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Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 12, 2023
Uncertainty Estimation with Data Augmentation for Active Learning Tasks on Health DataSotirios Vavaroutas, Lorena Qendro, Cecilia Mascolo
Experimental Biology and Medicine (Maywood, N.J.)|August 17, 2022
Exploring machine learning for audio-based respiratory condition screening: A concise review of databases, methods, and open issuesTong Xia, Jing Han, Cecilia Mascolo
IEEE Journal of Biomedical and Health Informatics|April 20, 2026
Continuous Mobile Audio Monitoring for Sleep Apnea DetectionJing Han, Tong Xia, Cecilia Mascolo
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|March 5, 2025
Emotion Recognition from Speech Signals by Mel-Spectrogram and a CNN-RNNRoneel V Sharan, Cecilia Mascolo, Bjorn W Schuller
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|December 11, 2021
Segmentation-free Heart Pathology Detection Using Deep LearningErika Bondareva, Jing Han, William Bradlow, et al.
Royal Society Open Science|November 29, 2023
Human-centred artificial intelligence for mobile health sensing: challenges and opportunitiesTing Dang, Dimitris Spathis, Abhirup Ghosh, et al.
Patterns (New York, N.Y.)|February 24, 2022
Breaking away from labels: The promise of self-supervised machine learning in intelligent healthDimitris Spathis, Ignacio Perez-Pozuelo, Laia Marques-Fernandez, et al.
Plos One|January 5, 2017
Happier People Live More Active Lives: Using Smartphones to Link Happiness and Physical ActivityNeal Lathia, Gillian M Sandstrom, Cecilia Mascolo, et al.
Scientific Reports|February 25, 2022
Machine learning detects altered spatial navigation features in outdoor behaviour of Alzheimer's disease patientsAbhirup Ghosh, Vaisakh Puthusseryppady, Dennis Chan, et al.
IEEE Journal of Biomedical and Health Informatics|February 6, 2024
Uncertainty-Aware Health Diagnostics via Class-Balanced Evidential Deep LearningTong Xia, Ting Dang, Jing Han, et al.
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