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RADAR-CNS SIGNED

Remote Assessment of Disease and Relapse in Central Nervous System Disorders - Sofia ref.: 115902

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

RADAR-CNS project word cloud

Explore the words cloud of the RADAR-CNS project. It provides you a very rough idea of what is the project "RADAR-CNS" about.

fostered outcomes disease treatment smartphone predictive ideal cumbersome sclerosis applicable proofed gleaned ultimate providers events efficient patient oversight led burden public create collect clinicians overcome inefficient technologies individuals amount sampling provides disorders implementing inherent responsive services regulatory unnecessary active remote health infancy rmt background innovation relapse approval sensors care exponential regulator infrequent payers course power infrastructure fine monitoring patients multiple monitor barriers unobtrusively feasibility depression place facilitators visits time imi2 pipeline whilst flexibility collected optimise grained clinic adverse partnership components too technological risk epilepsy private passively data strategy excellent wearable

Project "RADAR-CNS" data sheet

The following table provides information about the project.

Coordinator	KING'S COLLEGE LONDON Organization address address: STRAND city: LONDON postcode: WC2R 2LS website: www.kcl.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	United Kingdom [UK]
Project website	http://www.radar-cns.org/
Total cost	25˙712˙110 €
EC max contribution	11˙000˙000 € (43%)
Programme	1. H2020-EU.3.1.7. (Innovative Medicines Initiative 2 (IMI2))
Code Call	H2020-JTI-IMI2-2015-03-two-stage
Funding Scheme	IMI2-RIA
Starting year	2016
Duration (year-month-day)	from 2016-04-01 to 2021-03-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	KING'S COLLEGE LONDON KING'S COLLEGE LONDON Organization address address: STRAND city: LONDON postcode: WC2R 2LS website: www.kcl.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	coordinator	4˙014˙496.00
2	STICHTING LYGATURE STICHTING LYGATURE Organization address address: JAARBEURSPLEIN 6 city: UTRECHT postcode: 3521 AL website: http://www.lygature.org/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (UTRECHT)	participant	1˙345˙962.00
3	UNIVERSITAETSKLINIKUM FREIBURG UNIVERSITAETSKLINIKUM FREIBURG Organization address address: HUGSTETTER STRASSE 49 city: FREIBURG postcode: 79106 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (FREIBURG)	participant	825˙000.00
4	CONSORCIO CENTRO DE INVESTIGACION BIOMEDICA EN RED M.P. CONSORCIO CENTRO DE INVESTIGACION BIOMEDICA EN RED M.P. Organization address address: CALLE MONFORTE DE LEMOS 5 city: MADRID postcode: 28029 website: www.ciberisciii.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (MADRID)	participant	674˙981.00
5	THE UNIVERSITY OF NOTTINGHAM THE UNIVERSITY OF NOTTINGHAM Organization address address: University Park city: NOTTINGHAM postcode: NG7 2RD website: www.nottingham.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (NOTTINGHAM)	participant	642˙500.00
6	STICHTING VUMC STICHTING VUMC Organization address address: DE BOELELAAN 1117 city: AMSTERDAM postcode: 1081 HV website: www.vumc.nl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (AMSTERDAM)	participant	585˙000.00
7	KATHOLIEKE UNIVERSITEIT LEUVEN KATHOLIEKE UNIVERSITEIT LEUVEN Organization address address: OUDE MARKT 13 city: LEUVEN postcode: 3000 website: www.kuleuven.be contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (LEUVEN)	participant	506˙000.00
8	UNIVERSITA VITA-SALUTE SAN RAFFAELE UNIVERSITA VITA-SALUTE SAN RAFFAELE Organization address address: VIA OLGETTINA 58 city: MILANO postcode: 20132 website: www.unihsr.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (MILANO)	participant	487˙250.00
9	FUNDACIO HOSPITAL UNIVERSITARI VALL D'HEBRON - INSTITUT DE RECERCA FUNDACIO HOSPITAL UNIVERSITARI VALL D'HEBRON - INSTITUT DE RECERCA Organization address address: PASSEIG VALL D HEBRON 119-129 EDIFICIO DE RECERCA city: BARCELONA postcode: 8035 website: http://www.vhir.org/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (BARCELONA)	participant	437˙235.00
10	UNIVERSITAET AUGSBURG UNIVERSITAET AUGSBURG Organization address address: UNIVERSITAETSSTRASSE 2 city: AUGSBURG postcode: 86159 website: www.uni-augsburg.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (AUGSBURG)	participant	433˙647.00
11	REGION HOVEDSTADEN REGION HOVEDSTADEN Organization address address: KONGENS VAENGE 2 city: HILLEROD postcode: 3400 website: www.regionh.dk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DK (HILLEROD)	participant	430˙000.00
12	PROVINCIA LOMBARDO VENETA - ORDINEOSPEDALIERO DI SAN GIOVANNI DI DIO- FATEBENEFRATELLI PROVINCIA LOMBARDO VENETA - ORDINEOSPEDALIERO DI SAN GIOVANNI DI DIO- FATEBENEFRATELLI Organization address address: VIA PILASTRONI 4 city: BRESCIA postcode: 25125 website: http://www.irccs-fatebenefratelli.it/sito/pagine/fatebenefratelli.php contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (BRESCIA)	participant	180˙000.00
13	UNIVERSITA' DEGLI STUDI DI BERGAMO UNIVERSITA' DEGLI STUDI DI BERGAMO Organization address address: VIA SALVECCHIO 19 city: BERGAMO postcode: 24129 website: www.unibg.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (BERGAMO)	participant	125˙000.00
14	UNIVERSITAT PASSAU UNIVERSITAT PASSAU Organization address address: INNSTRASSE 41 city: PASSAU postcode: 94032 website: http://www.uni-passau.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (PASSAU)	participant	116˙352.00
15	STICHTING IMEC NEDERLAND STICHTING IMEC NEDERLAND Organization address address: HIGH TECH CAMPUS 31 city: EINDHOVEN postcode: 5656 AE website: www.holstcentre.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (EINDHOVEN)	participant	111˙000.00
16	CHARITE - UNIVERSITAETSMEDIZIN BERLIN CHARITE - UNIVERSITAETSMEDIZIN BERLIN Organization address address: Chariteplatz 1 city: BERLIN postcode: 10117 website: www.charite.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (BERLIN)	participant	62˙500.00
17	GABO:MI GESELLSCHAFT FUR ABLAUFORGANISATION:MILLIARIUM MBH & CO KG GABO:MI GESELLSCHAFT FUR ABLAUFORGANISATION:MILLIARIUM MBH & CO KG Organization address address: OSKAR VON MILLER RING 29 city: MUENCHEN postcode: 80333 website: www.gabo-mi.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUENCHEN)	participant	23˙076.00
18	BIOGEN IDEC LIMITED BIOGEN IDEC LIMITED Organization address address: INNOVATION HOUSE 70 NORDEN ROAD city: MAIDENHEAD postcode: SL6 3AY website: http://www.biogen.com/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (MAIDENHEAD)	participant	0.00
19	H. LUNDBECK AS H. LUNDBECK AS Organization address address: OTTILIAVEJ 7-9 city: VALBY postcode: 2500 website: www.lundbeck.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DK (VALBY)	participant	0.00
20	INTEL CORPORATION (UK) LIMITED INTEL CORPORATION (UK) LIMITED Organization address address: PIPERS WAY city: SWINDON postcode: SN3 1RJ website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (SWINDON)	participant	0.00
21	JANSSEN PHARMACEUTICA NV JANSSEN PHARMACEUTICA NV Organization address address: TURNHOUTSEWEG 30 city: BEERSE postcode: 2340 website: www.janssenpharmaceutica.be contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (BEERSE)	participant	0.00
22	MSD CZECH REPUBLIC SRO MSD CZECH REPUBLIC SRO Organization address address: SVORNOSTI 3321/2 city: PRAHA postcode: 15000 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CZ (PRAHA)	participant	0.00
23	NORTHWESTERN UNIVERSITY NORTHWESTERN UNIVERSITY Organization address address: Clark Street 633 city: EVANSTON, ILLINOIS postcode: 60208 website: www.northwestern.edu contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	US (EVANSTON, ILLINOIS)	participant	0.00
24	SOFTWARE AG SOFTWARE AG Organization address address: UHLANDSTRASSE 12 city: DARMSTADT postcode: 64297 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (DARMSTADT)	participant	0.00
25	UCB BIOPHARMA SRL UCB BIOPHARMA SRL Organization address address: ALLEE DE LA RECHERCHE 60 city: BRUXELLES postcode: 1070 website: www.ucb.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (BRUXELLES)	participant	0.00

Map

Project objective

Background: Long term conditions require monitoring of patients, traditionally conducted in the clinic, to monitor treatment effects, adverse events and disease course. This can be inefficient and cumbersome – clinic visits may be too infrequent to identify individuals at risk of significant changes in disease state (e.g. relapse) and place unnecessary burden on patients and providers.

Smartphone and wearable technologies have led to an exponential growth in the amount of information which can be collected on patients unobtrusively and at low cost. Sensors collect data passively, and active monitoring, using experience sampling, provides information on multiple parameters. Such technologies could monitor long term outcomes of patients, at scale, and provide fine-grained information on outcomes, available in real time and at low-cost, enabling services to offer more responsive and efficient care.

Whilst there is growing interest in the application of RMT in health, the field is in its infancy. The private-public partnership fostered by IMI2 is an ideal way to overcome the inherent challenges of this field.

Our ultimate goal is to improve patient outcomes through remote assessment. To achieve this we will create a pipeline for developing, testing and implementing RMT in depression, multiple sclerosis and epilepsy. The pipeline will include a data management and modelling infrastructure applicable to other disorders and with the flexibility of design to be future-proofed against further technological innovation. We will provide data on implementation barriers and facilitators gleaned from patients, clinicians, regulator and payers which will optimise the pathways for regulatory approval and uptake.

Program of Work: In order to test the feasibility and predictive power of RMT four main components are required: (1) Excellent project oversight, management, and a dissemination and exploitation strategy;

Deliverables

List of deliverables.
Report on second annual meeting	Documents, reports	2020-04-08 20:53:54
Coordinated summary report of technical and clinical work package response to expert elicitation	Documents, reports	2020-04-08 20:53:54
Year three update report on learnings with regard to regulatory requirements	Documents, reports	2020-04-08 20:53:54
Completion of literature review	Documents, reports	2020-04-08 20:53:54
Report on the state of recruitment and of the protocol advances in both the ongoing studies	Documents, reports	2020-04-08 20:53:54
Second Periodic Report	Documents, reports	2020-04-08 20:53:54
Completion of protocol and local ethics approval for project 1	Documents, reports	2020-04-08 20:53:52
Submit ethical approvals by the competent legal local/national Ethics Boards/Bodies to IMI	Documents, reports	2020-04-08 20:53:52
First Periodic Report	Documents, reports	2020-04-08 20:53:52
Analysis of the results obtained by the focus group in MS patients	Documents, reports	2020-04-08 20:53:52
Year one update report on learnings with regard to regulatory requirements	Documents, reports	2020-04-08 20:53:53
Report on first annual meeting	Documents, reports	2020-04-08 20:53:53
Provide IMI with measures taken to prevent risk of enhancing vulnerability and stigmatisation of individuals/groups	Documents, reports	2020-04-08 20:53:52
Production of a detailed description of the definite RMT package which will be used in MS patients	Documents, reports	2020-04-08 20:53:52
Interim report on feasibility and acceptability of RMT	Documents, reports	2020-04-08 20:53:52
Protocols development and achievement of local ethic approval	Documents, reports	2020-04-08 20:53:52
Define list of variables to be included in assessment scheme	Other	2020-04-08 20:53:52
A report on stakeholder views of RMT in epilepsy, collating information from focus groups, expert workshops and other fora	Documents, reports	2020-04-08 20:53:52
Preliminary report on pathways, decision points and stakeholder requirements relating to the three disease areas	Documents, reports	2020-04-08 20:53:53
Interim report on recruitment to RADAR-MDD	Documents, reports	2020-04-08 20:53:53
Primer with regulatory requirements for RMT	Documents, reports	2020-04-08 20:53:53
Submission of ethics approvals to IMI	Documents, reports	2020-04-08 20:53:53
Completion of RADAR-MDD study protocol and ethics approval, supplemented by learnings of Orbit data	Documents, reports	2020-04-08 20:53:52
Report on Kick-Off meeting	Documents, reports	2020-04-08 20:53:52
Report on mental capacity and consent issues. Template for informed consent for all disease areas in RADAR-CNS.	Documents, reports	2020-04-08 20:53:52
Individualized press release for every partner	Documents, reports	2020-04-08 20:53:53
Year two update report on learnings with regard to regulatory requirements	Documents, reports	2020-04-08 20:53:53
Launch of website, Twitter, LinkedIn	Other	2020-04-08 20:53:53

Take a look to the deliverables list in detail: detailed list of RADAR-CNS deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2018	Zixing Zhang, Jing Han, Kun Qian, BjÃ¶rn Schuller Evolving Learning for Analysing Mood-Related Infant Vocalisation published pages: 142-146, ISSN: , DOI: 10.21437/interspeech.2018-1914	Interspeech 2018	2020-04-08
2019	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 Remote assessment of disease and relapse in major depressive disorder (RADAR-MDD): a multi-centre prospective cohort study protocol published pages: , ISSN: 1471-244X, DOI: 10.1186/s12888-019-2049-z	BMC Psychiatry 19/1	2020-04-08
2018	Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, BjÃ¶rn Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe, Harald Baumeister How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives published pages: 3388-3392, ISSN: , DOI: 10.21437/interspeech.2018-2040	Interspeech 2018	2020-04-08
2019	Sara Simblett, Faith Matcham, Sara Siddi, Viola Bulgari, Chiara Barattieri di San Pietro, Jorge Hortas LÃ³pez, JosÃ© FerrÃ£o, Ashley Polhemus, Josep Maria Haro, Giovanni de Girolamo, Peter Gamble, Hans Eriksson, Matthew Hotopf, Til Wykes Barriers to and Facilitators of Engagement With mHealth Technology for Remote Measurement and Management of Depression: Qualitative Analysis published pages: e11325, ISSN: 2291-5222, DOI: 10.2196/11325	JMIR mHealth and uHealth 7/1	2020-04-08
2018	Elisa Bruno, Giulia Maira, Andrea Biondi, Mark P Richardson Ictal hypoxemia: A systematic review and meta-analysis published pages: 7-13, ISSN: 1059-1311, DOI: 10.1016/j.seizure.2018.10.011	Seizure 63	2020-04-08
2018	Elisa Bruno, Sara Simblett, Alexandra Lang, Andrea Biondi, Clarissa Odoi, Andreas Schulze-Bonhage, Til Wykes, Mark P. Richardson Wearable technology in epilepsy: The views of patients, caregivers, and healthcare professionals published pages: 141-149, ISSN: 1525-5050, DOI: 10.1016/j.yebeh.2018.05.044	Epilepsy & Behavior 85	2020-04-08
2018	Lang AR, Craven MC, Morriss RM, Hollis C. Investigating user needs and integration of Remote Measuring Technologies into Clinical Practice published pages: , ISSN: , DOI:	Proceedings of the 20th Triennial Congress of the International Ergonomics Association. Florence, Italy; 2018.	2020-04-08
2018	Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval, BjÃ¶rn Schuller Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech published pages: 3082-3086, ISSN: , DOI: 10.21437/interspeech.2018-996	Interspeech 2018	2020-04-08
2018	BjÃ¶rn 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 The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical and Self-Assessed Affect, Crying and Heart Beats published pages: 122-126, ISSN: , DOI: 10.21437/interspeech.2018-51	Interspeech 2018	2020-04-08
2018	Nicholas Cummins, Alice Baird, BjÃ¶rn W. Schuller Speech analysis for health: Current state-of-the-art and the increasing impact of deep learning published pages: 41-54, ISSN: 1046-2023, DOI: 10.1016/j.ymeth.2018.07.007	Methods 151	2020-04-08
2018	Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, BjÃ¶rn Schuller, Harald Baumeister State of Mind: Classification through Self-reported Affect and Word Use in Speech. published pages: 267-271, ISSN: , DOI: 10.21437/interspeech.2018-2043	Interspeech 2018	2020-04-08
2019	Yatharth Ranjan,, Zulqarnain Rashid, Callum Stewart, Pauline Conde, Mark Begale, Sebastian Boetcher, The Hyve, Richard Dobson, Amos Folarin, The RADAR-CNS Consortium RADAR-base: An Open Source mHealth Platform for Collecting, Monitoring and Analyzing Data using Sensors, Wearables and Mobile Devices published pages: , ISSN: 2291-5222, DOI: 10.2196/11734	JMIR mHealth and uHealth	2020-04-08
2017	Nobilia F, Kerz M, Borgdorff J, Campos H4, Moinat M, Mahasivam N, Begale M, Dobson R, Folarin AA; The RADAR-CNS Consortium The RADAR platform:an open source generalised mHealth data pipeline published pages: , ISSN: , DOI:	7th International Conference on Digital Health, July 2017 https://hijournal.bcs.org/index.php/jhi/article/view/939/979	2020-04-08
2018	Sara Simblett, Ben Greer, Faith Matcham, Hannah Curtis, Ashley Polhemus, JosÃ© FerrÃ£o, Peter Gamble, Til Wykes Barriers to and Facilitators of Engagement With Remote Measurement Technology for Managing Health: Systematic Review and Content Analysis of Findings published pages: e10480, ISSN: 1438-8871, DOI: 10.2196/10480	Journal of Medical Internet Research 20/7	2020-04-08
2017	Simblett, S.K., Ferrao, J., Gamble, P., Wykes, T. & the RADAR-CNS consortium Digital solutions in healthcare: user experiences in accessing and adopting supportive technologies published pages: 1-3, ISSN: , DOI:	COFACE Policy Brief January	2020-04-08
2018	Elisa Bruno, Andrea Biondi, Mark P. Richardson Pre-ictal heart rate changes: A systematic review and meta-analysis published pages: 48-56, ISSN: 1059-1311, DOI: 10.1016/j.seizure.2018.01.003	Seizure 55	2020-04-08
2017	Bogdan Vlasenko, Hesam Sagha, Nicholas Cummins, BjÃ¶rn Schuller Implementing Gender-Dependent Vowel-Level Analysis for Boosting Speech-Based Depression Recognition published pages: 3266-3270, ISSN: , DOI: 10.21437/Interspeech.2017-887	Interspeech 2017	2020-04-08
2017	Julia Kurps, Maxim Moinat, Joris Borgdorff, Francesco Nobilia, Maximilian Kerz, Nivethika Mahasivam, Irina Pulyakhina, Matthias DÃ¼mpelmann, Herculano Campos, Mark Begale, Richard Dobson, Amos Folarin and \'The RADAR-CNS consortium\' Research Infrastructure for processing wearable data to improve health published pages: , ISSN: , DOI:	BOSC 2017 https://www.open-bio.org/wiki/BOSC_2017	2020-04-08
2018	Simblett, SK., Greer, B., Matcham, F., Curtis, H., Polhemus, A., Ferrao, J., Pinner, Z., Gamble, P., Wykes, T., & the RADAR-CNS consortium Barriers and facilitators to engagement with remote measurement technology for managing health: a systematic review and content analysis of findings published pages: n/a, ISSN: , DOI:	CBC Conference 2018: Annual Conference - Behaviour Change for Health: Digital & Beyond february	2020-04-08
2017	M. Freitag, S. Amiriparian, S. Pugachevskiy, N. Cummins, and B. Schuller auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks published pages: 1-5, ISSN: 1532-4435, DOI:	The Journal of Machine Learning Research (JMLR) vol 19	2020-04-08
2017	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 Cross-cultural and trans-diagnostic facilitators and barriers to remote assessment in healthcare for people with multiple sclerosis, epilepsy and depression: a qualitative analysis published pages: n/a, ISSN: , DOI:	NR-SIG-WfNR july	2020-04-08
2017	Lang AR, Craven MC, Morriss RM, Hollis C. Investigating User Identification in Remote Patient Monitoring Devices published pages: 76, ISSN: 2306-5354, DOI: 10.3390/bioengineering4030076	Bioengineering 4/4	2020-04-08
2017	Hesam Sagha, Nicholas Cummins, BjÃ¶rn Schuller Stacked denoising autoencoders for sentiment analysis: a review published pages: e1212, ISSN: 1942-4787, DOI: 10.1002/widm.1212	Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 7/5	2020-04-08
2017	S. Amiriparian, M. Freitag, N. Cummins, and B. Schuller Sequence to Sequence Autoencoders for Unsupervised Representation Learning from Audio published pages: 3266â€“3270, ISSN: , DOI:	Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017) november	2020-04-08
2016	Hesam Sagha, Pavel MatÄ›jka, Maryna Gavryukova, Filip Povolny, Erik Marchi, BjÃ¶rn Schuller Enhancing Multilingual Recognition of Emotion in Speech by Language Identification published pages: 2949-2953, ISSN: , DOI: 10.21437/Interspeech.2016-333	Interspeech 2016	2020-04-08
2017	Nicholas Cummins, Bogdan Vlasenko, Hesam Sagha, BjÃ¶rn Schuller Enhancing speech-based depression detection through gender dependent vowel-level formant features published pages: , ISSN: , DOI:		2020-04-08
2017	Simone Hantke, Hesam Sagha, Nicholas Cummins, BjÃ¶rn Schuller Emotional Speech of Mentally and Physically Disabled Individuals: Introducing the EmotAsS Database and First Findings published pages: 3137-3141, ISSN: , DOI: 10.21437/Interspeech.2017-409	Interspeech 2017	2020-04-08

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