Search results

• 2024

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

  Cummins, N., White, L. L., Rahman, Z., Lucas, C., Pan, T., Carr, E., Matcham, F., Downs, J., Dobson, R. J., Quatieri, T. F. & Dineley, J., 11 Jun 2024, 56 p.

  Research output: Working paper/Preprint › Preprint

  File
  25 Downloads (Pure)

• Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective cohort study protocol

  EDIFY consortium, 30 May 2024, In: BMC Psychiatry. 24, 1, p. 409 409.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Eating Disorders 100%
  • Early Intervention 12%
  • Sensing 12%
  • Comorbidity 12%
  • Sleep 12%
  3 Citations (Scopus)

• Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): A multi-centre prospective cohort study protocol

  Kuehne, C., Phillips, M., Moody, S., Bryson, C., Campbell, I., Conde, P., Cummins, N., Desrivieres, S., Dineley, J., Dobson, R., Douglas, D., Folarin, A., Gallop, L., Hemmings, A., İnce, B., Mason, L., Rashid, Z., Bromley, A., Sims, C., Allen, K., & 33 othersBailie, C., Bains, P., Basher, M., Battisti, F., Baudinet, J., Bristow, K., Dawson, N., Dodd, L., Frater, V., Freudenthal, R., Gripton, B., Kan, C., Khor, J., Kotze, N., Laverack, S., Martin, L., Maxwell, S., McDonald, S., McNight, D., McKay, R., Merrin, J., Nash, M., Nicholls, D., Palmer, S., Pearce, S., Roberts, C., Serpell, L., Severs, E., Simic, M., Staton, A., Westaway, S., Sharpe, H. & Schmidt, U., 30 May 2024, In: BMC Psychiatry. 24, 1, 409.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Eating Disorders 100%
  • Early Intervention 12%
  • Sensing 12%
  • Comorbidity 12%
  • Sleep 12%
  3 Citations (Scopus)

  70 Downloads (Pure)

• Correction to: Characterising illness stages and recovery trajectories of eating disorders in young people via remote measurement technology (STORY): a multi-centre prospective cohort study protocol (BMC Psychiatry, (2024), 24, 1, (409), 10.1186/s12888-024-05841-w)

  EDIFY consortium, Dec 2024, In: BMC Psychiatry. 24, 1, 624.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  • Psychiatry 100%
  • Authors 100%
  • Technology 100%
  • Diseases 100%
  • Correction 100%

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

  RADAR-CNS Consortium, Zhang, Y., Folarin, A. A., Dineley, J., Conde, P., de Angel, V., Sun, S., Ranjan, Y., Rashid, Z., Stewart, C., Laiou, P., Sankesara, H., Qian, L., Matcham, F., White, K., Oetzmann, C., Lamers, F., Siddi, S., Simblett, S., Schuller, B. W., & 8 othersVairavan, S., Wykes, T., Haro, J. M., Penninx, B. W. J. H., Narayan, V. A., Hotopf, M., Dobson, R. J. B. & Cummins, N., 15 Jun 2024, In: Journal of Affective Disorders. 355, p. 40-49 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Speech Recognition System 100%
  • Speech Recognition 100%
  • Large Data Set 50%
  • Small Sample Size 50%
  • Wearable Device 50%
  3 Citations (Scopus)

• LONGITUDINAL MODELING OF DEPRESSION SHIFTS USING SPEECH AND LANGUAGE

  The RADAR-CNS Consortium, 2024, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. p. 12021-12025 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Modeling 100%
  • Speech Analysis 100%
  • Major Depressive Disorder 66%
  • Monitoring Tool 50%
  • time-frequency representation 50%

• The relationship between wearable-derived sleep features and relapse in Major Depressive Disorder

  on behalf of the RADAR-CNS consortium, 15 Oct 2024, In: Journal of Affective Disorders. 363, p. 90-98 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Major Depression 100%
  • Wearables 100%
  • Depression 100%
  • Sleep 100%
  • Major Depressive Episode 100%

• Variability of speech timing features across repeated recordings: a comparison of open-source extraction techniques

  Dineley, J., Carr, E., White, L., Lucas, C., Rahman, Z., Pan, T., Matcham, F., Downs, J., Dobson, R., Quatieri, T. F. & Cummins, N., 1 Sept 2024, ISCA Archive. International Speech Communication Association, Vol. 2024-August. p. 2015-2019 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Open Source 100%
  • Source Extraction 100%
  • Clinical Research 25%
  • Study Design 25%
  • Health Condition 20%
• 2023

  Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models

  Campbell, E., Dineley, J., Conde, P., Matcham, F., White, K., Oetzmann, C., Simblett, S., Bruce, S., Folarin, A., Wykes, T., Vairavan, S., Dobson, R., Docio-Fernandez, L., Garcia-Mateo, C., Narayan, V. A., Hotopf, M., Cummins, N. & Consortium, O. B. O. T. RADAR. CNS., 20 Aug 2023, Proc. INTERSPEECH 2023. ISCA-INST SPEECH COMMUNICATION ASSOC, Vol. 2023-August. p. 1738-1742 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Learning Model 100%
  • Learning System 100%
  • Depression 66%
  • Neural Network 33%
  • Long Short-Term Memory 33%
  2 Citations (Scopus)

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

  Zhang, Y., Folarin, A. A., Dineley, J., Conde, P., Angel, V. D., Sun, S., Ranjan, Y., Rashid, Z., Stewart, C., Laiou, P., Sankesara, H., Qian, L., Matcham, F., White, K. M., Oetzmann, C., Lamers, F., Siddi, S., Simblett, S., Schuller, B. W., Vairavan, S., & 8 othersWykes, T., Haro, J. M., Penninx, B. WJH., Narayan, V. A., Hotopf, M., Dobson, R. JB., Cummins, N. & consortium, RADAR-CNS., 22 Aug 2023.

  Research output: Working paper/Preprint › Preprint

  File
  97 Downloads (Pure)

• Long-term participant retention and engagement patterns in an app and wearable-based multinational remote digital depression study

  RADAR-CNS Consortium, Zhang, Y., Pratap, A., Folarin, A. A., Sun, S., Cummins, N., Matcham, F., Vairavan, S., Dineley, J., Ranjan, Y., Rashid, Z., Conde, P., Stewart, C., White, K. M., Oetzmann, C., Ivan, A., Lamers, F., Siddi, S., Rambla, C. H., Simblett, S., & 10 othersNica, R., Mohr, D. C., Myin-Germeys, I., Wykes, T., Haro, J. M., Penninx, B. W. J. H., Annas, P., Narayan, V. A., Hotopf, M. & Dobson, R. J. B., 17 Feb 2023, In: npj Digital Medicine. 6, 1, 25.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Retention 100%
  • Surveys 100%
  • Survey 100%
  • Multinationals 100%
  • Health Study 40%
  16 Citations (Scopus)

• Multilingual markers of depression in remotely collected speech samples: A preliminary analysis

  RADAR-CNS Consortium, 15 Nov 2023, In: Journal of Affective Disorders. 341, p. 128-136 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Marker 100%
  • Analysis 100%
  • Major Depressive Disorder 100%
  • Depressive Symptom 100%
  • Major Depressive Episode 50%

• Multilingual markers of depression in remotely collected speech samples: A preliminary analysis

  Cummins, N., Dineley, J., Conde, P., Matcham, F., Siddi, S., Lamers, F., Carr, E., Lavelle, G., Leightley, D., White, K., Oetzmann, C., Campbell, E., Simblett, S., Bruce, S., Maria Haro, J., Pennix, B. WJH., Ranjan, Y., Rashid, Z., Stewart, C., Folarin, A., & 8 othersBailón, R., Schuller, B., Wykes, T., Vairavan, S., Dobson, R., Narayan, V., Hotopf, M. & Consortium, O. B. O. T. RADAR. CNS., 15 Nov 2023, In: Journal of Affective Disorders. 341, p. 128-136 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Marker 100%
  • Analysis 100%
  • Major Depressive Disorder 100%
  • Depressive Symptom 100%
  • Major Depressive Episode 50%
  11 Citations (Scopus)

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

  Dineley, J., Carr, E., Matcham, F., Downs, J., Dobson, R., Quatieri, T. F. & Cummins, N., 15 Aug 2023, ISCA Archive. International Speech Communication Association, Vol. 2023-August. p. 2373-2377 5 p. 2023-947

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Healthy Volunteer 100%
  • Research Direction 100%
  • Voice Quality 100%
  1 Citation (Scopus)
• 2022

  Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis

  Siddi, S., Gine-Vazquez, I., Bailón, R., Matcham, F., Lamers, F., Kontaxis, S., Puyal, E. L., Garcia, E., Dalla Costa, G., Guerrero, A. I., Zabalza, A., Comi, G., Leocani, L., Annas, P., Hotopf, M., Penninx, B. W. J. H., Magyari, M., Sørensen, P., Montalban, X., Lavelle, G., & 22 othersIvan, A., Oetzmann, C., White, K. M., Difrancesco, S., Locatelli, P., C. Mohr, D., Narayan, V., Folarin, A., Dobson, R., Dineley, J., Leightley, D., Cummins, N., Vairavan, S., Ranjan, Y., Rashid, Z., Rintala, A., de Girolamo, G., Preti, A., Simblett, S., Wykes, T., Germeys, I. M. & Maria Haro, J., 2 Dec 2022, In: Journal of Clinical Medicine. 11, 23, 7163.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Major Depressive Disorder 100%
  • Multiple Sclerosis 100%
  • Depression 100%
  • Cardiovascular System 71%
  • Physical Activity 42%
  5 Citations (Scopus)

  105 Downloads (Pure)

• Predictors of engagement with remote sensing technologies for symptom measurement in Major Depressive Disorder

  Matcham, F., Carr, E., White, K., Leightley, D., Lamers, F., Siddi, S., Annas, P., de Girolamo, G., Maria Haro, J., Horsfall, M., Ivan, A., Lavelle, G., Li, Q., Lombardini, F., C. Mohr, D., Narayan, V. A., Penninx, B., Oetzmann, C., Coromina, M., Simblett, S., & 14 othersWeyer, J., Wykes, T., Zorbas, S., Brasen, J. C., Myin-Germeys, I., Conde, P., Dobson, R., Folarin, A., Ranjan, Y., Rashid, Z., Cummins, N., Dineley, J., Vairavan, S. & Hotopf, M., 2 May 2022, (Accepted/In press) In: Journal of Affective Disorders.

  Research output: Contribution to journal › Article › peer-review

  File

  • Technology 100%
  • Remote Sensing 100%
  • Sensing 100%
  • Depression 100%
  • Major Depressive Disorder 100%
  28 Downloads (Pure)
• 2021

  Remote smartphone-based speech collection: Acceptance and barriers in individuals with major depressive disorder

  Dineley, J., Lavelle, G., Leightley, D., Matcham, F., Siddi, S., Peñarrubia-María, M. T., White, K., Ivan, A., Oetzmann, C., Simblett, S., Dawe Lane, E., Bruce, S., Stahl, D., Ranjan, Y., Rashid, Z., Conde, P., Folarin, A., Maria Haro, J., Wykes, T., Dobson, R., & 5 othersNarayan, V., Hotopf, M., Schuller, B., Cummins, N. & Consortium, O. B. O. T. RADAR. CNS., 30 Aug 2021, 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. International Speech Communication Association, p. 631-635 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  • Major Depression 100%
  • Logopedics 100%
  • Depression 100%
  • Major Depressive Disorder 100%
  • Recording 57%
  4 Citations (Scopus)