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Viewing Publication 1 - 42 from 42

2024

Next-Day Prediction of Hypoglycaemic Episodes Based on the Use of a Mobile App for Diabetes Self-ManagementAnastasios Alexiadis, Athanasios Tsanas, Leonard Shtika, Vassilis Efopoulos, Konstantinos Votis, Dimitrios Tzovaras, Andreas Triantafyllidis. access, 12:7469-7478, 2024. [doi]

Combining Deep Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing ClassificationKieran Woodward, Eiman Kanjo, Athanasios Tsanas. health, 5(1), January 2024. [doi]

2023

New Insights into Stroke from Continuous Passively Collected Temperature and Sleep Data Using Wrist-Worn WearablesKatherine Edgley, Ho-Yan Yvonne Chun, William N. Whiteley, Athanasios Tsanas. sensors, 23(3):1069, February 2023. [doi]

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trendsJ. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero 0001, Eduardo Fernández 0001, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, J. J. Martinez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, A. Pereira, Pedro Pinacho Davidson, M. A. Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez 0001, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, J. Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, R. Varela, S. H. Wang, W. Wang, Y. D. Zhang, H. Zhu, Z. Zhu, J. M. Ferrández-Vicente. inffus, 100:101945, December 2023. [doi]

Defining clinical subtypes of adult asthma using electronic health records: Analysis of a large UK primary care database with external validationElsie M. F. Horne, Susannah McLean, Mohammad A. Alsallakh, Gwyneth A. Davies, David B. Price, Aziz Sheikh, Athanasios Tsanas. ijmi, 170:104942, 2023. [doi]

2022

Characterizing Masseter Surface Electromyography on EEG-Related Frequency Bands in Parkinson's Disease Neuromotor DysarthriaAndrés Gómez-Rodellar, Pedro Gómez Vilda, José Manuel Ferrández de Vicente, Athanasios Tsanas. iwinac 2022: 219-228 [doi]

An EMG-based Eating Behaviour Monitoring system with haptic feedback to promote mindful eatingBenjamin Nicholls, Chee Siang Ang, Eiman Kanjo, Panote Siriaraya, Saber Mirzaee Bafti, Woon-Hong Yeo, Athanasios Tsanas. cbm, 149:106068, 2022. [doi]

Estimating Medication Adherence from Electronic Health Records Using Rolling Averages of Single Refill-based EstimatesHolly Tibble, Aziz Sheikh, Athanasios Tsanas. embc 2022: 3554-3557 [doi]

Estimating Use of Short-term Asthma Reliever Inhalers from Electronic Prescription RecordsHolly Tibble, Aziz Sheikh, Athanasios Tsanas. biostec 2022: 311-318 [doi]

Relevance, redundancy, and complementarity trade-off (RRCT): A principled, generic, robust feature-selection toolAthanasios Tsanas. patterns, 3(5):100471, 2022. [doi]

Investigating Wrist-Based Acceleration Summary Measures across Different Sample Rates towards 24-Hour Physical Activity and Sleep Profile AssessmentAthanasios Tsanas. sensors, 22(16):6152, 2022. [doi]

Comparing Lab-based and Telephone-based Speech Recordings Towards Parkinson's Assessment: Insights from Acoustic AnalysisAthanasios Tsanas. arbeitspl 2022: 55-58 [doi]

Data-Driven Subtyping of Parkinson's Using Acoustic Analysis of Sustained Vowels and Cluster Analysis: Findings in the Parkinson's Voice Initiative StudyAthanasios Tsanas, Siddharth Arora. sncs, 3(3):232, 2022. [doi]

Exploring Feature Selection and Feature Transformation Techniques to Improve Telephone-based Biomedical Speech Signal Processing towards Parkinson's AssessmentAthanasios Tsanas, Siddharth Arora. biostec 2022: 327-334 [doi]

Characterization of Hypokinetic Dysarthria by a CNN Based on Auditory Receptive FieldsPedro Gómez Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Agustín Álvarez Marquina, Athanasios Tsanas. iwinac 2022: 343-352 [doi]

Beyond Mobile Apps: A Survey of Technologies for Mental Well-BeingKieran Woodward, Eiman Kanjo, David J. Brown 0001, T. M. McGinnity, Becky Inkster, Donald J. Macintyre, Athanasios Tsanas. taffco, 13(3):1216-1235, 2022. [doi]

2021

Acoustic to kinematic projection in Parkinson's disease dysarthriaAndrés Gómez 0003, Athanasios Tsanas, Pedro Gómez 0001, Daniel Palacios-Alonso, V. Rodellar, Agustín Álvarez 0001. bspc, 66:102422, 2021. [doi]

Smartphone Speech Testing for Symptom Assessment in Rapid Eye Movement Sleep Behavior Disorder and Parkinson's DiseaseSiddharth Arora, Christine Lo, Michele T. M. Hu, Athanasios Tsanas. access, 9:44813-44824, 2021. [doi]

Mobile devices and wearable technology for measuring patient outcomes after surgery: a systematic reviewStephen R. Knight, Nathan Ng, Athanasios Tsanas, Kenneth McLean, Claudia Pagliari, Ewen M. Harrison. npjdm, 4, 2021. [doi]

Estimation of Asthma Severity from Electronic Prescription Records using British Thoracic Society and Scottish Intercollegiate Guidelines Network Treatment StepsHolly Tibble, Aziz Sheikh, Athanasios Tsanas. bibm 2021: 3222-3223 [doi]

Remote Assessment of Parkinson's Disease Symptom Severity Using the Simulated Cellular Mobile Telephone NetworkAthanasios Tsanas, Max A. Little, Lorraine O. Ramig. access, 9:11024-11036, 2021. [doi]

Capitalizing on Patient Reported Outcome Measures, Wearables, and Smartphones Towards Developing New Clinical Decision Support Tools for Frequent, Remote, Longitudinal Monitoring of Chronic DisordersAthanasios Tsanas. biostec 2021: 5

Assessing Parkinson's Disease Speech Signal Generalization of Clustering Results across Three Countries: Findings in the Parkinson's Voice Initiative StudyAthanasios Tsanas, Siddharth Arora. biostec 2021: 124-131 [doi]

Evaluating the Performance of Diadochokinetic Tests in Characterizing Parkinson's Disease Hypokinetic DysarthriaPedro Gómez Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Athanasios Tsanas. biostec 2022: 102-119 [doi]

Performance of Monosyllabic vs Multisyllabic Diadochokinetic Exercises in Evaluating Parkinson's Disease Hypokinetic Dysarthria from Fluency DistributionsPedro Gómez Vilda, Andrés Gómez-Rodellar, Daniel Palacios-Alonso, Athanasios Tsanas. biostec 2021: 114-123 [doi]

2020

Individual Mandibular Motor Actions estimated from Speech Articulation FeaturesAndrés Gómez-Rodellar, Athanasios Tsanas, Pedro Gómez Vilda, Agustín Álvarez Marquina, Daniel Palacios-Alonso. lrec 2020:

Large-scale Clustering of People Diagnosed with Parkinson's Disease using Acoustic Analysis of Sustained Vowels: Findings in the Parkinson's Voice Initiative StudyAthanasios Tsanas, Siddharth Arora. biostec 2020: 369-376 [doi]

Data-Driven Insights towards Risk Assessment of Postpartum DepressionEvdoxia Valavani, Dimitrios Doudesis, Ioannis Kourtesis, Richard F. M. Chin, Donald J. Macintyre, Sue Fletcher-Watson, James P. Boardman, Athanasios Tsanas. biostec 2020: 382-389 [doi]

Assessing Preferred Proximity Between Different Types of Embryonic Stem CellsMinhong Wang, Athanasios Tsanas, Guillaume Blin, Dave Robertson. biostec 2020: 377-381 [doi]

Parkinson's Disease Glottal Flow Characterization: Phonation Features vs Amplitude DistributionsAgustín Álvarez 0001, Andrés Gómez 0003, Daniel Palacios-Alonso, Jirí Mekyska, Athanasios Tsanas, Pedro Gómez 0001, Rafael Martínez 0001. biostec 2020: 359-368 [doi]

2019

Assessing an Application of Spontaneous Stressed Speech - Emotions PortalDaniel Palacios-Alonso, J. Carlos Lázaro-Carrascosa, Agustín López-Arribas, Guillermo Meléndez-Morales, Andrés Gómez-Rodellar, Andrés Loro-Álavez, Victor Nieto Lluis, María Victoria Rodellar Biarge, Athanasios Tsanas, Pedro Gómez Vilda. iwinac 2019: 149-160 [doi]

Heterogeneity in Asthma Medication Adherence MeasurementHolly Tibble, Amy Chan, Edwin A. Mitchell, Rob Horne, Mehrdad A. Mizani, Aziz Sheikh, Athanasios Tsanas. bibe 2019: 899-903 [doi]

New insights into Parkinson's disease through statistical analysis of standard clinical scales quantifying symptom severityAthanasios Tsanas. embc 2019: 3412-3415 [doi]

Exploring Telephone-Quality Speech Signals Towards Parkinson's Disease Assessment in a Large Acoustically Non-controlled StudyAthanasios Tsanas, Siddharth Arora. bibe 2019: 953-956 [doi]

Investigating Motility and Pattern Formation in Pluripotent Stem Cells Through Agent-Based ModelingMinhong Wang, Athanasios Tsanas, Guillaume Blin, Dave Robertson. bibe 2019: 909-913 [doi]

2016

Phonation Biomechanics in Quantifying Parkinson's Disease Symptom SeverityPedro Gómez Vilda, Agustín Álvarez Marquina, Athanasios Tsanas, Carlos A. Lázaro Carrascosa, Victoria Rodellar-Biarge, Victor Nieto Lluis, Rafael Martínez-Olalla. In Anna Esposito, Marcos Faúndez-Zanuy, Antonietta Maria Esposito, Gennaro Cordasco, Thomas Drugman, Jordi Solé-Casals, Francesco Carlo Morabito, editors, Recent Advances in Nonlinear Speech Processing. Volume 48 of Smart Innovation, Systems and Technologies, pages 93-102, Springer, 2016. [doi]

2014

Quantitative Insights into the Closed-loop Cardiovascular System using an Electrical Lumped Element Physiological ModelAthanasios Tsanas, Gari D. Clifford, Vassiliki Vartela, Petros Sfirakis. cinc 2014: 509-512 [doi]

2012

Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's DiseaseAthanasios Tsanas, Max A. Little, Patrick E. McSharry, Jennifer L. Spielman, Lorraine O. Ramig. tbe, 59(5):1264-1271, 2012. [doi]

2011

Special session: acoustic analysis of Parkinsonian speech: issues, methods, and applicationsShimon Sapir, Sabine Skodda, Athanasios Tsanas, Jan Rusz. maveba 2011: 166-167 [doi]

Robust parsimonious selection of dysphonia measures for telemonitoring of Parkinson's disease symptom severityAthanasios Tsanas, Max A. Little, Patrick E. McSharry, Lorraine O. Ramig. maveba 2011: 169-172 [doi]

2010

Accurate Telemonitoring of Parkinson's Disease Progression by Noninvasive Speech TestsAthanasios Tsanas, Max A. Little, Patrick E. McSharry, Lorraine O. Ramig. tbe, 57(4):884-893, 2010. [doi]

Enhanced classical dysphonia measures and sparse regression for telemonitoring of Parkinson s disease progressionAthanasios Tsanas, Max A. Little, Patrick E. McSharry, Lorraine O. Ramig. icassp 2010: 594-597 [doi]

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