Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications | Paper Citation Record

Observation e620a48b-e30a-4d63-b9c3-2ffe3bd98670 · outbound

This paper cites Sensing Technologies for Monitoring Serious Mental Illnesses.IEEE MultiMedia2018,25, 61–75.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Sensing Technologies for Monitoring Serious Mental Illnesses.IEEE MultiMedia2018,25, 61–75

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Observation ae589e2f-8920-4cd6-8c5d-a7d8826f424d · outbound

This paper cites an unresolved cited work.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Unresolved cited work

Reference 2

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Observation 26757f7e-603b-4e47-a655-ce48fb654d53 · outbound

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Unresolved cited work

Reference 3

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Observation 39146d5b-925d-437c-8ab4-e400b840aef8 · outbound

This paper cites https://doi.org/10.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications https://doi.org/10

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Observation 25d0b632-c8c5-4b8c-bb7b-b68a20b5c2cb · outbound

This paper cites The Electrodermal System.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications The Electrodermal System

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Observation 5394c884-835a-449c-bd6f-2fc1949fe8c6 · outbound

This paper cites Is Mediation of Sweating Cholinergic, Adrenergic, or Both? A Comment on the Literature.Psychophysiology1987,24.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Is Mediation of Sweating Cholinergic, Adrenergic, or Both? A Comment on the Literature.Psychophysiology1987,24

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Observation 198a2fed-d1a1-4071-8bfc-f01df0233f73 · outbound

This paper cites Electro- dermal Activity for Measuring Cognitive and Emotional Stress Level.Journal of Medical Signals & Sensors2022,12, 155–162.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Electro- dermal Activity for Measuring Cognitive and Emotional Stress Level.Journal of Medical Signals & Sensors2022,12, 155–162

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Observation c728378c-34a9-498c-a1e7-b8c42c369510 · outbound

This paper cites Elec- trodermal Activity as a Measure of Cognitive Load: A Methodological Approach.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Elec- trodermal Activity as a Measure of Cognitive Load: A Methodological Approach

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Observation 6ea9642d-c2e8-4741-b473-401657497497 · outbound

This paper cites https://doi.org/10.1007/978-3-319-46705-4.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications https://doi.org/10.1007/978-3-319-46705-4

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Source-reported events for the cited work

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Observation 4bfc3f95-098f-4951-a3ea-76076b5f2864 · outbound

This paper cites Monitoring Device, 2024.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Monitoring Device, 2024

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Observation 16321004-cd86-426c-993e-fadb02c4234a · outbound

This paper cites E4: Wearable Physiological Sensing Platform, 2024.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications E4: Wearable Physiological Sensing Platform, 2024

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Observation bf7f3fc9-4e82-4167-9fd4-b8e9be9303e8 · outbound

This paper cites Shimmer3 GSR Unit, 2024.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Shimmer3 GSR Unit, 2024

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Observation 9c5d6cd1-e2d7-43af-8b4c-f3634d49b877 · outbound

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Unresolved cited work

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Observation 2f88f609-142c-43d0-8b89-9772d4cb4cb6 · outbound

This paper cites Wearable Emotion Recognition System based on GSR and PPG Signals.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Wearable Emotion Recognition System based on GSR and PPG Signals

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This paper cites Randomized controlled study of a digital data driven intervention for depressive and generalized anxiety symptoms.npj Digital Medicine2025, 8, 113.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Randomized controlled study of a digital data driven intervention for depressive and generalized anxiety symptoms.npj Digital Medicine2025, 8, 113

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7bad488-9c66-4eb8-b229-5fd7610ad899 · outbound

This paper cites Machine learning-enabled detection of attention-deficit/hyperactivity disorder with multimodal physiological data: a case-control study.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Machine learning-enabled detection of attention-deficit/hyperactivity disorder with multimodal physiological data: a case-control study

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Observation 080058cd-ecdb-4d32-9421-9e3ec9515d8e · outbound

This paper cites Assessment of Resilience of the Hellenic Navy Seals by Electrodermal Activity during Cognitive Tasks.International Journal of Environmental Research and Public Health2021,18.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Assessment of Resilience of the Hellenic Navy Seals by Electrodermal Activity during Cognitive Tasks.International Journal of Environmental Research and Public Health2021,18

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This paper cites Does Wearable-Measured Heart Rate Variability During Sleep Predict Perceived Morning Mental and Physical Fitness?Applied Psychophysiology and Biofeedback2023,48, 247–257.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Does Wearable-Measured Heart Rate Variability During Sleep Predict Perceived Morning Mental and Physical Fitness?Applied Psychophysiology and Biofeedback2023,48, 247–257

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This paper cites Physical and mental health in adolescence: novel insights from a transdiagnostic examination of FitBit data in the ABCD study.Translational Psychiatry 2024,14, 75.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Physical and mental health in adolescence: novel insights from a transdiagnostic examination of FitBit data in the ABCD study.Translational Psychiatry 2024,14, 75

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This paper cites A wearable sensor for unobtrusive, long-term assessment of electrodermal activity.IEEE Transactions on Biomedical Engineering2010,57, 1243–1252.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications A wearable sensor for unobtrusive, long-term assessment of electrodermal activity.IEEE Transactions on Biomedical Engineering2010,57, 1243–1252

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Model-based analysis of skin conductance responses: Towards causal models in psychophysiology.Psychophysiology2013,50

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Decomposition of Skin Conductance Data by Means of Nonnegative Deconvolution.Psychophysiology2010,47

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications A Continuous Measure of Phasic Electrodermal Activity.Journal of Neuroscience Methods2010,190

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Separating individual skin conductance re- sponses in a short interstimulus-interval paradigm.Journal of Neuroscience Methods2005,146

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications cvxEDA: A Convex Optimization Approach to Electrodermal Activity Processing.IEEE Trans Biomed Eng2016,63

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Feature Extraction of Galvanic Skin Re- sponses by Nonnegative Sparse Deconvolution.IEEE Journal of Biomedical and Health Informatics 2018,22

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Skin Conductance as a Viable Alternative for Closing the Deep Brain Stimulation Loop in Neuropsychiatric Disorders.Frontiers in Neuroscience 2019,13

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals.IEEE Transactions on Signal Processing2008,56

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications A Compressed Sensing Based Decomposition of Electrodermal Activity Signals.IEEE Trans Biomed Eng2017,64

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Long short-term memory.Neural computation1997,9, 1735–1780

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Recurrent Neural Networks for Time Series Forecast- ing: Current status and future directions.International Journal of Forecasting2021,37, 388–427

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Conditional Time Series Forecasting with Convolutional Neural Networks

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Multiple convolutional neural networks for multivariate time series prediction.Neurocomputing2019,367, 189–197

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Attention is all you need

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications BERT: Pre-training of deep bidirectional transform- ers for language understanding

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Informer: Beyond effi- cient transformer for long sequence time-series forecasting

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Reformer: The Efficient Transformer

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Autoformer: Decomposition Transformers with Auto-correlation for Long-Term Series Forecasting

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Autonomic Nervous System Activity in Emotion: A Review.Biological Psychology 2010,84

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Feature Extraction for Psychophysiologi- cal Load Assessment in Unconstrained Scenarios

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Feasibility, engagement, and preliminary clinical outcomes of a digital biodata- driven intervention for anxiety and depression.Frontiers in Digital Health2022,4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications A Digital Mental Health Support Program for Depression and Anxiety in Populations With Attention-Deficit/Hyperactivity Disorder: Feasibility and Usability Study.JMIR Form Res.2023

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Resolution: malformed identifier; doi_truncated, observed 2026-08-07T10:51:51.337599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Autoformer: Decomposition Transformers with Auto- Correlation for Long-Term Series Forecasting

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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This paper cites Integrating wearable sensor data and self-reported diaries for personalized affect forecasting.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Integrating wearable sensor data and self-reported diaries for personalized affect forecasting

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Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications The Role of Machine Learning in AR/VR-Based Cognitive Therapies: A Systematic Review for Mental Health Disorders.Electronics2025,14

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Source-reported events for the cited work

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Observation 576cb5ae-d735-4e2e-8ad8-7b7f4a4b509b · outbound

This paper cites an unresolved cited work.

Transformer-Based Decomposition of Electrodermal Activity for Real-World Mental Health Applications Unresolved cited work

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