Remote Assessment of Disease and Relapse in Central Nervous System Disorders

Risultati finali

Report on quality of life and psychological well- being in the three patient groups

Migration

Completion of data collection to RADAR-MDD and comparison with results/findings of Orbit study

Migration

Report on priorities in visualisation parameters

Migration

Completion of literature review

Migration

Year five update report on learnings with regard to regulatory requirements
Report on third annual meeting

Migration

The performance of RMT parameters in detection of GTCS and FS while patients are in their normal environment

Migration

First Periodic Report

Migration

Complete systematic review on mood changes in MS

Migration

Primer with regulatory requirements for RMT

Migration

Mid-term ethics report

Migration

Report on first annual meeting

Migration

Submit ethical approvals by the competent legal local/national Ethics Boards/Bodies to IMI

Migration

The feasibility, acceptability and adherence to RMT

Migration

The performance of RMT parameters in detection of GTCS and FS during simultaneous video-EEG

Migration

Second Periodic Report

Migration

Individualized press release for every partner

Migration

Year four update report on learnings with regard to regulatory requirements

Migration

Completion of protocol and local ethics approval for study 2

Migration

Report on second annual meeting

Migration

Production of a detailed description of the definite RMT package which will be used in MS patients

Migration

Completion of RADAR-MDD study protocol and ethics approval, supplemented by learnings of Orbit data

Migration

Complete recruitment of 240 newly diagnosed MS patients and report of the protocol advances in both the ongoing studies

Migration

Completion of recruitment to RADAR-MDD

Migration

Full report on feasibility and acceptability and adherence to RMT.

Migration

Protocols development and achievement of local ethic approval

Migration

Report on results of expert elicitation on healthcare professional requirements for RMT, with shared learning workshop

Migration

The utility of RMT to detect depression and increased risk of suicide ideas in patients with recent MS diagnosis

Migration

Provide IMI with measures taken to prevent risk of enhancing vulnerability and stigmatisation of individuals/groups

Migration

The utility of RMT in monitoring the mobility of MS patients in clinical practice and RCTs

Migration

Report on mental capacity and consent issues. Template for informed consent for all disease areas in RADAR-CNS.

Migration

Report on Key Drivers and Facilitators for engagement

Migration

Year three update report on learnings with regard to regulatory requirements

Migration

Analysis of the results obtained by the focus group in MS patients

Migration

Report on active versus passive monitoring of stress and mood as a predictor of clinical course in depression, epilepsy and MS

Migration

Recommendations on the feasibility and use of RMT measures in managing patients with recurrent depressive disorder, including recommendations for future research studies (e.g. future experimental studies to test the hypothesis that using RMT may improve c

Migration

Completion of protocol and local ethics approval for project 1

Migration

Interim report on recruitment to RADAR-MDD

Migration

Report on the use of RMT to predict relapse in MDD.

Migration

The performance of RMT parameters in tracking disease trajectory and detecting/predicting significant clinical outcomes, while patients are in their normal environment

Migration

The reliability of RMT parameters compared with conventional clinical outcomes in detecting longitudinal changes of disability

Migration

Interim analysis of the rate of adherence of RMT in MS patients

Migration

Interim report on feasibility and acceptability of RMT

Migration

Complete systematic review on aRMT in depression

Migration

Coordinated summary report of technical and clinical work package response to expert elicitation

Migration

Clinical endpoint priorities

Migration

Preliminary report on pathways, decision points and stakeholder requirements relating to the three disease areas

Migration

Complete recruitment of 400 MS patients, report on the state of recruitment of the 240 newly diagnosed MS patients. Written report of the protocol advances in both the ongoing studies

Migration

Interim analysis of the reliability of RMT parameters with conventional clinical and neurophysiological measurements.

Migration

Report on initial value proposition for RMT

Migration

The performance of RMT parameters compared with conventional clinical outcomes and results/findings of Orbit study

Migration

Final report on learnings with regard to regulatory requirements

Migration

Report on the state of recruitment and of the protocol advances in both the ongoing studies

Migration

Report on Kick-Off meeting

Migration

A report on stakeholder views of RMT in epilepsy, collating information from focus groups, expert workshops and other fora

Migration

Year two update report on learnings with regard to regulatory requirements

Migration

A report on adherence, retention, acceptability and tolerability of RMT in the hospital and out-of- hospital environments. Comparison of adherent vs nonadherent etc.

Migration

Report on fourth annual meeting

Migration

Analysis of the interaction among fatigue, depression and sleep disorder register with RMT with disability

Migration

Submission of ethics approvals to IMI

Migration

Final value proposition on finalised RADAR platform populated with EFPIA partner data

Migration

Year one update report on learnings with regard to regulatory requirements

Migration

Launch of website, Twitter, LinkedIn

Migration

International conference/symposium to present project outcomes

Migration

Define list of variables to be included in assessment scheme

Migration

Results infographic for dissemination on website

Pubblicazioni

The Association Between Home Stay and Symptom Severity in Major Depressive Disorder: Preliminary Findings From a Multicenter Observational Study Using Geolocation Data From Smartphones

Autori: Petroula Laiou, Dzmitry A Kaliukhovich, Amos A Folarin, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Shaoxiong Sun, Yuezhou Zhang, Faith Matcham, Alina Ivan, Grace Lavelle, Sara Siddi, Femke Lamers, Brenda WJH Penninx, Josep Maria Haro, Peter Annas, Nicholas Cummins, Srinivasan Vairavan, Nikolay V Manyakov, Vaibhav A Narayan, Richard JB Dobson, Matthew Hotopf, RADAR-CNS
Pubblicato in: Journal of Medical Internet Research mHealth & uHealth, Numero 10(1), 2022, Pagina/e E28095, ISSN 2291-5222
Editore: JMIR
DOI: 10.2196/28095

Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): Recruitment, retention, and data availability in a longitudinal remote measurement study.

Autori: Faith Matcham, Daniel Leightley, Sara Siddi, Femke Lamers, Katie M. White, Peter Annas, Giovanni de Girolamo, Sonia Difrancesco, Josep Maria Haro, Melany Horsfall, Alina Ivan, Grace Lavelle, Qingqin Li, Federica Lombardini, David C. Mohr, Vaibhav A. Narayan, Carolin Oetzmann, Brenda W. J. H. Penninx, Stuart Bruce, Raluca Nica, Sara K. Simblett, Til Wykes, Jens Christian Brasen, Inez Myin-Germeys,
Pubblicato in: BMC Psychiatry, Numero Preprint, 2021, Pagina/e Preprint, ISSN 1471-244X
Editore: BioMed Central
DOI: 10.21203/rs.3.rs-612374/v1

Health Care Professionals’ Views on Using Remote Measurement Technology in Managing Central Nervous System Disorders: Qualitative Interview Study

Autori: Jacob A Andrews, Michael P Craven, Jennifer Jamnadas-Khoda, Alexandra R Lang, Richard Morriss, Chris Hollis
Pubblicato in: Journal of Medical Internet Research, Numero 22/7, 2020, Pagina/e e17414, ISSN 1438-8871
Editore: Journal of medical Internet Research
DOI: 10.2196/17414

Exploring the Effects of In-App Components on Engagement With a Symptom-Tracking Platform Among Participants With Major Depressive Disorder (RADAR-Engage): Protocol for a 2-Armed Randomized Controlled Trial

Autori: Katie M. White, Faith Matcham, Daniel Leightley, Ewan Carr, Pauline Conde, Erin Dawe-Lane, Yatharth Ranjan, Sara Simblett, Claire Henderson, Matthew Hotopf, the RADAR-CNS consortium
Pubblicato in: JMIR Research Protocols, Numero December 2021, 2021, Pagina/e e32653, ISSN 1929-0748
Editore: JMIR
DOI: 10.2196/32653

Digital semiology and time-evolution pattern of bio-signals in focal onset motor seizures

Autori: Elisa Bruno, Andrea Biondi, Mark P. Richardson, on behalf of the RADAR-CNS Consortium
Pubblicato in: Seizure, Numero 87, 2021, Pagina/e 114-120, ISSN 1059-1311
Editore: W. B. Saunders Co., Ltd.
DOI: 10.1016/j.seizure.2021.03.013

Remote Assessment of Disease and Relapse in Major Depressive Disorder (RADAR-MDD): Recruitment, retention, and data availability in a longitudinal remote measurement study.

Autori: Faith Matcham, Daniel Leightley, Sara Siddi, Femke Lamers, Katie M. White, Peter Annas, Giovanni de Girolamo, Sonia Difrancesco, Josep Maria Haro, Melany Horsfall, Alina Ivan, Grace Lavelle, Qingqin Li, Federica Lombardini, David C. Mohr, Vaibhav A. Narayan, Carolin Oetzmann, Brenda W. J. H. Penninx, Stuart Bruce, Raluca Nica, Sara K. Simblett, Til Wykes, Jens Christian Brasen, Inez Myin-Germeys,
Pubblicato in: BMC Psychiatry, Numero 22 (136), 2022, ISSN 1471-244X
Editore: BioMed Central
DOI: 10.1186/s12888-022-03753-1

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

Autori: Shaoxiong Sun, Amos A Folarin, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Nicholas Cummins, Faith Matcham, Gloria Dalla Costa, Sara Simblett, Letizia Leocani, Femke Lamers, Per Soelberg Sørensen, Mathias Buron, Ana Zabalza, Ana Isabel Guerrero Pérez, Brenda WJH Penninx, Sara Siddi, Josep Maria Haro, Inez Myin-Germeys, Aki Rintala, Til Wykes, Vaibhav A Narayan, Giancarlo C
Pubblicato in: Journal of Medical Internet Research, Numero 22/9, 2020, Pagina/e e19992, ISSN 1438-8871
Editore: Journal of medical Internet Research
DOI: 10.2196/19992

Wearable devices for seizure detection: Practical experiences and recommendations from the Wearables for Epilepsy And Research (WEAR) International Study Group.

Autori: Bruno E, Böttcher S, Viana PF, Amengual-Gual M, Joseph B, Epitashvili N, Dümpelmann M, Van Laerhoven K, Loddenkemper T, Richardson MP. Glasstetter M, Biondi A,
Pubblicato in: Epilepsia, Numero 2021 62(10):, 2021, Pagina/e 2307 – 2321., ISSN 1528-1167
Editore: Wiley
DOI: 10.1111/epi.17044

Longitudinal Relationships Between Depressive Symptom Severity and Phone-Measured Mobility: Dynamic Structural Equation Modeling Study

Autori: Zhang Y, Folarin AA, Sun S, Cummins N, Vairavan S, Bendayan R et al.
Pubblicato in: JMIR Mental Health, Numero Vol 9, No 3 (2022): March, 2021, ISSN 2368-7959
Editore: JMIR Publications
DOI: 10.2196/34898

Remote Assessment of Disease and Relapse in Epilepsy: Protocol for a Multicenter Prospective Cohort Study

Autori: Elisa Bruno, Andrea Biondi, Sebastian Böttcher, Gergely Vértes, Richard Dobson, Amos Folarin, Yatharth Ranjan, Zulqarnain Rashid, Nikolay Manyakov, Aki Rintala, Inez Myin-Germeys, Sara Simblett, Til Wykes, Amanda Stoneman, Ann Little, Sarah Thorpe, Simon Lees, Andreas Schulze-Bonhage, Mark Richardson
Pubblicato in: JMIR Research Protocols, Numero 9/12, 2020, Pagina/e e21840, ISSN 1929-0748
Editore: JMIR
DOI: 10.2196/21840

Real-time assessment of COVID-19 prevalence among multiple sclerosis patients: a multicenter European study

Autori: Gloria Dalla Costa, Letizia Leocani, Xavier Montalban, Ana Isabel Guerrero, Per Soelberg Sørensen, Melinda Magyari, Richard J. B. Dobson, Nicholas Cummins, Vaibhav A. Narayan, Matthew Hotopf, Giancarlo Comi
Pubblicato in: Neurological Sciences, Numero 41/7, 2020, Pagina/e 1647-1650, ISSN 1590-1874
Editore: Springer Verlag
DOI: 10.1007/s10072-020-04519-x

Informing the Development of a Digital Health Platform Through Universal Points of Care: Qualitative Survey Study

Autori: Michael P Craven, Jacob A Andrews, Alexandra R Lang, Sara K Simblett, Stuart Bruce, Sarah Thorpe, Til Wykes, Richard Morriss, Chris Hollis
Pubblicato in: JMIR Formative Research, Numero 4/11, 2020, Pagina/e e22756, ISSN 2561-326X
Editore: JMIR
DOI: 10.2196/22756

Relationship between major depression symptom severity and sleep collected using a wristband wearable device: Multicenter longitudinal observational study

Autori: Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Rebecca Bendayan, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Faith Matcham, Katie M White, Femke Lamers, Sara Siddi, Sara Simblett, Inez Myin-Germeys, Aki Rintala, Til Wykes, Josep Maria Haro, Brenda WJH Penninx, Vaibhav A Narayan, Matthew Hotopf, Richard JB Dobson, RADAR-CNS Consortium
Pubblicato in: JMIR mHealth and uHealth, 2021, ISSN 2291-5222
Editore: JMIR
DOI: 10.2196/24604

Predicting depressive symptom severity through social connections approximated by the nearby Bluetooth devices count data: A preliminary longitudinal study.

Autori: Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Faith Matcham, Carolin Oetzmann, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C Moh, Inez Myin-Germey, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson
Pubblicato in: JMIR, Numero 30(9), 2021, ISSN 1438-8871
Editore: Journal of medical Internet Research
DOI: 10.2196/29840

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

Autori: Sara Simblett, Faith Matcham, Hannah Curtis, Ben Greer, Ashley Polhemus, Jan Novák, Jose Ferrao, Peter Gamble, Matthew Hotopf, Vaibhav Narayan, Til Wykes
Pubblicato in: JMIR mHealth and uHealth, Numero 8/6, 2020, Pagina/e e15086, ISSN 2291-5222
Editore: JMIR
DOI: 10.2196/15086

Detecting tonic-clonic seizures in multimodal biosignal data from wearables: Methodology design and validation.

Autori: Böttcher S, Bruno E, Manyakov NV, Epitashvili N, Claes K , Glasstetter M, Thorpe S, Lees S, Dümpelmann M, van Laerhoven K, Richardson MP, Schulze-Bonhage A, The RADAR-CNS Consortium.
Pubblicato in: JMIR mHealth and uHealth, Numero 2021, 9(11)., 2021, ISSN 2291-5222
Editore: JMIR
DOI: 10.2196/27674

Post‐ictal accelerometer silence as a marker of post‐ictal immobility

Autori: Elisa Bruno, Sebastian Böttcher, Andrea Biondi, Nino Epitashvili, Nikolay V. Manyakov, Simon Lees, Andreas Schulze‐Bonhage, Mark P. Richardson
Pubblicato in: Epilepsia, Numero 61/7, 2020, Pagina/e 1397-1405, ISSN 0013-9580
Editore: Blackwell Publishing Inc.
DOI: 10.1111/epi.16552

Barriers to and Facilitators of Engagement With Remote Measurement Technology for Managing Health: Systematic Review and Content Analysis of Findings

Autori: Sara Simblett, Ben Greer, Faith Matcham, Hannah Curtis, Ashley Polhemus, José Ferrão, Peter Gamble, Til Wykes
Pubblicato in: Journal of Medical Internet Research, Numero 20/7, 2018, Pagina/e e10480, ISSN 1438-8871
Editore: Journal of medical Internet Research
DOI: 10.2196/10480

Pre-ictal heart rate changes: A systematic review and meta-analysis

Autori: Elisa Bruno, Andrea Biondi, Mark P. Richardson
Pubblicato in: Seizure, Numero 55, 2018, Pagina/e 48-56, ISSN 1059-1311
Editore: W. B. Saunders Co., Ltd.
DOI: 10.1016/j.seizure.2018.01.003

auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks

Autori: M. Freitag, S. Amiriparian, S. Pugachevskiy, N. Cummins, and B. Schuller
Pubblicato in: The Journal of Machine Learning Research (JMLR), Numero vol 19, 2017, Pagina/e 1-5, ISSN 1532-4435
Editore: MIT Press

Stacked denoising autoencoders for sentiment analysis: a review

Autori: Hesam Sagha, Nicholas Cummins, Björn Schuller
Pubblicato in: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Numero 7/5, 2017, Pagina/e e1212, ISSN 1942-4787
Editore: John Wiley and Sons Inc.
DOI: 10.1002/widm.1212

RADAR-base: An Open Source mHealth Platform for Collecting, Monitoring and Analyzing Data using Sensors, Wearables and Mobile Devices

Autori: Yatharth Ranjan,, Zulqarnain Rashid, Callum Stewart, Pauline Conde, Mark Begale, Sebastian Boetcher, The Hyve, Richard Dobson, Amos Folarin, The RADAR-CNS Consortium
Pubblicato in: JMIR mHealth and uHealth, Numero e11734, 2019, ISSN 2291-5222
Editore: JMIR Publications Inc.
DOI: 10.2196/11734

Remote assessment of disease and relapse in major depressive disorder (RADAR-MDD): a multi-centre prospective cohort study protocol

Autori: F. Matcham, C. Barattieri di San Pietro, V. Bulgari, G. de Girolamo, R. Dobson, H. Eriksson, A. A. Folarin, J. M. Haro, M. Kerz, F. Lamers, Q. Li, N. V. Manyakov, D. C. Mohr, I. Myin-Germeys, V. Narayan, Penninx BWJH, Y. Ranjan, Z. Rashid, A. Rintala, S. Siddi, S. K. Simblett, T. Wykes, M. Hotopf
Pubblicato in: BMC Psychiatry, Numero 19/1, 2019, ISSN 1471-244X
Editore: BioMed Central
DOI: 10.1186/s12888-019-2049-z

Wearable technology in epilepsy: The views of patients, caregivers, and healthcare professionals

Autori: Elisa Bruno, Sara Simblett, Alexandra Lang, Andrea Biondi, Clarissa Odoi, Andreas Schulze-Bonhage, Til Wykes, Mark P. Richardson
Pubblicato in: Epilepsy & Behavior, Numero 85, 2018, Pagina/e 141-149, ISSN 1525-5050
Editore: Academic Press
DOI: 10.1016/j.yebeh.2018.05.044

Ictal hypoxemia: A systematic review and meta-analysis

Autori: Elisa Bruno, Giulia Maira, Andrea Biondi, Mark P Richardson
Pubblicato in: Seizure, Numero 63, 2018, Pagina/e 7-13, ISSN 1059-1311
Editore: W. B. Saunders Co., Ltd.
DOI: 10.1016/j.seizure.2018.10.011

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

Autori: Sara Simblett, Faith Matcham, Sara Siddi, Viola Bulgari, Chiara Barattieri di San Pietro, Jorge Hortas López, José Ferrão, Ashley Polhemus, Josep Maria Haro, Giovanni de Girolamo, Peter Gamble, Hans Eriksson, Matthew Hotopf, Til Wykes
Pubblicato in: JMIR mHealth and uHealth, Numero 7/1, 2019, Pagina/e e11325, ISSN 2291-5222
Editore: JMIR
DOI: 10.2196/11325

Speech analysis for health: Current state-of-the-art and the increasing impact of deep learning

Autori: Nicholas Cummins, Alice Baird, Björn W. Schuller
Pubblicato in: Methods, Numero 151, 2018, Pagina/e 41-54, ISSN 1046-2023
Editore: Academic Press
DOI: 10.1016/j.ymeth.2018.07.007

Patient perspectives on the acceptability of mHealth technology for remote measurement and management of epilepsy: A qualitative analysis

Autori: Sara K. Simblett, Elisa Bruno, Sara Siddi, Faith Matcham, Loretta Giuliano, Jorge Hortas López, Andrea Biondi, Hannah Curtis, José Ferrão, Ashley Polhemus, Mario Zappia, Antonio Callen, Peter Gamble, Til Wykes
Pubblicato in: Epilepsy & Behavior, Numero 97, 2019, Pagina/e 123-129, ISSN 1525-5050
Editore: Academic Press
DOI: 10.1016/j.yebeh.2019.05.035

Emotional outcomes in clinically isolated syndrome and early phase multiple sclerosis: a systematic review and meta-analysis

Autori: A. Rintala, F. Matcham, M. Radaelli, G. Locafaro, S. Simblett, C. Barattieri di San Pietro, V. Bulgari, P. Burke, J. Devonshire, J. Weyer, T. Wykes, G. Comi, M. Hotopf, I. Myin-Germeys
Pubblicato in: Journal of Psychosomatic Research, Numero 124, 2019, Pagina/e 109761, ISSN 0022-3999
Editore: Elsevier BV
DOI: 10.1016/j.jpsychores.2019.109761

Engaging across dimensions of diversity: A cross-national perspective on mHealth tools for managing relapsing remitting and progressive multiple sclerosis

Autori: Sara K. Simblett, Joanne Evans, Ben Greer, Hannah Curtis, Faith Matcham, Marta Radaelli, Patricia Mulero, Maria Jesús Arévalo, Ashley Polhemus, Jose Ferrao, Peter Gamble, Giancarlo Comi, Til Wykes
Pubblicato in: Multiple Sclerosis and Related Disorders, Numero 32, 2019, Pagina/e 123-132, ISSN 2211-0348
Editore: Elsevier
DOI: 10.1016/j.msard.2019.04.020

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

Autori: Ashley Marie Polhemus, Jan Novák, Jose Ferrao, Sara Simblett, Marta Radaelli, Patrick Locatelli, Faith Matcham, Maximilian Kerz, Janice Weyer, Patrick Burke, Vincy Huang, Marissa Fallon Dockendorf, Gergely Temesi, Til Wykes, Giancarlo Comi, Inez Myin-Germeys, Amos Folarin, Richard Dobson, Nikolay V Manyakov, Vaibhav A Narayan, Matthew Hotopf
Pubblicato in: JMIR mHealth and uHealth, Numero 8/5, 2020, Pagina/e e16043, ISSN 2291-5222
Editore: JMIR
DOI: 10.2196/16043

Patients' experience of wearing multimodal sensor devices intended to detect epileptic seizures: A qualitative analysis

Autori: Sara Katherine Simblett, Andrea Biondi, Elisa Bruno, Dominic Ballard, Amanda Stoneman, Simon Lees, Mark P. Richardson, Til Wykes
Pubblicato in: Epilepsy & Behavior, Numero 102, 2020, Pagina/e 106717, ISSN 1525-5050
Editore: Academic Press
DOI: 10.1016/j.yebeh.2019.106717

Fitbeat: COVID-19 estimation based on wristband heart rate using acontrastive convolutional auto-encoder.

Autori: Liu S, Han J, Puyal EL, Kontaxis S, Sun S, Locatelli P, Dineley J, Pokorny FB, Costa GD, Leocani L, Guerrero AI, Nos C, Zabalza A, Sørensen PS, Buron M, Magyari M, Ranjan Y, Rashid Z, Conde P, Stewart C, Folarin AA, Dobson RJ, Bailón R, Vairavan S, Cummins N, Narayan VA, Hotopf M, Comi G, Schuller B, Consortium RC.
Pubblicato in: Pattern Recognition, Numero Mar;123, 2022, Pagina/e 108403, ISSN 0031-3203
Editore: Pergamon Press
DOI: 10.1016/j.patcog.2021.108403

A Framework for Recruiting into a Remote Measurement Technologies (RMTs) study: Experiences from a major depressive disorder cohort

Autori: C. Oetzmann, K. White, A. Ivan, J. Julie, D. Leightley, G. Lavelle, F. Lamers, S. Siddi, P. Annas, Sara Arranz Garcia, J. Haro, D. Mohr, B. Penninx, S. Simblett, Til Wykes, V. Narayan, M. Hotopf, F. Matcham on behalf of the RADAR-CNS consortium
Pubblicato in: OSF Preprints, Numero 9 June 2021, 2021, ISSN 1932-8788
Editore: Center for open science (OSF)
DOI: 10.31219/osf.io/ns7dc

The acceptability of real‐time health monitoring among community participants with depression: A systematic review and meta‐analysis of the literature

Autori: Giovanni Girolamo, Chiara Barattieri di San Pietro, Viola Bulgari, Jessica Dagani, Clarissa Ferrari, Matthew Hotopf, Giuseppe Iannone, Ambra Macis, Faith Matcham, Inez Myin‐Germeys, Aki Rintala, Sara Simblett, Til Wykes, Cristina Zarbo
Pubblicato in: Depression and Anxiety, Numero 37/9, 2020, Pagina/e 885-897, ISSN 1091-4269
Editore: John Wiley & Sons Inc.
DOI: 10.1002/da.23023

The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey

Autori: J. A. Andrews, M. P. Craven, A. R. Lang, B. Guo, R. Morriss, C. Hollis & The RADAR-CNS Consortium
Pubblicato in: BMC Medical Informatics and Decision Making, Numero 21(282), 2021, ISSN 1472-6947
Editore: BioMed Central
DOI: 10.1186/s12911-021-01640-5

Investigating the impact of COVID-19 lockdown on adults with a recent history of recurrent major depressive disorder: A multi-centre study using remote measurement technology.

Autori: Daniel Leightley, Grace Lavelle, Katie M. White, Shaoxiong Sun, Faith Matcham, Alina Ivan, Carolin Oetzmann, Brenda W. J. H. Penninx, Femke Lamers, Sara Siddi, Josep Mario Haro, Inez Myin-Germeys, Stuart Bruce, Raluca Nica, Alice Wickersham, Peter Annas, David C. Mohr, Sara Simblett, Til Wykes, Nicholas Cummins, Amos Akinola Folarin, Pauline Conde, Yatharth Ranjan, Richard J. B. Dobson, Viabhav A.
Pubblicato in: BMC Psychiatry, Numero 21(435), 2021, ISSN 1471-244X
Editore: BioMed Central
DOI: 10.1186/s12888-021-03434-5

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

Autori: 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, Daniel Stahl, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Amos A. Folarin, Josep Maria Haro, Til Wykes, Richard J.B. Dobson, Vaibhav A. Narayan, Matthew Hotopf, Björn W. Schuller, Nicholas Cum
Pubblicato in: Interspeech, 2021, Pagina/e 631-635, ISSN 2308-457X
Editore: International Speech Communication Association
DOI: 10.21437/interspeech.2021-1240

Cross-cultural and trans-diagnostic facilitators and barriers to remote assessment in healthcare for people with multiple sclerosis, epilepsy and depression: a qualitative analysis

Autori: Simblett, S., Evans, J., Matcham, F., Meyer, N., Raedelli, M., Mulero, P., Siddi, S., de Girolama, G., Wykes, T., Hotopf, M., & the RADAR-CNS consortium
Pubblicato in: NR-SIG-WfNR, Numero july, 2017, Pagina/e n/a
Editore: NR-SIG-WfNR

Digital solutions in healthcare: user experiences in accessing and adopting supportive technologies

Autori: Simblett, S.K., Ferrao, J., Gamble, P., Wykes, T. & the RADAR-CNS consortium
Pubblicato in: COFACE Policy Brief, Numero January, 2017, Pagina/e 1-3
Editore: COFACE

Tendencies regarding the effect of emotional intensity in inter corpus phoneme-level speech emotion modelling

Autori: Bogdan Vlasenko, Bjorn Schuller, Andreas Wendemuth
Pubblicato in: 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP), Numero September, 2016, Pagina/e 1-6, ISBN 978-1-5090-0746-2
Editore: IEEE
DOI: 10.1109/MLSP.2016.7738859

Enhancing Multilingual Recognition of Emotion in Speech by Language Identification

Autori: Hesam Sagha, Pavel Matějka, Maryna Gavryukova, Filip Povolny, Erik Marchi, Björn Schuller
Pubblicato in: Interspeech 2016, Numero September 2016, 2016, Pagina/e 2949-2953
Editore: ISCA
DOI: 10.21437/Interspeech.2016-333

Barriers and facilitators to engagement with remote measurement technology for managing health: a systematic review and content analysis of findings

Autori: Simblett, SK., Greer, B., Matcham, F., Curtis, H., Polhemus, A., Ferrao, J., Pinner, Z., Gamble, P., Wykes, T., & the RADAR-CNS consortium
Pubblicato in: CBC Conference 2018: Annual Conference - Behaviour Change for Health: Digital & Beyond, Numero february, 2018, Pagina/e n/a
Editore: CBC conference

Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings

Autori: Simone Hantke, Hesam Sagha, Nicholas Cummins, Björn Schuller
Pubblicato in: Interspeech 2017, 2017, Pagina/e 3137-3141
Editore: ISCA
DOI: 10.21437/Interspeech.2017-409

Research Infrastructure for processing wearable data to improve health

Autori: Julia Kurps, Maxim Moinat, Joris Borgdorff, Francesco Nobilia, Maximilian Kerz, Nivethika Mahasivam, Irina Pulyakhina, Matthias Dümpelmann, Herculano Campos, Mark Begale, Richard Dobson, Amos Folarin and 'The RADAR-CNS consortium'
Pubblicato in: BOSC 2017 https://www.open-bio.org/wiki/BOSC_2017, 2017
Editore: n/a

Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition

Autori: Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, Björn Schuller
Pubblicato in: Interspeech 2017, 2017, Pagina/e 3266-3270
Editore: ISCA
DOI: 10.21437/Interspeech.2017-887

Sequence to Sequence Autoencoders for Unsupervised Representation Learning from Audio

Autori: S. Amiriparian, M. Freitag, N. Cummins, and B. Schuller
Pubblicato in: Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017), Numero november, 2017, Pagina/e 3266–3270
Editore: IEEE

The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring

Autori: Björn Schuller, Stefan Steidl, Anton Batliner, Elika Bergelson, Jarek Krajewski, Christoph Janott, Andrei Amatuni, Marisa Casillas, Amanda Seidl, Melanie Soderstrom, Anne S. Warlaumont, Guillermo Hidalgo, Sebastian Schnieder, Clemens Heiser, Winfried Hohenhorst, Michael Herzog, Maximilian Schmitt, Kun Qian, Yue Zhang, George Trigeorgis, Panagiotis Tzirakis, Stefanos Zafeiriou
Pubblicato in: Interspeech 2017, 2017, Pagina/e 3442-3446
Editore: ISCA
DOI: 10.21437/Interspeech.2017-43

Bag-of-Deep-Features: Noise-Robust Deep Feature Representations for Audio Analysis

Autori: Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl, Nicholas Cummins, Sergey Pugachevskiy, Bjorn Schuller
Pubblicato in: 2018 International Joint Conference on Neural Networks (IJCNN), Numero July, 2018, Pagina/e 1-7, ISBN 978-1-5090-6014-6
Editore: IEEE
DOI: 10.1109/ijcnn.2018.8489416

How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives

Autori: Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Björn Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe, Harald Baumeister
Pubblicato in: Interspeech 2018, Numero September, 2018, Pagina/e 3388-3392
Editore: ISCA
DOI: 10.21437/interspeech.2018-2040

Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech

Autori: Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, Björn Schuller
Pubblicato in: Interspeech 2018, Numero September, 2018, Pagina/e 3082-3086
Editore: ISCA
DOI: 10.21437/interspeech.2018-996

RADAR-base - Major Depressive Disorder and Epilepsy Case Studies

Autori: Callum L. Stewart, Zulqarnain Rashid, Yatharth Ranjan, Shaoxiong Sun, Richard J.B. Dobson, Amos A. Folarin
Pubblicato in: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18, 2018, Pagina/e 1735-1743, ISBN 9781-450359665
Editore: ACM Press
DOI: 10.1145/3267305.3267540

RADAR-base - A Novel Open Source m-Health Platform

Autori: Yatharth Ranjan, Maximilian Kerz, Zulqarnain Rashid, Sebastian Böttcher, Richard J.B Dobson, Amos A. Folarin
Pubblicato in: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18, 2018, Pagina/e 223-226, ISBN 9781-450359665
Editore: ACM Press
DOI: 10.1145/3267305.3267579

RADAR-base - Epilepsy Case Study

Autori: Zulqarnain Rashid, Callum L. Stewart, Sebastian Böttcher, Yatharth Ranjan, Richard J.B Dobson, Amos A. Folarin
Pubblicato in: Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers - UbiComp '18, 2018, Pagina/e 227-230, ISBN 9781-450359665
Editore: ACM Press
DOI: 10.1145/3267305.3267578

Investigating user needs and integration of Remote Measuring Technologies into Clinical Practice

Autori: Lang AR, Craven MC, Morriss RM, Hollis C.
Pubblicato in: Proceedings of the 20th Triennial Congress of the International Ergonomics Association. Florence, Italy; 2018., 2018
Editore: Springer

State of Mind: Classification through Self-reported Affect and Word Use in Speech.

Autori: Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Björn Schuller, Harald Baumeister
Pubblicato in: Interspeech 2018, 2018, Pagina/e 267-271
Editore: ISCA
DOI: 10.21437/interspeech.2018-2043

The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical and Self-Assessed Affect, Crying and Heart Beats

Autori: Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis, Stefanos Zafeiriou
Pubblicato in: Interspeech 2018, 2018, Pagina/e 122-126
Editore: ISCA
DOI: 10.21437/interspeech.2018-51

Evolving Learning for Analysing Mood-Related Infant Vocalisation

Autori: Zixing Zhang, Jing Han, Kun Qian, Björn Schuller
Pubblicato in: Interspeech 2018, Numero September, 2018, Pagina/e 142-146
Editore: ISCA
DOI: 10.21437/interspeech.2018-1914

Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients

Autori: Sebastian Böttcher, Nikolay V. Manyakov, Nino Epitashvili, Amos Folarin, Mark P. Richardson, Matthias Dümpelmann, Andreas Schulze-Bonhage, Kristof Van Laerhoven
Pubblicato in: Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, Numero September 2019, 2019, Pagina/e 1-6, ISBN 9781-450377140
Editore: ACM
DOI: 10.1145/3361684.3361687

Challenges & solutions in a hybrid mHealth mobile app

Autori: Yatharth Ranjan, Amos A Folarin, Callum Stewart, Pauline Conde, Richard Dobson, Zulqarnain Rashid
Pubblicato in: Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers - UbiComp/ISWC '19, Numero September, 2019, Pagina/e 183-186, ISBN 9781-450368698
Editore: ACM Press
DOI: 10.1145/3341162.3343778

Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features

Autori: Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, Björn Schuller
Pubblicato in: Artificial Intelligence in Medicine, Numero 10259, 2017, Pagina/e 209-214, ISBN 978-3-319-59757-7
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-59758-4_23

You Sound Like Your Counterpart: Interpersonal Speech Analysis

Autori: Jing Han, Maximilian Schmitt, Björn Schuller
Pubblicato in: Speech and Computer - 20th International Conference, SPECOM 2018, Leipzig, Germany, September 18–22, 2018, Proceedings, Numero 11096, 2018, Pagina/e 188-197, ISBN 978-3-319-99578-6
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-99579-3_20

Artificial intelligence to aid the detection of mood disorders

Autori: Nicholas Cummins, Faith Matcham, Julia Klapper, Björn Schuller
Pubblicato in: Artificial Intelligence in Precision Health, Numero Book: Artificial Intelligence in Precision Health – From concept to applications, 2020, Pagina/e 231-255, ISBN 9780-128171332
Editore: Elsevier
DOI: 10.1016/b978-0-12-817133-2.00010-0

The RADAR platform: an open source generalised mHealth data pipeline

Autori: Nobilia F, Kerz M, Borgdorff J, Campos H4, Moinat M, Mahasivam N, Begale M, Dobson R, Folarin AA; The RADAR-CNS Consortium
Pubblicato in: 7th International Conference on Digital Health, July 2017 https://hijournal.bcs.org/index.php/jhi/article/view/939/979, 2017
Editore: n/a

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