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

NPJ digital medicine, 2019-09, Vol.2 (1), p.88-88, Article 88

2019

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Bayesian Optimization for Adaptive Experimental Design: A Review

IEEE access, 2020, Vol.8, p.13937-13948

2020

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Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Journal of medical Internet research, 2016-12, Vol.18 (12), p.e323-e323

2016

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Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.1705-1714

2019

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Hierarchical Conditional Relation Networks for Multimodal Video Question Answering

International journal of computer vision, 2021-11, Vol.129 (11), p.3027-3050

2021

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Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Journal of medical Internet research, 2016-12, Vol.18 (12), p.e323

2016

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

PloS one, 2018-03, Vol.13 (3), p.e0193691-e0193691

2018

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Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.11988-11996

2019

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

BMC genomics, 2020-07, Vol.21 (Suppl 4), p.256-256, Article 256

2020

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Affective and Content Analysis of Online Depression Communities

IEEE transactions on affective computing, 2014-07, Vol.5 (3), p.217-226

2014

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Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression

Pattern recognition, 2007-08, Vol.40 (8), p.2154-2162

2007

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Rapid Bayesian optimisation for synthesis of short polymer fiber materials

Scientific reports, 2017-07, Vol.7 (1), p.5683-10, Article 5683

2017

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Efficient Algorithms for Robust Recovery of Images From Compressed Data

IEEE transactions on image processing, 2013-12, Vol.22 (12), p.4724-4737

2013

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

PloS one, 2021-05, Vol.16 (5), p.e0251787-e0251787

2021

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Efficient duration and hierarchical modeling for human activity recognition

Artificial intelligence, 2009-05, Vol.173 (7), p.830-856

2009

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

BMC medical genomics, 2020-02, Vol.13 (Suppl 3), p.20-20, Article 20

2020

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Precision psychiatry with immunological and cognitive biomarkers: a multi-domain prediction for the diagnosis of bipolar disorder or schizophrenia using machine learning

Translational psychiatry, 2020-05, Vol.10 (1), p.162-162, Article 162

2020

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Effect of Mood, Social Connectivity and Age in Online Depression Community via Topic and Linguistic Analysis

Web Information Systems Engineering – WISE 2014, p.398-407

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

Frontiers in physiology, 2017-09, Vol.8, p.720-720

2017

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Identification of predictors and model for predicting prolonged length of stay in dengue patients

Health care management science, 2021-12, Vol.24 (4), p.786-798

2021

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Graph Memory Networks for Molecular Activity Prediction

2018 24th International Conference on Pattern Recognition (ICPR), 2018, p.639-644

2018

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A bayesian optimisation methodology for the inverse derivation of viscoplasticity model constants in high strain-rate simulations

Defence technology, 2022-09, Vol.18 (9), p.1563-1577

2022

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Geolocated Twitter-based population mobility in Victoria, Australia, during the staged COVID-19 restrictions

Critical care and resuscitation, 2020-12, Vol.22 (4), p.293-294

2020

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Passive sensing data predicts stress in university students: a supervised machine learning method for digital phenotyping

Frontiers in psychiatry, 2024-08, Vol.15, p.1422027

2024

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

Frontiers in genetics, 2019-07, Vol.10, p.599-599

2019

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

Bayesian Optimization for Adaptive Experimental Design: A Review

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

Hierarchical Conditional Relation Networks for Multimodal Video Question Answering

Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

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

Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos

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

Affective and Content Analysis of Online Depression Communities

Fast cross-validation algorithms for least squares support vector machine and kernel ridge regression

Rapid Bayesian optimisation for synthesis of short polymer fiber materials

Efficient Algorithms for Robust Recovery of Images From Compressed Data

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

Efficient duration and hierarchical modeling for human activity recognition

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

Precision psychiatry with immunological and cognitive biomarkers: a multi-domain prediction for the diagnosis of bipolar disorder or schizophrenia using machine learning

Effect of Mood, Social Connectivity and Age in Online Depression Community via Topic and Linguistic Analysis

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

Identification of predictors and model for predicting prolonged length of stay in dengue patients

Graph Memory Networks for Molecular Activity Prediction

A bayesian optimisation methodology for the inverse derivation of viscoplasticity model constants in high strain-rate simulations

Geolocated Twitter-based population mobility in Victoria, Australia, during the staged COVID-19 restrictions

Passive sensing data predicts stress in university students: a supervised machine learning method for digital phenotyping

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

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