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

Sociodemographic, Health and Lifestyle, Sampling, and Mental Health Determinants of 24-Hour Motor Activity Patterns: Observational Study

Authors: Difrancesco, Sonia, Riese, Harriëtte, Merikangas, Kathleen R, Shou, Haochang, Zipunnikov, Vadim, Antypa, Niki, van Hemert, Albert M, Schoevers, Robert A, Penninx, Brenda W J H, Lamers, Femke

Source: Journal of Medical Internet Research, Vol 23, Iss 2, p e20700 (2021)

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

File Description: electronic resource

Relation: http://www.jmir.org/2021/2/e20700/; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/a104c33a582347c4b5fe71bdd1018067

Screening for Depression in Daily Life: Development and External Validation of a Prediction Model Based on Actigraphy and Experience Sampling Method

Authors: Minaeva, Olga, Riese, Harriëtte, Lamers, Femke, Antypa, Niki, Wichers, Marieke, Booij, Sanne H

Source: Journal of Medical Internet Research, Vol 22, Iss 12, p e22634 (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/2020/12/e22634; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/69d9522fa79b4824a7280ad5e4ea3326

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

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

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

A hybrid data harmonization workflow using word embeddings for the interlinking of heterogeneous cross-domain clinical data structures

Authors: Pezoulas, Vasileios C., Sakellarios, Antonis, Kleber, Marcus, Bosch, Jos A., Van der Laan, Sander W., Lamers, Femke, Lehtimaki, Terho, Marz, Winfried, Fotiadis, Dimitrios I.

Source: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2021 IEEE EMBS International Conference on. :1-4 Jul, 2021

Relation: 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

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

Impact of cardiovascular risk factors on associations between state and trait indices of major depression disorder and objectively assessed physical activity, sleep and circadian rhythmicity within a population based cohort

Authors: Kang, Sun Jung ^a, Guo, Wei ^a, Zipunnikov, Vadim ^b, Glaus, Jennifer ^c, Lamers, Femke ^{d, i}, Strippoli, Marie-Pierre F. ^e, Marques-Vidal, Pedro ^f, Vaucher, Julien ^{f, g}, de La Harpe, Roxane ^f, Vollenweider, Peter ^f, Preisig, Martin ^e, Merikangas, Kathleen R. ^{a, b, ⁎}, Leroux, Andrew ^h

Source: In Journal of Affective Disorders 1 June 2025 378:360-372

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

Immuno-metabolic depression: from concept to implementation

Authors: Penninx, Brenda W.J.H. ^{a, ∗}, Lamers, Femke ^a, Jansen, Rick ^a, Berk, Michael ^b, Khandaker, Golam M. ^{c, d, e, f}, De Picker, Livia ^{g, h}, Milaneschi, Yuri ^a

Source: In The Lancet Regional Health - Europe January 2025 48

Running therapy or antidepressants as treatments for immunometabolic depression in patients with depressive and anxiety disorders: A secondary analysis of the MOTAR study

Authors: Vreijling, Sarah R. ^{a, b, ⁎}, Penninx, Brenda W.J.H. ^{a, b, c}, Verhoeven, Josine E. ^{a, b, d}, Teunissen, Charlotte E. ^e, Blujdea, Elena R. ^e, Beekman, Aartjan T.F. ^{a, b, c, d}, Lamers, Femke ^{a, b, 1}, Jansen, Rick ^{a, b, c, 1}

Source: In Brain Behavior and Immunity January 2025 123:876-883

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

Comparison of Patient Health Questionnaire-9, Edinburgh Postnatal Depression Scale and Hospital Anxiety and Depression – Depression subscale scores by administration mode: An individual participant data differential item functioning meta-analysis

Authors: Azar, Marleine, Bhandari, Parash Mani, Chiovitti, Matthew J., He, Chen, Imran, Mahrukh, Krishnan, Ankur, Negeri, Zelalem, Neupane, Dipika, Riehm, Kira E., Yan, Xin Wei, Kloda, Lorie A., Henry, Melissa, Ismail, Zahinoor, Loiselle, Carmen G., Mitchell, Nicholas D., Al-Adawi, Samir, Alvarado, Rubén, Amtmann, Dagmar, Arroll, Bruce, Ayalon, Liat, Baradaran, Hamid R., Barnes, Jacqueline, Beck, Kevin R., Beck, Cheryl Tatano, Bernstein, Charles N., Bindt, Carola, Bombardier, Charles H., Boye, Birgitte, Büel-Drabe, Natalie, Buji, Ryna Imma, Bunevicius, Adomas, Butterworth, Peter, Can, Ceyhun, Carter, Gregory, Chagas, Marcos H., Chan, Juliana C.N., Chan, Lai Fong, Chen, Chih-Ken, Chibanda, Dixon, Chorwe-Sungani, Genesis, Clover, Kerrie, Conroy, Ronán M., Conway, Aaron, Conwell, Yeates, Correa, Humberto, Couto, Thiago Castro e, Cukor, Daniel, Daray, Federico M., de Man-van Ginkel, Janneke M., De Souza, Jennifer, Downing, Marina G., Eapen, Valsamma, Fann, Jesse R., Favez, Nicolas, Felice, Ethel, Fellmeth, Gracia, Ferentinos, Panagiotis P., Fernandes, Michelle, Field, Sally, Figueiredo, Barbara, Fischer, Felix H., Fisher, Jane R.W., Flint, Alastair J., Fujimori, Maiko, Fung, Daniel S.S., Gallagher, Pamela, Gandy, Milena, Gelaye, Bizu, Gholizadeh, Leila, Gibson, Lorna J., Goodyear-Smith, Felicity, Grassi, Luigi, Green, Eric P., Greeno, Catherine G., Hall, Brian J., Hantsoo, Liisa, Haroz, Emily E., Härter, Martin, Hegerl, Ulrich, Helle, Nadine, Hernando, Asuncion, Hides, Leanne, Hobfoll, Stevan E., Honikman, Simone, Howard, Louise M., Hyphantis, Thomas, Iglesias-González, Maria, Inagaki, Masatoshi, Jenewein, Josef, Jeon, Hong Jin, Jetté, Nathalie, Julião, Miguel, Kettunen, Pirjo A., Khamseh, Mohammad E., Kiely, Kim M., Kim, Sung-Wan, Kjærgaard, Marie, Kohlhoff, Jane, Kohrt, Brandon A., König, Hans-Helmut, Kozinszky, Zoltán, Kwan, Yunxin, Lamers, Femke, Lara, María Asunción, Leonardou, Angeliki A., Levin-Aspenson, Holly F., Liu, Shen-Ing, Löbner, Margrit, Loosman, Wim L., Lotrakul, Manote, Loureiro, Sonia R., Love, Anthony W., Löwe, Bernd, Luitel, Nagendra P., Lund, Crick, Maes, Michael, Malt, Ulrik F., Marrie, Ruth Ann, Marsh, Laura, Martínez, Pablo, Marx, Brian P., Matsuoka, Yutaka, McGuire, Anthony, Mehnert, Anja, Michopoulos, Ioannis, Sidik, Sherina Mohd, Müller-Nordhorn, Jacqueline, Muramatsu, Kumiko, Radoš, Sandra Nakić, Navarrete, Laura, Nelson, Christian J., Ng, Chong Guan, Nishi, Daisuke, O'Donnell, Meaghan L., O'Rourke, Suzanne J., Osório, Flávia L., Pabst, Alexander, Pasco, Julie A., Pawlby, Susan J., Peceliuniene, Jurate, Pence, Brian W., Persoons, Philippe, Petersen, Inge, Picardi, Angelo, Ponsford, Jennie L., Pugh, Stephanie L., Pulido, Federico, Quinn, Terence J., Quispel, Chantal, Rathod, Sujit D., Reme, Silje E., Reuter, Katrin, Riedel-Heller, Steffi G., Rooney, Alasdair G., Santos, Iná S., Saracino, Rebecca M., Schellekens, Melanie P.J., Schwarzbold, Marcelo L., Cankorur, Vesile Senturk, Shaaban, Juwita, Sharp, Deborah J., Sharpe, Louise, Shinn, Eileen H., Sidebottom, Abbey, Simard, Sébastien, Singer, Susanne, Skalkidou, Alkistis, Smith-Nielsen, Johanne, Spangenberg, Lena, Stafford, Lesley, Stein, Alan, Stewart, Robert C., Strobel, Natalie A., Su, Kuan-Pin, Sultan, Serge, Sundström-Poromaa, Inger, Sung, Sharon C., Suzuki, Keiko, Tadinac, Meri, Tan, Pei Lin Lynnette, Tandon, S. Darius, Taylor-Rowan, Martin, Teixeira, Antonio L., Tendais, Iva, Tiringer, Istvan, Töreki, Annamária, Tran, Thach D., Trevillion, Kylee, Tschorn, Mira, Turner, Alyna, Væver, Mette S., van der Feltz-Cornelis, Christina M., van Heyningen, Thandi, Vega-Dienstmaier, Johann M., Wagner, Michael, Wagner, Lynne I., Wang, Liang-Jen, Wang, Jian Li, Watson, David, Weyerer, Siegfried B., White, Jennifer, Whooley, Mary A., Wiese, Birgitt, Williams, Lana J., Winkley, Kirsty, Wynter, Karen, Yamada, Mitsuhiko, Yonkers, Kimberly A., Zeng, Qing Zhi, Zhang, Yuying, Harel, Daphna, Wu, Yin, Levis, Brooke, Fan, Suiqiong, Sun, Ying, Xu, Mingyao, Rice, Danielle B., Boruff, Jill, Markham, Sarah, Ioannidis, John P.A., Takwoingi, Yemisi, Patten, Scott B., Ziegelstein, Roy C., Cuijpers, Pim, Gilbody, Simon, Vigod, Simone, Akena, Dickens, Benedetti, Andrea, Thombs, Brett D.

Source: In Journal of Affective Disorders 15 September 2024 361:674-683

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

The role of immuno-metabolic depression features in the effects of light therapy in patients with depression and type 2 diabetes mellitus: A randomized controlled trial

Authors: Vreijling, Sarah R., Neuhaus, Layla, Brouwer, Annelies, Penninx, Brenda W.J.H., Beekman, Aartjan T.F., Lamers, Femke, Jansen, Rick, Bremmer, Marijke

Source: In Journal of Psychosomatic Research June 2024 181

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