| 2023 | Surformer: an interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images
Z Wang, Q Gao, X Yi, X, Y Zhang, D Zhang, P, C Bain, R Bassed et al |
| 2023 | Targeting tumor heterogeneity: multiplex-detection-based multiple instance learning for whole slide image classification
J Song, Z Wang, Y Bi, T Pan, X Wang, C Bain, R Bassed et al |
| 2023 | The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT
N Heller, F Isensee, Y George et al |
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2023
| Retinal age gap as a predictive biomarker for mortality risk
Z Zhu, D Shi, P Guankai, Z Tan, X Shang, W Hu, H Liao, X Zhang et al
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2023
| COVID-19 Prevention Strategies for Victoria Students within Educational Facilities: An AI-Based Modelling Study
S Lyu, O Adegboye, K Adhinugraha, TI Emeto, D Taniar
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2023
| Monkeypox Outbreak Analysis: An Extensive Study Using Machine Learning Models and Time Series Analysis
I Priyadarshini, P Mohanty, R Kumar, D Taniar
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2022
| Modeling COVID-19 disease processes by remote elicitation of causal Bayesian networks from medical experts
S Mascaro, Y Wu, O Woodberry, EP Nyberg, R Pearson, JA Ramsay et al
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2022
| New concepts of pentapartitioned neutrosophic graphs and applications for determining safest paths and towns in response to COVID-19
SG Quek, G Selvachandran, D Ajay, P Chellamani, D Taniar, H Fujita, P Duong,
LH Son, NL Giang
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2022
| Predicting travel time within catchment area using Time Travel Voronoi Diagram (TTVD) and crowdsource map features
K Adhinugraha, D Taniar, T Phan, R Beare
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2022
| Speech and Language Practitioners’ Experiences of Commercially Available Voice-Assisted Technology: Web-Based Survey Study
P Kulkarni, O Duffy, J Synnott, WG Kernohan, R McNaney
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2022
| A Coarse-to-Fine 3D U-Net Network for Semantic Segmentation of Kidney CT Scans
Y George
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2022
| Multi-channel deep convolutional neural networks for multi-classifying thyroid disease
X Zhang, V Lee, J Rong, JC Lee, J Song, F Liu
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2022
| ASPIRER: a new computational approach for identifying non-classical secreted proteins based on deep learning
Xiaoyu Wang, Fuyi Li, Jing Xu, Jia Rong, Geoffrey I Webb, Zongyuan Ge, Jian Li,
Jiangning Song
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2022
| Multi-channel convolutional neural network architectures for thyroid cancer detection
X Zhang, VCS Lee, J Rong, F Liu, H Kong
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| 2022 | DEMoS: a deep learning-based ensemble approach for predicting the molecular subtypes of gastric adenocarcinomas from histopathological images
Y Wang, C Hu, T Kwok, CA Bain, X Xue, RB Gasser, GI Webb, et al |
| 2022 | iFeatureOmega: an integrative platform for engineering, visualization and analysis of features from molecular sequences, structural and ligand data sets
Z Chen, X Liu, P Zhao, C Li, Y Wang, F Li, T Akutsu, C Bain et al |
| 2021 | Dueling Deep Q-Network For Unsupervised Inter-Frame Eye Movement Correction In Optical Coherence Tomography Volumes
Y George, S Sedai, BJ Antony, H Ishikawa, G Wollstein, JS Schuman, R Garnavi |
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2021
| Technical challenges of applying artificial intelligence (AI) on psoriasis images for automated PASI assessment
Y George, J Nicolopoulos, C Dolianitis, M Vu, B Doolan, M Aldeen et al
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2021
| An Empirical Study on How Well Do COVID-19 Information Dashboards Service User Information Needs
X. Li, H. Wang, C. Chen, John C. Grundy
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2021
| linc2function: A deep learning model to identify and assign function to long noncoding RNA (lncRNA)
Y Ramakrishnaiah, L Kuhlmann, S Tyagi
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| 2021 | An Empirical Study on How Well Do COVID-19 Information Dashboards Service User Information Needs.
X Li, H Wang, C Chen, JC Grundy |
| 2021 | Automated segmentation of leukocyte from hematological images—a study using various CNN schemes.
Seifedine Kadry, Venkatesan Rajinikanth, David Taniar, Robertas Damaševičius, Xiomara Patricia Blanco Valencia |
| 2021 | Privacy Monitoring Service for Conversations.
Qiongkai Xu, Chenchen Xu, Lizhen Qu |
| 2021 | Towards optimising chronic kidney disease detection and management in primary care: Underlying theory and protocol for technology development using an Integrated Knowledge Translation approach.
Jo-Anne Manski-Nankervis, Karyn Alexander, Ruby Biezen, Julia Jones, Barbara Hunter, Jon Emery, Natalie Lumsden, Douglas Boyle, Jane Gunn, Rita McMorrow, Megan Prictor, Mark Taylor, Christine Hallinan, Patty Chondros, Edward Janus, Jennifer McIntosh, Craig Nelson |
| 2021 | Delayed or failure to follow-up abnormal breast cancer screening mammograms in primary care: a systematic review.
JC Reece, EFG Neal, P Nguyen, JG McIntosh, JD Emery |
| 2021 | Research with a Solidarity Clinic: Design Implications for CSCW Healthcare Service Design.
Vasilis Vlachokyriakos, Clara Crivellaro, Hara Kouki, Christos Giovanopoulos, Patrick Olivier |
| 2021 | Predicting Postpartum Haemorrhage: A systematic review of prognostic models.
B Carr, M Jahangirifar, A Nicholson, B Mol, W Li, S Licqurish |
| 2021 | An autonomous hand hygiene tracking sensor system for prevention of hospital associated infections.
F Wu, T Wu, DC Zarate, R Morfuni, B Kerley, J Hinds, D Taniar et al |
| 2021 | Diagnosis of COVID-19 Infection Using Three-Dimensional Semantic Segmentation and Classification of Computed Tomography Images.
J Amin, M Sharif, MA Anjum, Y Nam, S Kadry, D Taniar |
| 2021 | De novo design of potent and resilient hACE2 decoys to neutralize SARS-CoV-2.
J Amin, M Sharif, MA Anjum, Y Nam, S Kadry, D Taniar |
| 2021 | Where do low risk women live relative to maternity services across Victoria? Expanding access to public homebirth models across Victoria.
R Sharlov, D Taniar, T Phan, R Beare, V Srikanth, H Ma, T Farrell, C White et al |
| 2021 | Extraction of Abnormal Skin Lesion from Dermoscopy Image using VGG-SegNet.
S Kadry, D Taniar, R Damaševičius, V Rajinikanth, IA Lawal |
| 2021 | Breast-Cancer Detection using Thermal Images with Marine-Predators-Algorithm Selected Features.
V Rajinikanth, S Kadry, D Taniar, R Damaševičius, HT Rauf |
| 2021 | Retinal Vessel Segmentation with Slime-Mould-Optimization based Multi-Scale-Matched-Filter.
S Kadry, V Rajinikanth, R Damaševičius, D Taniar |
| 2021 | Extraction of Tumour in Breast MRI using Joint Thresholding and Segmentation–A Study.
S Kadry, R Damaševičius, D Taniar, V Rajinikanth, IA Lawal |
| 2021 | Machine-Learning-Scheme to Detect Choroidal-Neovascularization in Retinal OCT Image.
V Rajinikanth, S Kadry, R Damaševičius, D Taniar, HT Rauf |
| 2021 | k-Level Contact Tracing Using Mesh Block-Based Trajectories for Infectious Diseases.
K Adhinugraha, W Rahayu, D Taniar |
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2021 | HEAL: an automated deep learning framework for cancer histopathology image analysis
Y Wang, N Coudray, Y Zhao, F Li, C Hu, YZ Zhang, S Imoto, A Tsirigos, G Webb et al
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2021
| OCTID: a one-class learning-based Python package for tumor image detection
Y Wang, L Yang, GI Webb, Z Ge, J Song
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2021
| iLearnPlus: a comprehensive and automated machine-learning platform for nucleic acid and protein sequence analysis, prediction and visualization
Z Chen, P Zhao, C Li, F Li, D Xiang, YZ Chen, T Akutsu, RJ Daly, GI Webb et al
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2021 | Bridging the gaps in test interpretation of SARS-CoV-2 through Bayesian network modelling
Y Wu, D Foley, J Ramsay, O Woodberry, S Mascaro, AE Nicholson et al
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| 2020 | Mining social media data to investigate patient perceptions regarding DMARD pharmacotherapy for rheumatoid arthritis.
C Sharma, S Whittle, PD Haghighi, F Burstein, R Sa'Adon, HI Keen |
| 2020 | Adverse Drug Reaction Detection in Twitter Using RoBERTa and Rules.
S Khademi, P Delirhaghighi, F Burstein |
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2020
| Predicting the causative pathogen among children with osteomyelitis using Bayesian networks–improving antibiotic selection in clinical practice
Y Wu, C McLeod, C Blyth, A Bowen, A Martin, A Nicholson, S Mascaro et al
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2020
| Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences
Z Chen, P Zhao, F Li, Y Wang, AI Smith, GI Webb, T Akutsu, A Baggag et al
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2020
| Multi-objective semi-supervised clustering to identify health service patterns for injured patients
H Akbarzadeh Khorshidi, U Aickelin, G Haffari, B Hassani-Mahmooei
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2020
| An interpretable algorithm on post-injury health service utilization patterns to predict injury outcomes
H Akbarzadeh Khorshidi, B Hassani-Mahmooei, G Haffari
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2020
| MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models
T Nguyen-Duc, H Zhao, J Cai, D Phung
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2020
| Public perceptions and attitudes toward COVID-19 nonpharmaceutical interventions across six countries: a topic modeling analysis of twitter data
C Doogan, W Buntine, H Linger, S Brunt
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2020
| Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices
T Nguyen, M Larsen, B O'Dea, H Nguyen, D Nguyen, J Yearwood, D Phung, S Venkatesh & H Christensen.
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2020
| An evaluation of the effectiveness and acceptability of a new technology system to support psychotherapy helping skills training
D Murphy, F Liao, P Slovak, LM Holle, D Jackson, P Olivier and G Fitzpatrick.
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2020
| There is a very distinct need for education’ among people with rotator cuff tendinopathy: An exploration of health professionals' attitudes
J White, S Auliffe, M Jepson, F Burstein, R Hopman, D Morrissey, T Haines, P Malliaras.
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2020
| PRISMOID: a comprehensive 3D structure database for post-translational modifications and mutations with functional impact
F Li, C Fan, TT Marquez-Lago, J Revote, C Jia, Y Zhu, AI Smith, GI Webb et al.
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2020
| Procleave: Predicting Protease-specific Substrate Cleavage Sites by Combining Sequence and Structural Information
F Li, A Leier, Q Liu, T Akutsu, GI Webb, AI Smith et al.
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2020
| DeepCleave: a deep learning predictor for caspase and matrix metalloprotease substrates and cleavage sites
F Li, J Chen, A Leier, T Marquez-Lago, Q Liu, Y Wang, AI Smith, GI Webb et al.
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2020
| iLearn: an integrated platform and meta-learner for feature engineering, machine-learning analysis and modeling of DNA, RNA and protein sequence data
Z Chen, P Zhao, F Li, TT Marquez-Lago, A Leier, J Revote, GI Webb et al.
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2020
| PROSPECT: A web server for predicting protein histidine phosphorylation sites
Z Chen, P Zhao, F Li, A Leier, TT Marquez-Lago, GI Webb, A Baggag et al.
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2020
| Comparing Real-Time Feedback Modalities to Support Optimal Cardiopulmonary Resuscitation for Undergraduate Nursing Students: A Quasi-Experimental Cross-Over Simulation Study
F Dick-Smith, D Elliott, R Martinez-Maldonado, T Power.
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2020
| Deep learning for pollen allergy surveillance from twitter in Australia
J Rong, S Michalska, S Subramani, J Du, H Wang.
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2020
| ReFind: design, lived experience and ongoingness in bereavement
J Wallace, K Montague, T Duncan, LP Carvalho, N Koulidou, J Mahoney. P Olivier et al.
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2020
| Mobile technology use in a multidisciplinary healthcare team - factors and challenges
P Spink, F Burstein
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2019
| Twenty years of bioinformatics research for protease-specific substrate and cleavage site prediction: a comprehensive revisit and benchmarking of existing methods
F Li, Y Wang, C Li, TT Marquez-Lago, A Leier, ND Rawlings, G Haffari et al
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2019
| Multi-objective semi-supervised clustering to identify health service patterns for injured patients
HA Khorshidi, U Aickelin, G Haffari, B Hassani-Mahmooei
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2019
| Developing technology to enhance learning interpersonal skills in counsellor education
David Murphy, Petr Slovak, Anja Thieme, Dan Jackson, Patrick Olivier and Geraldine Fitzpatrick
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2019
| Learning 3D Human Body Embedding
B Jiang, J Zhang, J Cai, J Zheng
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2019
| Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention
Q Tao, Z Ge, J Cai, J Yin, S See.
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2019
| Healthcare 4.0: A review of frontiers in digital health
PP Jayaraman, ARM Forkan, A Morshed, P Delir Haghighi and YB Kang.
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2019
| Mining Social Media Data to Investigate Patient Perceptions Regarding DMARD Pharmacotherapy for Rheumatoid Arthritis
C Sharma, S Whittle, PD Haghighi, F Burstein, R Sa'adon, H Keen
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2019
| Improving multi-label chest X-ray disease diagnosis by exploiting disease and health labels dependencies
Z Ge, D Mahapatra, X Chang, Z Chen, L Chi, H Lu
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2019
| Topic modelling for identification of vaccine reactions in Twitter
Sedigheh Khademi, Pari Delir Haghighi
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2019
| Novel methods of incorporating time in longitudinal multivariate analysis reveals hidden associations with disease activity in systemic lupus erythematosus
HT Nim, K Connelly, FB Vincent, F Petitjean, A Hoi, R Koelmeyer, S Boyd et al
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2019
| Automatic alignment of surgical videos using kinematic data
HI Fawaz, G Forestier, J Weber, F Petitjean, L Idoumghar, PA Muller
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2019
| Routine Clinical Pathology Measurements Are Predictive of the Risk of Organ Damage Accrual in SLE
E Morand, K Zhang, S Boyd, F Petitjean, A Hoi, R Koelmeyer, H Nim.
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2019
| With open science gaining traction, do we need an Australasia PubMed Central (PMC)? a qualitative investigation
LM Kruesi, F Burstein and KJ Tanner.
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2019
| 3D Unet-based Kidney and Kidney Tumour Segmentation with Attentive Feature Learning
Q Tao, Z Wu, I Cheong, J Yang, Z Ge, G Lin, J Cai
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2019
| A Graph-Based Hierarchical Attention Model for Movement Intention Detection from EEG Signals
D Zhang, L Yao, K Chen, S Wang, PD Haghighi, C Sullivan.
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2019
| An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals
J Lin, S Pan, CS Lee, S Oviatt
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2019
| Detecting Suicidal Ideation with Data Protection in Online Communities
S Ji, G Long, S Pan, T Zhu, J Jiang, S Wang
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2019
| Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition
D Zhang, L Yao, K Chen, S Wang, X Chang, Y Liu
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2019
| Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications
S Ji, S Pan, X Li, E Cambria, G Long, Z Huang
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2019
| Relationship between Device Performance, Trust and User Behaviour in a Care-taking Scenario
A Partovi, I Zukerman, K Zhan, N Hamacher, J Hohwy.
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2019
| Advancing scholarly publishing through open access biomedical repositories: a knowledge management perspective
L Kruesi, K Tanner and F Burstein.
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2018
| HetFHMM: A Novel Approach to Infer Tumor Heterogeneity Using Factorial Hidden Markov Models
MS Rahman, AE Nicholson, G Haffari.
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2018
| A Comparative Study of Critical Success Factors for General and Healthcare Business Intelligence Systems
Q Nguyen, R Meredith, F Burstein
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2018
| Surgical motion analysis using discriminative interpretable patterns
G Forestier, F Petitjean, P Senin, F Despinoy, A Huaulmé, HI Fawaz
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2018
| FRI0359 Routine clinical pathology measurements are associated with risk of organ damage accrual in SLE
K Zhang, S Boyd, F Petitjean, A Hoi, R Koelmeyer, E Morand, H Nim
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2018
| SAT0033 Time-dependent relationships between biological parameters and disease activity in systemic lupus erythematosus
K Connelly, H Nim, F Vincent, F Petitjean, A Hoi, R Kohlmeyer, S Boyd,
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2018
| AB0570 Association between sledai-2k domains and organ damage accrual
K Zhang, S Boyd, F Petitjean, A Hoi, R Koelmeyer, E Morand, H Nim
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2018
| Surgical skills: Can learning curves be computed from recordings of surgical activities?
G Forestier, L Riffaud, F Petitjean, PL Henaux, P Jannin
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2018
| LTARM: A novel temporal association rule mining method to understand toxicities in a routine cancer treatment
D Nguyen, W Luo, D Phung, S Venkatesh
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2018
| Mental Fatigue Monitoring using Brain Dynamics Preferences
Y Pan, AK Singh, IW Tsang, C Lin
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2018
| Supervised learning for suicidal ideation detection in online user content
S Ji, CP Yu, S Fung, S Pan, G Long
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2018
| Automated diagnosis of pathological brain using fast curvelet entropy features
DR Nayak, R Dash, X Chang, B Majhi, S Bakshi
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2018
| Jointly predicting affective and mental health scores using deep neural networks of visual cues on the web
H Nguyen, V Nguyen, T Nguyen, ME Larsen, B O’Dea, DT Nguyen, T Le et al
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2017
| The importance of reliable information sources for prospective medical travellers
J Fisher, A Petersen & F Burstein.
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2017
| Genome‐wide measures of peripheral blood DNA methylation and prostate cancer risk in a prospective nested case‐control study
LM FitzGerald, H Naeem, E Makalic, DF Schmidt, JG Dowty et al
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2017
| A framework for mixed-type multioutcome prediction with applications in healthcare
B Saha, S Gupta, D Phung, S Venkatesh
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2017
| Prediction of population health indices from social media using kernel-based textual and temporal features
T Nguyen, DT Nguyen, ME Larsen, B O'Dea, J Yearwood, D Phung et al
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2017
| Estimation of the prevalence of adverse drug reactions from social media
T Nguyen, ME Larsen, B O’Dea, D Phung, S Venkatesh, H Christensen
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2017
| Finding discriminative and interpretable patterns in sequences of surgical activities
G Forestier, F Petitjean, P Senin, L Riffaud, PL Henaux, P Jannin
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2017
| Automatic matching of surgeries to predict surgeons’ next actions
G Forestier, F Petitjean, L Riffaud, P Jannin
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2017
| Investigating subjective experience and the influence of weather among individuals with fibromyalgia: A content analysis of twitter
Pari Delir Haghighi, Yong-Bin Kang, Rachelle Buchbinder, Frada Burstein, Samuel Whittle
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2017
| Latent sentiment topic modelling and nonparametric discovery of online mental health-related communities
B Dao, T Nguyen, S Venkatesh, D Phung
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2017
| Estimating support scores of autism communities in large-scale web information systems
N Thin, N Hung, S Venkatesh, D Phung.
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2017
| Data mining of intervention for children with autism spectrum disorder
P Vellanki, T Duong, D Phung, S Venkatesh
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2017
| Using linguistic and topic analysis to classify sub-groups of online depression communities
T Nguyen, B O’Dea, M Larsen, D Phung, S Venkatesh, H Christensen.
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2017
| Nonparametric discovery and analysis of learning patterns and autism subgroups from therapeutic data
P Vellanki, T Duong, S Gupta, S Venkatesh, D Phung.
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2017
| Impact of attention training on academic achievement, executive functioning, and behavior: A randomized controlled trial
H Kirk, K Gray, K Ellis, J Taffe, K Cornish
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2017
| A Game for Eliciting Trust between People and Devices under Diverse Performance Conditions
I Zukerman, A Partovi, K Zhan, N Hamacher, J Stout, M Moshtaghi.
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2017
| Context aware data synchronisation during emergencies
A Hassani, P Delir Haghighi, F Burstein & S Davey.
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2017
| BioVis Explorer: A visual guide for biological data visualization techniques
Andreas Kerren, Kostiantyn Kucher, Yuan-Fang Li, Falk Schreiber |
