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Dimitris Spathis
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Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data
C Brown, J Chauhan, A Grammenos, J Han, A Hasthanasombat, ...
ACM Conference on Knowledge Discovery & Data Mining (KDD 2020), 2020
5322020
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 cough, COVID-19 speech, escalation & primates
BW Schuller, A Batliner, C Bergler, C Mascolo, J Han, I Lefter, H Kaya, ...
Conference of International Speech Communication Association (Interspeech 2021), 2021
1512021
Exploring Contrastive Learning in Human Activity Recognition for Healthcare
CI Tang, I Perez-Pozuelo, D Spathis, C Mascolo
NeurIPS Machine Learning for Mobile Health workshop (ML4MH @ NeurIPS 2020), 2020
1382020
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data
CI Tang, I Perez-Pozuelo, D Spathis, S Brage, N Wareham, C Mascolo
Proc. ACM on Interactive, Mobile, Wearable & Ubiquitous Technologies (Ubicomp), 2021
1342021
Diagnosing asthma and chronic obstructive pulmonary disease with machine learning
D Spathis, P Vlamos
Health Informatics Journal 25 (3), 2017
1242017
Exploring Automatic COVID-19 Diagnosis via voice and symptoms from Crowdsourced Data
J Han, C Brown, J Chauhan, A Grammenos, A Hasthanasombat, ...
IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021), 2021
1102021
Sounds of COVID-19: exploring realistic performance of audio-based digital testing
J Han, T Xia, D Spathis, E Bondareva, C Brown, J Chauhan, T Dang, ...
Nature Digital Medicine (npj Digit. Med.), 2022
902022
COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening
T Xia*, D Spathis*, J Ch, A Grammenos, J Han, A Hasthanasombat, ...
Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
88*2021
A comparison between semi-supervised and supervised text mining techniques on detecting irony in greek political tweets
B Charalampakis, D Spathis, E Kouslis, K Kermanidis
Engineering Applications of Artificial Intelligence 51, 50-57, 2016
842016
Wearables, smartphones, and artificial intelligence for digital phenotyping and health
I Perez-Pozuelo, D Spathis, E Clifton, C Mascolo
Digital Health (Elsevier), 33-54, 2021
54*2021
Passive mobile sensing and psychological traits for large scale mood prediction
D Spathis, S Servia-Rodriguez, K Farrahi, C Mascolo, J Rentfrow
Conf. on Pervasive Computing Technologies for Healthcare (PervasiveHealth 2019), 2019
502019
Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words
J Serra, I Leontiadis, D Spathis, G Stringhini, J Blackburn, A Vakali
ACL Abusive Language Online workshop (ALW @ ACL 2017), 2017
492017
Universals and variations in musical preferences: A study of preferential reactions to Western music in 53 countries.
DM Greenberg, SJ Wride, DA Snowden, D Spathis, J Potter, PJ Rentfrow
Journal of Personality and Social Psychology 122 (2), 286, 2022
482022
Self-supervised transfer learning of physiological representations from free-living wearable data
D Spathis, I Perez-Pozuelo, S Brage, NJ Wareham, C Mascolo
ACM Conference on Health, Inference, and Learning (CHIL 2021), 2021
402021
Breaking away from labels: The promise of self-supervised machine learning in intelligent health
D Spathis, I Perez-Pozuelo, L Marques-Fernandez, C Mascolo
Patterns 3 (2), 100410, 2022
322022
Exploring Longitudinal Cough, Breath, and Voice Data for COVID-19 Disease Progression Prediction via Sequential Deep Learning: Model Development and Validation
T Dang, J Han, T Xia, D Spathis, E Bondareva, C Brown, J Chauhan, ...
Journal of Medical Internet Research (JMIR), 2022
32*2022
Sequence Multi-task Learning to Forecast Mental Wellbeing from Sparse Self-reported Data
D Spathis, S Servia-Rodriguez, K Farrahi, C Mascolo, J Rentfrow
ACM Conference on Knowledge Discovery & Data Mining (KDD 2019), 2019
302019
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models
D Spathis, F Kawsar
Journal of the American Medical Informatics Association (JAMIA), 2024
242024
Detecting sleep outside the clinic using wearable heart rate devices
I Perez-Pozuelo, M Posa, D Spathis, K Westgate, N Wareham, C Mascolo, ...
Scientific Reports 12 (1), 1-13, 2022
242022
Digital phenotyping and sensitive health data: Implications for data governance
I Perez-Pozuelo, D Spathis, J Gifford-Moore, J Morley, J Cowls
Journal of the American Medical Informatics Association (JAMIA) 28 (9), 2021
172021
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