Publications by authors named "Svetha Venkatesh"

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Impact of chirality on nanotube fracture strain: comprehensive machine learning potential calculations.
Sherif Abdulkader Tawfik, Tri Minh Nguyen, Truyen Tran, Sunil Gupta, Svetha Venkatesh

Nanoscale· October 2025

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Confident and Trustworthy Model for Fidgety Movement Classification.
Romero Morais, Thao Minh Le, Truyen Tran, Caroline Alexander, Natasha Amery, Svetha Venkatesh

IEEE J Biomed Health Inform· October 2025

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Brief Digital Interventions for Psychological Distress: An AI-Enhanced Response-Adaptive Randomized Clinical Trial.
Jill Newby, Sunil Gupta, Leonard Hoon, WuYi Zheng, Alexis E Whitton, Svetha Venkatesh

JAMA Netw Open· October 2025

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The search for superionic solid-state electrolytes using a physics-informed generative model.
Tri Minh Nguyen, Sherif Abdulkader Tawfik, Truyen Tran, Sunil Gupta, Santu Rana, Svetha Venkatesh

Mater Horiz· August 2025

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amVAE: Age-aware multimorbidity clustering using variational autoencoders.
Nikolaj Normann Holm, Thao Minh Le, Anne Frølich, Ove Andersen, Helle Gybel Juul-Larsen, Svetha Venkatesh

Comput Biol Med· March 2025

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Future Proofing Study: a cluster randomised controlled trial evaluating the effectiveness of a universal school-based cognitive-behavioural programme for adolescent depression.
Aliza Werner-Seidler, Andrew Mackinnon, Philip J Batterham, Alison L Calear, Mark E Larsen, Svetha Venkatesh

BMJ Ment Health· March 2025

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Predicting the Electron Density of Charged Systems Using Machine Learning.
Sherif Abdulkader Tawfik, Sunil Gupta, Svetha Venkatesh

J Phys Chem A· February 2025

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Fine-Grained Fidgety Movement Classification Using Active Learning.
Romero Morais, Truyen Tran, Caroline Alexander, Natasha Amery, Catherine Morgan, Svetha Venkatesh

IEEE J Biomed Health Inform· January 2025

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Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial.
Wu Yi Zheng, Artur Shvetcov, Aimy Slade, Zoe Jenkins, Leonard Hoon, Svetha Venkatesh

J Med Internet Res· January 2025

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The Lancet Commission on self-harm.
Paul Moran, Amy Chandler, Pat Dudgeon, Olivia J Kirtley, Duleeka Knipe, Svetha Venkatesh

Lancet· October 2024

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Passive sensing data predicts stress in university students: a supervised machine learning method for digital phenotyping.
Artur Shvetcov, Joost Funke Kupper, Wu-Yi Zheng, Aimy Slade, Jin Han, Svetha Venkatesh

Front Psychiatry· August 2024

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Machine learning identifies a COVID-19-specific phenotype in university students using a mental health app.
Artur Shvetcov, Alexis Whitton, Suranga Kasturi, Wu-Yi Zheng, Joanne Beames, Svetha Venkatesh

Internet Interv· December 2023

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Robust and Interpretable General Movement Assessment Using Fidgety Movement Detection.
Romero Morais, Vuong Le, Catherine Morgan, Alicia Spittle, Nadia Badawi, Svetha Venkatesh

IEEE J Biomed Health Inform· October 2023

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The Future Proofing Study: Design, methods and baseline characteristics of a prospective cohort study of the mental health of Australian adolescents.
Aliza Werner-Seidler, Kate Maston, Alison L Calear, Philip J Batterham, Mark E Larsen, Svetha Venkatesh

Int J Methods Psychiatr Res· September 2023

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Protocol for a bandit-based response adaptive trial to evaluate the effectiveness of brief self-guided digital interventions for reducing psychological distress in university students: the Vibe Up study.
Kit Huckvale, Leonard Hoon, Eileen Stech, Jill M Newby, Wu Yi Zheng, Svetha Venkatesh

BMJ Open· April 2023

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Identification of predictors and model for predicting prolonged length of stay in dengue patients.
Md Shahid Ansari, Dinesh Jain, Haripriya Harikumar, Santu Rana, Sunil Gupta, Svetha Venkatesh

Health Care Manag Sci· December 2021

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Machine Learning in Risk Prediction for Cardiac Surgery - An Emerging Trend?
Jaishankar Raman, Svetha Venkatesh, Rinaldo Bellomo

Heart Lung Circ· December 2021

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Predictive Model Based on Health Data Analysis for Risk of Readmission in Disease-Specific Cohorts.
Md Shahid Ansari, Abhay Kumar Alok, Dinesh Jain, Santu Rana, Sunil Gupta, Svetha Venkatesh

Perspect Health Inf Manag· November 2021

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A Spatio-Temporal Attention-Based Model for Infant Movement Assessment From Videos.
Binh Nguyen-Thai, Vuong Le, Catherine Morgan, Nadia Badawi, Truyen Tran, Svetha Venkatesh

IEEE J Biomed Health Inform· October 2021

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Application of Machine Learning Techniques to Identify Data Reliability and Factors Affecting Outcome After Stroke Using Electronic Administrative Records.
Santu Rana, Wei Luo, Truyen Tran, Svetha Venkatesh, Paul Talman

Front Neurol· September 2021

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Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient.
Haripriya Harikumar, Thomas P Quinn, Santu Rana, Sunil Gupta, Svetha Venkatesh

BioData Min· August 2021

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Geolocated Twitter-based population mobility in Victoria, Australia, during the staged COVID-19 restrictions.
Thin Nguyen, Sunil Gupta, Jaishankar Raman, Rinaldo Bellomo, Svetha Venkatesh

Crit Care Resusc· December 2020

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