Erika Bondareva

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Disease Progression

Top Venues

UbiComp/ISWC Adjunct

Publications

Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow, Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo
Heart Rate Extraction from Abdominal Audio Signals. ICASSP (2023)
Ting Dang, Jing Han, Tong Xia, Erika Bondareva, Chloë Siegele-Brown, Jagmohan Chauhan, Andreas Grammenos, Dimitris Spathis, Pietro Cicuta, Cecilia Mascolo
Conditional Neural ODE Processes for Individual Disease Progression Forecasting: A Case Study on COVID-19. KDD (2023)
Jake Stuchbury-Wass, Erika Bondareva, Kayla-Jade Butkow, Sanja Scepanovic, Zoran Radivojevic, Cecilia Mascolo
Heart Rate Extraction from Abdominal Audio Signals. CoRR (2023)
Erika Bondareva, Georgios Rizos, Jing Han, Cecilia Mascolo
Embracing the Imaginary: Deep Complex-valued Networks for Heart Murmur Detection. CinC (2023)
Ting Dang, Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study. CoRR (2022)
Erika Bondareva, Tong Xia, Jing Han, Cecilia Mascolo
Towards Uncertainty-Aware Murmur Detection in Heart Sounds via Tandem Learning. CinC (2022)
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
Sounds of COVID-19: exploring realistic performance of audio-based digital testing. npj Digit. Medicine 5 (2022)
Erika Bondareva, Marios Constantinides, Michael S. Eggleston, Ireneusz Jablonski, Cecilia Mascolo, Zoran Radivojevic, Sanja Scepanovic
Stress Inference from Abdominal Sounds using Machine Learning. EMBC (2022)
Erika Bondareva, Jing Han, William Bradlow, Cecilia Mascolo
Segmentation-free Heart Pathology Detection Using Deep Learning. CoRR (2021)
Tong Xia, Dimitris Spathis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Jing Han, Apinan Hasthanasombat, Erika Bondareva, Ting Dang, Andres Floto, Pietro Cicuta, Cecilia Mascolo
COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening. NeurIPS Datasets and Benchmarks (2021)
Erika Bondareva, Elín Rós Hauksdóttir, Cecilia Mascolo
Earables for Detection of Bruxism: a Feasibility Study. UbiComp/ISWC Adjunct (2021)
Erika Bondareva, Jing Han, William Bradlow, Cecilia Mascolo
Segmentation-free Heart Pathology Detection Using Deep Learning. EMBC (2021)
Erika Bondareva, Elín Rós Hauksdóttir, Cecilia Mascolo
Earables for Detection of Bruxism: a Feasibility Study. CoRR (2021)
Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Ting Dang, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo
Sounds of COVID-19: exploring realistic performance of audio-based digital testing. CoRR (2021)