Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety

द्वारा Huckvale, Kit, Venkatesh, Svetha, Christensen, Helen
में प्रकाशित NPJ Digit Med (2019)

Level Set Estimation with Search Space Warping

द्वारा Senadeera, Manisha, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha
में प्रकाशित Advances in Knowledge Discovery and Data Mining (2020)

Deep in the Bowel: Highly Interpretable Neural Encoder-Decoder Networks Predict Gut Metabolites from Gut Microbiome

द्वारा Le, Vuong, Quinn, Thomas P., Tran, Truyen, Venkatesh, Svetha
में प्रकाशित BMC Genomics (2020)

Predicting Risk of Suicide Attempt Using History of Physical Illnesses From Electronic Medical Records

द्वारा Karmakar, Chandan, Luo, Wei, Tran, Truyen, Berk, Michael, Venkatesh, Svetha
में प्रकाशित JMIR Ment Health (2016)

Forecasting Daily Patient Outflow From a Ward Having No Real-Time Clinical Data

द्वारा Gopakumar, Shivapratap, Tran, Truyen, Luo, Wei, Phung, Dinh, Venkatesh, Svetha
में प्रकाशित JMIR Med Inform (2016)

Cancer as a Tissue Anomaly: Classifying Tumor Transcriptomes Based Only on Healthy Data

द्वारा Quinn, Thomas P., Nguyen, Thin, Lee, Samuel C., Venkatesh, Svetha
में प्रकाशित Front Genet (2019)

Screening for post 32-week preterm birth risk: how helpful is routine perinatal data collection?

द्वारा Luo, Wei, Huning, Emily Y-S, Tran, Truyen, Phung, Dinh, Venkatesh, Svetha
में प्रकाशित Heliyon (2016)

Stability, Consistency and Performance of Distribution Entropy in Analysing Short Length Heart Rate Variability (HRV) Signal

द्वारा Karmakar, Chandan, Udhayakumar, Radhagayathri K., Li, Peng, Venkatesh, Svetha, Palaniswami, Marimuthu
में प्रकाशित Front Physiol (2017)

Detection of epileptic seizure based on entropy analysis of short-term EEG

द्वारा Li, Peng, Karmakar, Chandan, Yearwood, John, Venkatesh, Svetha, Palaniswami, Marimuthu, Liu, Changchun
में प्रकाशित PLoS One (2018)

Intelligent Sensing to Inform and Learn (InSTIL): A Scalable and Governance-Aware Platform for Universal, Smartphone-Based Digital Phenotyping for Research and Clinical Application...

द्वारा Barnett, Scott, Huckvale, Kit, Christensen, Helen, Venkatesh, Svetha, Mouzakis, Kon, Vasa, Rajesh
में प्रकाशित J Med Internet Res (2019)

DeepTRIAGE: interpretable and individualised biomarker scores using attention mechanism for the classification of breast cancer sub-types

द्वारा Beykikhoshk, Adham, Quinn, Thomas P., Lee, Samuel C., Tran, Truyen, Venkatesh, Svetha
में प्रकाशित BMC Med Genomics (2020)

Consistency of the Health of the Nation Outcome Scales (HoNOS) at inpatient-to-community transition

द्वारा Luo, Wei, Harvey, Richard, Tran, Truyen, Phung, Dinh, Venkatesh, Svetha, Connor, Jason P
में प्रकाशित BMJ Open (2016)

Risk stratification using data from electronic medical records better predicts suicide risks than clinician assessments

द्वारा Tran, Truyen, Luo, Wei, Phung, Dinh, Harvey, Richard, Berk, Michael, Kennedy, Richard Lee, Venkatesh, Svetha
प्रकाशित 2014

The relationship between linguistic expression in blog content and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study

द्वारा O’Dea, Bridianne, Boonstra, Tjeerd W., Larsen, Mark E., Nguyen, Thin, Venkatesh, Svetha, Christensen, Helen
में प्रकाशित PLoS One (2021)

Predictive Model Based on Health Data Analysis for Risk of Readmission in Disease-Specific Cohorts

द्वारा Ansari, Md. Shahid, Alok, Abhay Kumar, Jain, Dinesh, Rana, Santu, Gupta, Sunil, Salwan, Roopa, Venkatesh, Svetha
में प्रकाशित Perspect Health Inf Manag (2021)

A framework for feature extraction from hospital medical data with applications in risk prediction

द्वारा Tran, Truyen, Luo, Wei, Phung, Dinh, Gupta, Sunil, Rana, Santu, Kennedy, Richard Lee, Larkins, Ann, Venkatesh, Svetha
में प्रकाशित BMC Bioinformatics (2014)

Is Demography Destiny? Application of Machine Learning Techniques to Accurately Predict Population Health Outcomes from a Minimal Demographic Dataset

द्वारा Luo, Wei, Nguyen, Thin, Nichols, Melanie, Tran, Truyen, Rana, Santu, Gupta, Sunil, Phung, Dinh, Venkatesh, Svetha, Allender, Steve
में प्रकाशित PLoS One (2015)

Optimizing a High-Entropy System: Software-Assisted Development of Highly Hydrophobic Surfaces using an Amphiphilic Polymer

द्वारा Subianto, Surya, Li, Cheng, Rubin de Celis Leal, David, Rana, Santu, Gupta, Sunil, He, Rongliang, Venkatesh, Svetha, Sutti, Alessandra
में प्रकाशित ACS Omega (2019)

Rapid Bayesian optimisation for synthesis of short polymer fiber materials

द्वारा Li, Cheng, Rubín de Celis Leal, David, Rana, Santu, Gupta, Sunil, Sutti, Alessandra, Greenhill, Stewart, Slezak, Teo, Height, Murray, Venkatesh, Svetha
में प्रकाशित Sci Rep (2017)

Solving for X: evidence for sex-specific autism biomarkers across multiple transcriptomic studies

द्वारा Lee, Samuel C., Quinn, Thomas P., Lai, Jerry, Kong, Sek Won, Hertz-Picciotto, Irva, Glatt, Stephen J., Crowley, Tamsyn M., Venkatesh, Svetha, Nguyen, Thin
में प्रकाशित Am J Med Genet B Neuropsychiatr Genet (2018)