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Nicholas Cummins · Study
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Author
Nicholas Cummins
30 works
· latest 2025
· 5 institutions
cluster: provisional
ORCID 0000-0002-1178-917X
Works
30 shown
Technology matters: AI ‐driven tools in children's mental healthcare: perspectives from young people and parents
Child and Adolescent Mental Health
·
2025
·
7 authors
·
Open access
4
citations
Screening for Depression and Anxiety Using a Nonverbal Working Memory Task in a Sample of Older Brazilians: Observational Study of Preliminary Artificial Intelligence Model Transferability
JMIR Formative Research
·
2024
·
6 authors
·
Open access
4
citations
Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis
Journal of Medical Internet Research
·
2023
·
31 authors
·
Open access
41
citations
Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study
npj Digital Medicine
·
2023
·
29 authors
·
Open access
56
citations
The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement
JMIR Mental Health
·
2022
·
15 authors
·
Open access
25
citations
Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): Recruitment, retention, and data availability in a longitudinal remote measurement study
European Psychiatry
·
2022
·
35 authors
·
Open access
9
citations
Long-term Participant Retention and Engagement Patterns in an App and Wearable-based Multinational Remote Digital Depression Study
Research Square
·
2022
·
28 authors
·
preprint
·
Open access
4
citations
Predictors of engagement with remote sensing technologies for symptom measurement in Major Depressive Disorder
Journal of Affective Disorders
·
2022
·
34 authors
·
Open access
15
citations
Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): recruitment, retention, and data availability in a longitudinal remote measurement study
BMC Psychiatry
·
2022
·
34 authors
·
Open access
110
citations
Automatic Emotion Recognition in Children with Autism: A Systematic Literature Review
Sensors
·
2022
·
8 authors
·
review
·
Open access
79
citations
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder
Interspeech (USB)
·
2021
·
23 authors
·
other
·
Open access
10
citations
Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): Recruitment, retention, and data availability in a longitudinal remote measurement study.
Research Square
·
2021
·
33 authors
·
preprint
·
Open access
7
citations
Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study
JMIR mhealth and uhealth
·
2021
·
24 authors
·
Open access
68
citations
Combining a parallel 2D CNN with a self-attention Dilated Residual Network for CTC-based discrete speech emotion recognition
Neural Networks
·
2021
·
7 authors
·
Open access
105
citations
Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study
JMIR mhealth and uhealth
·
2021
·
23 authors
·
Open access
114
citations
Hybrid Network Feature Extraction for Depression Assessment from Speech
Interspeech (USB)
·
2020
·
7 authors
·
other
61
citations
Using Smartphones and Wearable Devices to Monitor Behavioral Changes During COVID-19
Journal of Medical Internet Research
·
2020
·
26 authors
·
Open access
253
citations
Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders
IEEE Journal of Selected Topics in Signal Processing
·
2019
·
8 authors
·
Open access
104
citations
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition
·
2019
·
17 authors
·
other
·
Open access
407
citations
Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition
Interspeech (USB)
·
2019
·
6 authors
·
other
78
citations
Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition
IEEE Access
·
2019
·
7 authors
·
Open access
140
citations
Emotional expression in psychiatric conditions: New technology for clinicians
Psychiatry and Clinical Neurosciences
·
2018
·
10 authors
·
review
·
Open access
78
citations
AVEC 2018 Workshop and Challenge
·
2018
·
14 authors
·
other
·
Open access
148
citations
AVEC 2017
·
2017
·
10 authors
·
other
·
Open access
332
citations
An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech
ACM International Conference on Multimedia (ACM MM)
·
2017
·
6 authors
·
other
·
Open access
157
citations
An Investigation of Annotation Delay Compensation and Output-Associative Fusion for Multimodal Continuous Emotion Prediction
International Workshop on Audio/Visual Emotion Challenge (AVEC)
·
2015
·
7 authors
·
other
69
citations
Analysis of acoustic space variability in speech affected by depression
Speech Communication
·
2015
·
5 authors
·
Open access
121
citations
A review of depression and suicide risk assessment using speech analysis
Speech Communication
·
2015
·
6 authors
1,007
citations
Diagnosis of depression by behavioural signals
·
2013
·
6 authors
·
other
·
Open access
139
citations
An investigation of depressed speech detection: features and normalization
Interspeech (USB)
·
2011
·
4 authors
·
other
188
citations