Synchrony-based Depression Score Aggregation from Single-Modality Models. - Le Ngu Nguyen; Manuel Lage Cañellas; Constantino Álvarez Casado; Xiaoting Wu; Miguel Bordallo López (UbiComp/ISWC Adjunct, 2022)

Improving Depression estimation from facial videos with face alignment, training optimization and scheduling. - Manuel Lage Cañellas; Constantino Álvarez Casado; Le Ngu Nguyen; Miguel Bordallo López (CoRR, 2022)

Estimating exercise-induced fatigue from thermal facial images. - Manuel Lage Cañellas; Constantino Álvarez Casado; Le Ngu Nguyen; Miguel Bordallo López (CoRR, 2023)

Audio-Based Classification of Respiratory Diseases using Advanced Signal Processing and Machine Learning for Assistive Diagnosis Support. - Constantino Álvarez Casado; Manuel Lage Cañellas; Matteo Pedone; Xiaoting Wu; Miguel Bordallo López (CoRR, 2023)

Depression Recognition Using Remote Photoplethysmography From Facial Videos. - Constantino Álvarez Casado; Manuel Lage Cañellas; Miguel Bordallo López (IEEE Trans. Affect. Comput., 2023)

Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes. - Constantino Álvarez Casado; Manuel Lage Cañellas; Matteo Pedone; Xiaoting Wu; Le Nguyen; Miguel Bordallo López (EUSIPCO, 2024)

Estimating Exercise-Induced Fatigue from Thermal Facial Images. - Manuel Lage Cañellas; Constantino Álvarez Casado; Le Nguyen; Miguel Bordallo López (ICASSP, 2024)

Multi-objective Feature Selection in Remote Health Monitoring Applications. - Le Ngu Nguyen; Constantino Álvarez Casado; Manuel Lage Cañellas; Anirban Mukherjee; Nhi Nguyen; Dinesh Babu Jayagopi; Miguel Bordallo López (CoRR, 2024)

OMuSense-23: A Multimodal Dataset for Contactless Breathing Pattern Recognition and Biometric Analysis. - Manuel Lage Cañellas; Le Nguyen; Anirban Mukherjee; Constantino Álvarez Casado; Xiaoting Wu; Praneeth Susarla; Sasan Sharifipour; Dinesh Babu Jayagopi; Miguel Bordallo López (CoRR, 2024)

Non-contact multimodal indoor human monitoring systems: A survey. - Le Ngu Nguyen; Praneeth Susarla; Anirban Mukherjee; Manuel Lage Cañellas; Constantino Álvarez Casado; Xiaoting Wu; Olli Silvén; Dinesh Babu Jayagopi; Miguel Bordallo López (Inf. Fusion, 2024)

CSI2Depth: Spatio-Temporal Depth Images from Wi-Fi CSI Data via Transformer Networks and Conditional Generative Adversarial Networks. - Constantino Álvarez Casado; Manuel Lage Cañellas; Janne Mustaniemi; Matteo Pedone; Olli Silvén; Miguel Bordallo López (SCIA (1), 2025)

Comparative Analysis of rPPG and Motion-Based Approaches for Heart and Respiration Rate Estimation from Videos. - Nhi Nguyen; Constantino Álvarez Casado; Le Ngu Nguyen; Manuel Lage Cañellas; Miguel Bordallo López (SCIA (2), 2025)

A self-supervised multimodal framework for 1D physiological data fusion in remote health monitoring. - Manuel Lage Cañellas; Constantino Álvarez Casado; Le Ngu Nguyen; Miguel Bordallo López (Inf. Fusion, 2025)