Blunted Autonomic Reactivity to Mental Stress in Depression Quantified by Nonlinear Cardiorespiratory Coupling Indices. - Spyridon Kontaxis; Pablo Laguna; Esther García; Mar Posadas-de Miguel; Sara Siddi; Maria Luisa Bernal; Josep Maria Haro; Jordi Aguiló; Concepción de la Cámara; Raquel Bailón; Eduardo Gil (CinC, 2020)

Analysis of Prosodic Features During Cognitive Load in Patients with Depression. - Carmen Martínez; Spyridon Kontaxis; Mar Posadas-de Miguel; Esther García; Sara Siddi; Jordi Aguiló; Josep Maria Haro; Concepción de la Cámara; Raquel Bailón; Alfonso Ortega 001 (IWSDS, 2020)

Using smartphones and wearable devices to monitor behavioural changes during COVID-19. - Shaoxiong Sun; Amos Folarin; Yatharth Ranjan; Zulqarnain Rashid; Pauline Conde; Nicholas Cummins; Faith Matcham; Gloria Dalla Costa; Letizia Leocani; Per Soelberg Sørensen; Mathias Buron; Ana Isabel Guerrero; et al. (CoRR, 2020)

Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder. - Judith Dineley; Grace Lavelle; Daniel Leightley; Faith Matcham; Sara Siddi; Maria Teresa Peñarrubia-María; Katie M. White; Alina Ivan; Carolin Oetzmann; Sara Simblett; Erin Dawe-Lane; Stuart Bruce; et al. (Interspeech, 2021)

Enhancing the Human Health Status Prediction: The ATHLOS Project. - Panagiotis Anagnostou; Sotiris K. Tasoulis; Aristidis G. Vrahatis; Spiros V. Georgakopoulos; Matthew Prina; José Luis Ayuso-Mateos; Joachim Bickenbach; I. Bayes-Marin; Francisco Félix Caballero; Laia Egea-Cortés; Esther García-Esquinas; Matilde Leonardi; et al. (Appl. Artif. Intell., 2021)

Remote smartphone-based speech collection: acceptance and barriers in individuals with major depressive disorder. - Judith Dineley; Grace Lavelle; Daniel Leightley; Faith Matcham; Sara Siddi; Maria Teresa Peñarrubia-María; Katie M. White; Alina Ivan; Carolin Oetzmann; Sara Simblett; Erin Dawe-Lane; Stuart Bruce; et al. (CoRR, 2021)

Predicting Depressive Symptom Severity through Individuals' Nearby Bluetooth Devices Count Data Collected by Mobile Phones: A Preliminary Longitudinal Study. - Yuezhou Zhang; Amos A. Folarin; Shaoxiong Sun; Nicholas Cummins; Yatharth Ranjan; Zulqarnain Rashid; Pauline Conde; Callum L. Stewart; Petroula Laiou; Faith Matcham; Carolin Oetzmann; Femke Lamers; et al. (CoRR, 2021)

Photoplethysmographic Waveform Analysis for Autonomic Reactivity Assessment in Depression. - Spyridon Kontaxis; Eduardo Gil; Vaidotas Marozas; Jesús Lázaro 002; Esther García; Mar Posadas-de Miguel; Sara Siddi; Maria Luisa Bernal; Jordi Aguiló; Josep Maria Haro; Concepción de la Cámara; Pablo Laguna; et al. (IEEE Trans. Biomed. Eng., 2021)

A divisive hierarchical clustering methodology for enhancing the ensemble prediction power in large scale population studies: the ATHLOS project. - Petros Barmpas; Sotiris K. Tasoulis; Aristidis G. Vrahatis; Spiros V. Georgakopoulos; Panagiotis Anagnostou; Matthew Prina; José Luis Ayuso-Mateos; Jerome Bickenbach; Ivet Bayes; Martin Bobak; Francisco Félix Caballero; Somnath Chatterji; et al. (Health Inf. Sci. Syst., 2022)

Lessons learned from recruiting into a longitudinal remote measurement study in major depressive disorder. - Carolin Oetzmann; Katie M. White; Alina Ivan; Jessica Julie; Daniel Leightley; Grace Lavelle; Femke Lamers; Sara Siddi; Peter Annas; Sara Arranz Garcia; Josep Maria Haro; David C. Mohr; et al. (npj Digit. Medicine, 2022)

Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model. - Yuezhou Zhang; Amos A. Folarin; Judith Dineley; Pauline Conde; Valeria de Angel; Shaoxiong Sun; Yatharth Ranjan; Zulqarnain Rashid; Callum L. Stewart; Petroula Laiou; Heet Sankesara; Linglong Qian; et al. (CoRR, 2023)

Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study. - Yuezhou Zhang; Abhishek Pratap; Amos A. Folarin; Shaoxiong Sun; Nicholas Cummins; Faith Matcham; Srinivasan Vairavan; Judith Dineley; Yatharth Ranjan; Zulqarnain Rashid; Pauline Conde; Callum L. Stewart; et al. (npj Digit. Medicine, 2023)

Longitudinal Modeling of Depression Shifts Using Speech and Language. - Paula Andrea Pérez-Toro; Judith Dineley; Agnieszka Kaczkowska; Pauline Conde; Yuezhou Zhang; Faith Matcham; Sara Siddi; Josep Maria Haro; Stuart Bruce; Til Wykes; Raquel Bailón; Srinivasan Vairavan; et al. (ICASSP, 2024)