborators

Deakin University
Co-authored papers 6
Deakin University
Co-authored papers 5
Co-authored papers 4
Deakin University
Co-authored papers 4
Applied Artificial Intelligence Institute, Deakin University
Co-authored papers 3
The MIND Institute, University of California davis
Co-authored papers 1
INSERM U
Co-authored papers 1
Deakin University
Co-authored papers 1
Royal Melbourne Hospital
Co-authored papers 1
SUNY Upstate Medical University
Co-authored papers 1
Co-authored papers 1
Boston Children's Hospital, Seoul National University, Seoul National University Hospital
Co-authored papers 1
Deakin University
Co-authored papers 1