Segmentation-free Heart Pathology Detection Using Deep Learning. - Erika Bondareva; Jing Han 010; William Bradlow; Cecilia Mascolo (EMBC, 2021)

Earables for Detection of Bruxism: a Feasibility Study. - Erika Bondareva; Elín Rós Hauksdóttir; Cecilia Mascolo (UbiComp/ISWC Adjunct, 2021)

COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening. - Tong Xia; Dimitris Spathis; Chloë Brown; Jagmohan Chauhan; Andreas Grammenos; Jing Han 010; Apinan Hasthanasombat; Erika Bondareva; Ting Dang; Andres Floto; Pietro Cicuta; Cecilia Mascolo (NeurIPS Datasets and Benchmarks, 2021)

Towards Uncertainty-Aware Murmur Detection in Heart Sounds via Tandem Learning. - Erika Bondareva; Tong Xia; Jing Han 010; Cecilia Mascolo (CinC, 2022)

Stress Inference from Abdominal Sounds using Machine Learning. - Erika Bondareva; Marios Constantinides; Michael S. Eggleston; Ireneusz Jablonski; Cecilia Mascolo; Zoran Radivojevic; Sanja Scepanovic (EMBC, 2022)

COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study. - Ting Dang; Jing Han 010; Tong Xia; Dimitris Spathis; Erika Bondareva; Chloë Brown; Jagmohan Chauhan; Andreas Grammenos; Apinan Hasthanasombat; Andres Floto; Pietro Cicuta; Cecilia Mascolo (CoRR, 2022)

Sounds of COVID-19: exploring realistic performance of audio-based digital testing. - Jing Han 010; Tong Xia; Dimitris Spathis; Erika Bondareva; Chloë Brown; Jagmohan Chauhan; Ting Dang; Andreas Grammenos; Apinan Hasthanasombat; Andres Floto; Pietro Cicuta; Cecilia Mascolo (npj Digit. Medicine, 2022)

Embracing the Imaginary: Deep Complex-valued Networks for Heart Murmur Detection. - Erika Bondareva; Georgios Rizos; Jing Han 010; Cecilia Mascolo (CinC, 2023)

Heart Rate Extraction from Abdominal Audio Signals. - Jake Stuchbury-Wass; Erika Bondareva; Kayla-Jade Butkow; Sanja Scepanovic; Zoran Radivojevic; Cecilia Mascolo (ICASSP, 2023)

Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19. - Ting Dang; Jing Han 010; Tong Xia; Erika Bondareva; Chloë Siegele-Brown; Jagmohan Chauhan; Andreas Grammenos; Dimitris Spathis; Pietro Cicuta; Cecilia Mascolo (KDD, 2023)

Heart Sounds for High Blood Pressure Prediction. - Erika Bondareva; Jing Han 010; Katarzyna Szczurek; Dawid Szczepanek; Tomasz Jadczyk; Cecilia Mascolo (ICASSP, 2025)