Longitudinal Modeling of Depression Shifts Using Speech and Language

Authors: Perez-Toro, Paula Andrea, Dineley, Judith, Kaczkowska, Agnieszka, Conde, Pauline, Zhang, Yuezhou, Matcham, Faith, Siddi, Sara, Haro, Josep Maria, Bruce, Stuart, Wykes, Til, Bailon, Raquel, Vairavan, Srinivasan, Dobson, Richard J.B., Maier, Andreas, Noth, Elmar, Orozco-Arroyave, Juan Rafael, Narayan, Vaibhav A., Cummins, Nicholas

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :12021-12025 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Assessment of heart rate circadianity alterations in patients with depression using a wearable device

Authors: Gracia, Sofia Perez, Siddi, Sara, Cummins, Nicholas, Vairavan, Srinivasan, Matcham, Faith, Haro, Josep Maria, Hotopf, Matthew, Lamers, Femke, Penninx, Brenda, Dobson, Richard, Narayan, Vaibhav, Bailon, Raquel, Yebra, Alba Martin

Source: 2024 13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) European Study Group on Cardiovascular Oscillations (ESGCO), 2024 13th Conference of the. :1-2 Oct, 2024

Relation: 2024 13th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)

Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study

Authors: Zhang, Yuezhou, Folarin, Amos A, Sun, Shaoxiong, Cummins, Nicholas, Bendayan, Rebecca, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Laiou, Petroula, Matcham, Faith, White, Katie M, Lamers, Femke, Siddi, Sara, Simblett, Sara, Myin-Germeys, Inez, Rintala, Aki, Wykes, Til, Haro, Josep Maria, Penninx, Brenda WJH, Narayan, Vaibhav A, Hotopf, Matthew, Dobson, Richard JB

Source: JMIR mHealth and uHealth, Vol 9, Iss 4, p e24604 (2021)

Subject Terms: Information technology, T58.5-58.64, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://mhealth.jmir.org/2021/4/e24604; https://doaj.org/toc/2291-5222

Access URL: https://doaj.org/article/59a951a328f245ffab3440386c7da5dd

Remote Measurement in Rheumatoid Arthritis: Qualitative Analysis of Patient Perspectives

Authors: White, Katie M, Ivan, Alina, Williams, Ruth, Galloway, James B, Norton, Sam, Matcham, Faith

Source: JMIR Formative Research, Vol 5, Iss 3, p e22473 (2021)

Subject Terms: Medicine

File Description: electronic resource

Relation: https://formative.jmir.org/2021/3/e22473; https://doaj.org/toc/2561-326X

Access URL: https://doaj.org/article/b6533ce194344316b5c1921a5c749bea

Using Smartphones and Wearable Devices to Monitor Behavioral Changes During COVID-19

Authors: Sun, Shaoxiong, Folarin, Amos A, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Cummins, Nicholas, Matcham, Faith, Dalla Costa, Gloria, Simblett, Sara, Leocani, Letizia, Lamers, Femke, Sørensen, Per Soelberg, Buron, Mathias, Zabalza, Ana, Guerrero Pérez, Ana Isabel, Penninx, Brenda WJH, Siddi, Sara, Haro, Josep Maria, Myin-Germeys, Inez, Rintala, Aki, Wykes, Til, Narayan, Vaibhav A, Comi, Giancarlo, Hotopf, Matthew, Dobson, Richard JB

Source: Journal of Medical Internet Research, Vol 22, Iss 9, p e19992 (2020)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://www.jmir.org/2020/9/e19992; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/36a55c438ea94a9b91c6a33ec171af2a

Patients’ Measurement Priorities for Remote Measurement Technologies to Aid Chronic Health Conditions: Qualitative Analysis

Authors: Simblett, Sara, Matcham, Faith, Curtis, Hannah, Greer, Ben, Polhemus, Ashley, Novák, Jan, Ferrao, Jose, Gamble, Peter, Hotopf, Matthew, Narayan, Vaibhav, Wykes, Til

Source: JMIR mHealth and uHealth, Vol 8, Iss 6, p e15086 (2020)

Subject Terms: Information technology, T58.5-58.64, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://mhealth.jmir.org/2020/6/e15086; https://doaj.org/toc/2291-5222

Access URL: https://doaj.org/article/47612a0606164e83b9ce2e2be3993193

A methodological framework and exemplar protocol for the collection and analysis of repeated speech samples

Authors: Cummins, Nicholas, White, Lauren L., Rahman, Zahia, Lucas, Catriona, Pan, Tian, Carr, Ewan, Matcham, Faith, Downs, Johnny, Dobson, Richard J., Quatieri, Thomas F., Dineley, Judith

Subject Terms: Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing, J.3

Access URL: http://arxiv.org/abs/2406.07497

Human-Centered Design Strategies for Device Selection in mHealth Programs: Development of a Novel Framework and Case Study

Authors: Polhemus, Ashley Marie, Novák, Jan, Ferrao, Jose, Simblett, Sara, Radaelli, Marta, Locatelli, Patrick, Matcham, Faith, Kerz, Maximilian, Weyer, Janice, Burke, Patrick, Huang, Vincy, Dockendorf, Marissa Fallon, Temesi, Gergely, Wykes, Til, Comi, Giancarlo, Myin-Germeys, Inez, Folarin, Amos, Dobson, Richard, Manyakov, Nikolay V, Narayan, Vaibhav A, Hotopf, Matthew

Source: JMIR mHealth and uHealth, Vol 8, Iss 5, p e16043 (2020)

Subject Terms: Information technology, T58.5-58.64, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://mhealth.jmir.org/2020/5/e16043; https://doaj.org/toc/2291-5222

Access URL: https://doaj.org/article/3676c693ffce4cb68321112d3e6991db

Deciphering seasonal depression variations and interplays between weather changes, physical activity, and depression severity in real-world settings: Learnings from RADAR-MDD longitudinal mobile health study

Authors: Zhang, Yuezhou, Folarin, Amos A., Ranjan, Yatharth, Cummins, Nicholas, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Sun, Shaoxiong, Vairavan, Srinivasan, Matcham, Faith, Oetzmann, Carolin, Siddi, Sara, Lamers, Femke, Simblett, Sara, Wykes, Til, Mohr, David C., Haro, Josep Maria, Penninx, Brenda W. J. H., Narayan, Vaibhav A., Hotopf, Matthew, Dobson, Richard J. B., Pratap, Abhishek, consortium, RADAR-CNS

Subject Terms: Statistics - Applications

Access URL: http://arxiv.org/abs/2404.11212

Barriers to and Facilitators of Engagement With mHealth Technology for Remote Measurement and Management of Depression: Qualitative Analysis

Authors: Simblett, Sara, Matcham, Faith, Siddi, Sara, Bulgari, Viola, Barattieri di San Pietro, Chiara, Hortas López, Jorge, Ferrão, José, Polhemus, Ashley, Haro, Josep Maria, de Girolamo, Giovanni, Gamble, Peter, Eriksson, Hans, Hotopf, Matthew, Wykes, Til

Source: JMIR mHealth and uHealth, Vol 7, Iss 1, p e11325 (2019)

Subject Terms: Information technology, T58.5-58.64, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: http://mhealth.jmir.org/2019/1/e11325/; https://doaj.org/toc/2291-5222

Access URL: https://doaj.org/article/8ed4ac2910d74ffeb883114a1644ae2f

Longitudinal Assessment of Seasonal Impacts and Depression Associations on Circadian Rhythm Using Multimodal Wearable Sensing

Authors: Zhang, Yuezhou, Folarin, Amos A, Sun, Shaoxiong, Cummins, Nicholas, Ranjan, Yatharth, Rashid, Zulqarnain, Stewart, Callum, Conde, Pauline, Sankesara, Heet, Laiou, Petroula, Matcham, Faith, White, Katie M, Oetzmann, Carolin, Lamers, Femke, Siddi, Sara, Simblett, Sara, Vairavan, Srinivasan, Myin-Germeys, Inez, Mohr, David C., Wykes, Til, Haro, Josep Maria, Annas, Peter, Penninx, Brenda WJH, Narayan, Vaibhav A, Hotopf, Matthew, Dobson, Richard JB, consortium, RADAR-CNS

Subject Terms: Statistics - Applications, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2312.02953

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

Authors: Zhang, Yuezhou, Folarin, Amos A, Dineley, Judith, Conde, Pauline, de Angel, Valeria, Sun, Shaoxiong, Ranjan, Yatharth, Rashid, Zulqarnain, Stewart, Callum, Laiou, Petroula, Sankesara, Heet, Qian, Linglong, Matcham, Faith, White, Katie M, Oetzmann, Carolin, Lamers, Femke, Siddi, Sara, Simblett, Sara, Schuller, Björn W., Vairavan, Srinivasan, Wykes, Til, Haro, Josep Maria, Penninx, Brenda WJH, Narayan, Vaibhav A, Hotopf, Matthew, Dobson, Richard JB, Cummins, Nicholas, consortium, RADAR-CNS

Subject Terms: Computer Science - Computation and Language, Computer Science - Computers and Society, Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2308.11773

Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech

Authors: Dineley, Judith, Carr, Ewan, Matcham, Faith, Downs, Johnny, Dobson, Richard, Quatieri, Thomas F, Cummins, Nicholas

Source: Proc. INTERSPEECH 2023, 2373-2377

Subject Terms: Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2305.12514

Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis

Authors: Sun, Shaoxiong, Folarin, Amos A., Zhang, Yuezhou, Cummins, Nicholas, Garcia-Dias, Rafael, Stewart, Callum, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Laiou, Petroula, Sankesara, Heet, Matcham, Faith, Leightley, Daniel, White, Katie M., Oetzmann, Carolin, Ivan, Alina, Lamers, Femke, Siddi, Sara, Simblett, Sara, Nica, Raluca, Rintala, Aki, Mohr, David C., Myin-Germeys, Inez, Wykes, Til, Haro, Josep Maria, Penninx, Brenda W. J. H., Vairavan, Srinivasan, Narayan, Vaibhav A., Annas, Peter, Hotopf, Matthew, Dobson, Richard J. B.

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2212.10540

Exploring the dynamic relationships between nocturnal heart rate, sleep disruptions, anxiety levels, and depression severity over time in recurrent major depressive disorder

Authors: Condominas, Elena ^{a, b}, Sanchez-Niubo, Albert ^{c, d}, Domènech-Abella, Joan ^{a, d}, Haro, Josep Maria ^{a, d, e}, Bailon, Raquel ^{f, g}, Giné-Vázquez, Iago ^{a, d}, Riquelme, Gemma ^a, Matcham, Faith ^{h, i}, Lamers, Femke ^{j, k}, Kontaxis, Spyridon ^f, Laporta, Estela ^f, Garcia, Esther ^{g, l}, Peñarrubia Maria, Maria Teresa ^m, White, Katie M. ^h, Oetzmann, Carolin ^h, Annas, Peter ⁿ, Hotopf, Matthew ^h, Penninx, Brenda W.J.H. ^{j, k}, Narayan, Vaibhav A. ^o, Folarin, Amos ^h, Leightley, Daniel ^p, Cummins, Nicholas ^h, Ranjan, Yathart ^h, de Girolamo, Giovanni ^q, Preti, Antonio ^r, Simblett, Sara ^h, Wykes, Til ^{h, s}, Myin-Germeys, Inez ^t, Dobson, Richard ^h, Siddi, Sara ^{a, d, e, ⁎}

Source: In Journal of Affective Disorders 1 May 2025 376:139-148

Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology

Authors: Campbell, Edward L., Dineley, Judith, Conde, Pauline, Matcham, Faith, Lamers, Femke, Siddi, Sara, Docio-Fernandez, Laura, Garcia-Mateo, Carmen, Cummins, Nicholas, Consortium, the RADAR-CNS

Subject Terms: Computer Science - Sound, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Audio and Speech Processing, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2206.01542

Associations between depression symptom severity and daily-life gait characteristics derived from long-term acceleration signals in real-world settings

Authors: Zhang, Yuezhou, Folarin, Amos A, Sun, Shaoxiong, Cummins, Nicholas, Vairavan, Srinivasan, Qian, Linglong, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Laiou, Petroula, Sankesara, Heet, Matcham, Faith, White, Katie M, Oetzmann, Carolin, Ivan, Alina, Lamers, Femke, Siddi, Sara, Simblett, Sara, Rintala, Aki, Mohr, David C, Myin-Germeys, Inez, Wykes, Til, Haro, Josep Maria, Penninx, Brenda WJH, Narayan, Vaibhav A, Annas, Peter, Hotopf, Matthew, Dobson, Richard JB, consortium, RADAR-CNS

Subject Terms: Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2201.12644

Exploring relationships between chewing difficulty, eating experience, pain, and well-being: A cross-sectional self-report study

Authors: McGrogan, Claire, Matcham, Faith, Dawes, Helen, Ang, Chee Siang, Cartner, Helen, Branley-Bell, Dawn

Source: In Clinical Nutrition Open Science October 2024 57:177-202

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model

Authors: Zhang, Yuezhou ^{a, ⁎}, Folarin, Amos A. ^{a, b, c, d}, Dineley, Judith ^{a, e}, Conde, Pauline ^a, de Angel, Valeria ^a, Sun, Shaoxiong ^{a, f}, Ranjan, Yatharth ^a, Rashid, Zulqarnain ^a, Stewart, Callum ^a, Laiou, Petroula ^a, Sankesara, Heet ^a, Qian, Linglong ^a, Matcham, Faith ^{a, g}, White, Katie ^a, Oetzmann, Carolin ^a, Lamers, Femke ^h, Siddi, Sara ⁱ, Simblett, Sara ^a, Schuller, Björn W. ^{e, j}, Vairavan, Srinivasan ^k, Wykes, Til ^{a, c}, Haro, Josep Maria ⁱ, Penninx, Brenda W.J.H. ^h, Narayan, Vaibhav A. ^{k, l}, Hotopf, Matthew ^{a, c}, Dobson, Richard J.B. ^{a, b, c, d, 1}, Cummins, Nicholas ^{a, ⁎, 1}

Source: In Journal of Affective Disorders 15 June 2024 355:40-49

Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study

Authors: Zhang, Yuezhou, Folarin, Amos A, Sun, Shaoxiong, Cummins, Nicholas, Ranjan, Yatharth, Rashid, Zulqarnain, Conde, Pauline, Stewart, Callum, Laiou, Petroula, Matcham, Faith, Oetzmann, Carolin, Lamers, Femke, Siddi, Sara, Simblett, Sara, Rintala, Aki, Mohr, David C, Myin-Germeys, Inez, Wykes, Til, Haro, Josep Maria, Pennix, Brenda WJH, Narayan, Vaibhav A, Annas, Peter, Hotopf, Matthew, Dobson, Richard JB

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2104.12407