Context awareness in WBANs: a survey on medical and non-medical applications. - Diana P. Tobón; Tiago H. Falk; Martin Maier 001 (IEEE Wirel. Commun., 2013)

Online ECG quality assessment for context-aware wireless body area networks. - Diana P. Tobón; Tiago H. Falk (CCECE, 2015)

Adaptive Modulation Spectral Filtering for Improved Electrocardiogram Quality Enhancement. - Diana P. Tobón; Tiago H. Falk (CinC, 2016)

MS-QI: A Modulation Spectrum-Based ECG Quality Index for Telehealth Applications. - Diana P. Tobón; Tiago H. Falk; Martin Maier 001 (IEEE Trans. Biomed. Eng., 2016)

Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals. - Diana P. Tobón; Srinivasan Jayaraman; Tiago H. Falk (BSN, 2017)

EER Calculation and DET Approximation in a Multi-Threshold Biometric System. - Juan Sebastian Arteaga-Falconi; Diana P. Tobón; Abdulmotaleb El-Saddik (MeMeA, 2018)

Hyper-Parameter Optimization for Emotion Detection using Physiological Signals. - Amani Albraikan; Diana P. Tobón; Abdulmotaleb El-Saddik (PerCom Workshops, 2018)

Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement. - Diana P. Tobón; Tiago H. Falk (IEEE J. Biomed. Health Informatics, 2018)

Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera. - Xiaocong Ma; Diana P. Tobón; Abdulmotaleb El-Saddik (ICSM, 2019)

Emotional States Detection Approaches Based on Physiological Signals for Healthcare Applications: A Review. - Diana P. Tobón; Abdulmotaleb El-Saddik (Connected Health in Smart Cities, 2020)

Deep Learning (DL)-Enabled System for Emotional Big Data. - Haopeng Wang; Diana P. Tobón; M. Shamim Hossain; Abdulmotaleb El-Saddik (IEEE Access, 2021)

A Machine Learning Approach as an Aid for Early COVID-19 Detection. - Roberto Martinez-Velazquez; Diana P. Tobón; Alejandro Sanchez; Abdulmotaleb El-Saddik; Emil M. Petriu (Sensors, 2021)

Characterisation of path loss models in wireless sensor networks: scenarios, variables, and open problems. - Mauricio González-Palacio; Lina María Sepúlveda-Cano; Diana P. Tobón; Cesar A. Azurdia-Meza (Int. J. Ultra Wideband Commun. Syst., 2022)

Special issue deep learning for multimedia healthcare. - M. Shamim Hossain; Josu Bilbao; Diana P. Tobón; Ghulam Muhammad; Abdulmotaleb El-Saddik (Multim. Syst., 2022)

Deep learning in multimedia healthcare applications: a review. - Diana P. Tobón; M. Shamim Hossain; Ghulam Muhammad; Josu Bilbao; Abdulmotaleb El-Saddik (Multim. Syst., 2022)

Towards a Machine Learning-Based Digital Twin for Non-Invasive Human Bio-Signal Fusion. - Izaldein Al-Zyoud; Fedwa Laamarti; Xiaocong Ma; Diana P. Tobón; Abdulmotaleb El-Saddik (Sensors, 2022)

Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note. - Abhishek Tiwari 003; Raymundo Cassani; Shruti Rajendra Kshirsagar; Diana P. Tobón; Yi Zhu 011; Tiago H. Falk (Sensors, 2022)

Special Section on AI-empowered Multimedia Data Analytics for Smart Healthcare. - M. Shamim Hossain; Rita Cucchiara; Ghulam Muhammad; Diana P. Tobón; Abdulmotaleb El-Saddik (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Development of a Wearable Device for Analyzing Plantar Load in the Human Gait Cycle. - Mariana Alegria; Citlali Alvarado; Mariana Ballesteros 001; Diana Tobón-Vallejo; David Cruz-Ortiz (ICCMA, 2023)

Machine-Learning-Based Combined Path Loss and Shadowing Model in LoRaWAN for Energy Efficiency Enhancement. - Mauricio González-Palacio; Diana Tobón-Vallejo; Lina María Sepúlveda-Cano; Santiago Rúa; Long Bao Le (IEEE Internet Things J., 2023)

LoRaWAN Path Loss Measurements in an Urban Scenario including Environmental Effects. - Mauricio González-Palacio; Diana Tobón-Vallejo; Lina María Sepúlveda-Cano; Santiago Rúa; Giovanni Pau 002; Long Bao Le (Data, 2023)

Advances of machine learning in IoT-cloud for healthcare. - M. Shamim Hossain; Josu Bilbao; Diana P. Tobón; Abdulmotaleb El-Saddik (Computing, 2023)

Anomaly classification in industrial Internet of things: A review. - Martha Rodríguez; Diana P. Tobón; Danny Múnera (Intell. Syst. Appl., 2023)

Machine-Learning-Assisted Transmission Power Control for LoRaWAN Considering Environments With High Signal- to -Noise Variation. - Mauricio González-Palacio; Diana Tobón-Vallejo; Lina María Sepúlveda-Cano; Mario Mauricio; Christof Röhrig; Long Bao Le (IEEE Access, 2024)

Guest Editorial of the Special Section on Digital Twin and Metaverse for Consumer Health (MCH). - M. Shamim Hossain; Diana P. Tobón; Josu Bilbao; Abdulmotaleb El-Saddik (IEEE Trans. Consumer Electron., 2024)

A framework for anomaly classification in Industrial Internet of Things systems. - Martha Rodríguez; Diana P. Tobón; Danny Múnera (Internet Things, 2025)