Search Results - "Shatte, Adrian"

Machine learning in mental health: a scoping review of methods and applications by Shatte, Adrian B R, Hutchinson, Delyse M, Teague, Samantha J

“…This paper aims to synthesise the literature on machine learning (ML) and big data applications for mental health, highlighting current research and…”
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Social Media Markers to Identify Fathers at Risk of Postpartum Depression: A Machine Learning Approach by Shatte, Adrian B R, Hutchinson, Delyse M, Fuller-Tyszkiewicz, Matthew, Teague, Samantha J

“…Postpartum depression (PPD) is a significant mental health issue in mothers and fathers alike; yet at-risk fathers often come to the attention of health care…”
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Retention strategies in longitudinal cohort studies: a systematic review and meta-analysis by Teague, Samantha, Youssef, George J, Macdonald, Jacqui A, Sciberras, Emma, Shatte, Adrian, Fuller-Tyszkiewicz, Matthew, Greenwood, Chris, McIntosh, Jennifer, Olsson, Craig A, Hutchinson, Delyse

“…Participant retention strategies that minimise attrition in longitudinal cohort studies have evolved considerably in recent years. This study aimed to assess,…”
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Peer Support of Fathers on Reddit: Quantifying the Stressors, Behaviors, and Drivers by Teague, Samantha J., Shatte, Adrian B. R.

“…This article aimed to delineate the behavioral patterns of fathers in seeking and providing peer support on the popular social media site Reddit using a sample…”
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A survey study of attitudes toward, and preferences for, e‐therapy interventions for eating disorder psychopathology by Linardon, Jake, Shatte, Adrian, Tepper, Hannah, Fuller‐Tyszkiewicz, Matthew

“…Objective E‐therapy shows promise as a solution to the barriers that stand in the way of people receiving eating disorder (ED) treatment. Despite the potential…”
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schema: an open-source, distributed mobile platform for deploying mHealth research tools and interventions by Shatte, Adrian B R, Teague, Samantha J

“…Mobile applications for health, also known as 'mHealth apps', have experienced increasing popularity over the past ten years. However, most publicly available…”
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Usability Evaluation of a Cognitive-Behavioral App-Based Intervention for Binge Eating and Related Psychopathology: A Qualitative Study by Linardon, Jake, King, Teagan, Shatte, Adrian, Fuller-Tyszkiewicz, Matthew

“…Despite their promise as a scalable intervention modality for binge eating and related problems, reviews show that engagement of app-based interventions is…”
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Can intelligent agents improve data quality in online questiosnnaires? A pilot study by Söderström, Arne, Shatte, Adrian, Fuller-Tyszkiewicz, Matthew

“…We explored the utility of chatbots for improving data quality arising from collection via sonline surveys. Three-hundred Australian adults sampled via…”
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Exploring the Transition to Fatherhood: Feasibility Study Using Social Media and Machine Learning by Teague, Samantha J, Shatte, Adrian Br

“…Fathers' experiences across the transition to parenthood are underreported in the literature. Social media offers the potential to capture fathers' experiences…”
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Methods and Applications of Social Media Monitoring of Mental Health During Disasters: Scoping Review by Teague, Samantha J, Shatte, Adrian B R, Weller, Emmelyn, Fuller-Tyszkiewicz, Matthew, Hutchinson, Delyse M

“…With the increasing frequency and magnitude of disasters internationally, there is growing research and clinical interest in the application of social media…”
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From General Language Understanding to Noisy Text Comprehension by Kasthuriarachchy, Buddhika, Chetty, Madhu, Shatte, Adrian, Walls, Darren

“…Obtaining meaning-rich representations of social media inputs, such as Tweets (unstructured and noisy text), from general-purpose pre-trained language models…”
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“You are not alone”: A big data and qualitative analysis of men's unintended fatherhood by Smith, Imogene, Youssef, George J., Shatte, Adrian, Teague, Samantha J., Knight, Tess, Macdonald, Jacqui A.

“…Becoming a father is a profound change in a man's life that is not always planned or wanted. Little is known about the subjective experiences of men who become…”
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Informing mHealth and Web-Based Eating Disorder Interventions: Combining Lived Experience Perspectives With Design Thinking Approaches by Jarman, Hannah K, McLean, Siân A, Rodgers, Rachel, Fuller-Tyszkiewicz, Matthew, Paxton, Susan, O'Gorman, Beth, Harris, Emily, Shatte, Adrian, Bishop, Katie, Baumann, Tahlia, Mahoney, Danielle, Daugelat, Melissa-Claire, Yager, Zali

“…Background: App-based interventions designed to prevent and treat eating disorders have considerable potential to overcome known barriers to treatment seeking…”
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E-Mental Health Interventions for the Treatment and Prevention of Eating Disorders: An Updated Systematic Review and Meta-Analysis by Linardon, Jake, Shatte, Adrian, Messer, Mariel, Firth, Joseph, Fuller-Tyszkiewicz, Matthew

“…Objectives: E-mental health (digital) interventions can help overcome existing barriers that stand in the way of people receiving help for an eating disorder…”
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The role of pre-existing knowledge and knowledge acquisition in internet-based cognitive-behavioural therapy for eating disorders by Linardon, Jake, Broadbent, Jaclyn, Shatte, Adrian, Fuller-Tyszkiewicz, Matthew

“…Knowledge is a relevant concept in internet-based cognitive-behaviour therapy (I-CBT), yet little research has sought to understand the role of knowledge in…”
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Targeting dietary restraint to reduce binge eating: a randomised controlled trial of a blended internet- and smartphone app-based intervention by Linardon, Jake, Messer, Mariel, Shatte, Adrian, Skvarc, David, Rosato, John, Rathgen, April, Fuller-Tyszkiewicz, Matthew

“…Existing internet-based prevention and treatment programmes for binge eating are composed of multiple distinct modules that are designed to target a broad…”
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Filter feature selection based Boolean Modelling for Genetic Network Inference by Gamage, Hasini Nakulugamuwa, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer

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Combining kinetic orders for efficient S-System modelling of gene regulatory network by Gill, Jaskaran, Chetty, Madhu, Shatte, Adrian, Hallinan, Jennifer

“…S-System models, non-linear differential equation models, are widely used for reconstructing gene regulatory networks from temporal gene expression data. An…”
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Classification of Twitter users with eating disorder engagement: Learning from the biographies by Abuhassan, Mohammad, Anwar, Tarique, Fuller-Tyszkiewicz, Matthew, Jarman, Hannah K., Shatte, Adrian, Liu, Chengfei, Sukunesan, Suku

“…Individuals with an Eating Disorder (ED) are typically reluctant to seek help via traditional means (e.g., psychologists). However, recent evidence suggests…”
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Effects of Participant’s Choice of Different Digital Interventions on Outcomes for Binge-Spectrum Eating Disorders: A Pilot Doubly Randomized Preference Trial by Linardon, Jake, Shatte, Adrian, Messer, Mariel, McClure, Zoe, Fuller-Tyszkiewicz, Matthew

“…•The benefits of clients choosing between different treatment types are unclear.•Tested if choice is linked with better outcomes in digital…”
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