Automatic colon polyp detection using Convolutional encoder-decoder model. - Ornela Bardhi; Daniel Sierra-Sosa; Begonya Garcia-Zapirain; Adel Elmaghraby (ISSPIT, 2017)

Simulation and development of a system for the analysis of pressure ulcers. - Cristina Diaz; Begoña García Zapirain; Cristian Castillo; Daniel Sierra-Sosa; Adel Elmaghraby; Paul J. Kim (ISSPIT, 2017)

A Semi-Automatic System for Data Management and Cleaning. - Mohsen Asghari; Daniel Sierra-Sosa; Adel Elmaghraby (ISSPIT, 2018)

Trends on Health in Social Media: Analysis using Twitter Topic Modeling. - Mohsen Asghari; Daniel Sierra-Sosa; Adel Elmaghraby (ISSPIT, 2018)

Colon Polyp Segmentation Using Texture Analysis. - Alain Sánchez-González; Begonya Garcia-Zapirain; Daniel Sierra-Sosa; Adel Elmaghraby (ISSPIT, 2018)

Morphological Analysis of Pressure Injury Images. - Daniel Sierra-Sosa; David Ortiz-Puerta; Begoña García Zapirain; Adel Elmaghraby (ISSPIT, 2018)

Automatized colon polyp segmentation via contour region analysis. - Alain Sánchez-González; Begoña García Zapirain; Daniel Sierra-Sosa; Adel Elmaghraby (Comput. Biol. Medicine, 2018)

Tissue classification and segmentation of pressure injuries using convolutional neural networks. - Sofia Zahia; Daniel Sierra-Sosa; Begonya Garcia-Zapirain; Adel Elmaghraby (Comput. Methods Programs Biomed., 2018)

Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. - Carlos Salinas Alvarez; Daniel Sierra-Sosa; Begonya Garcia-Zapirain; Deborah Yoder-Himes; Adel Elmaghraby (Sensors, 2019)

Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. - Daniel Sierra-Sosa; Begonya Garcia-Zapirain; Cristian Castillo; Ibon Ruiz Oleagordia; Roberto Nuño-Solinis; Maider Urtaran-Laresgoiti; Adel Elmaghraby (IEEE Trans. Ind. Informatics, 2019)

Qiskit n-Bitstring Quantum Half-adder and Half-substractor. - Alejandro Giraldo-Quintero; Daniel Sierra-Sosa; Juan Guillermo Lalinde Pulido (ISSPIT, 2020)

Machine learning applied to diabetes dataset using Quantum versus Classical computation. - Danyal Maheshwari; Begoña García Zapirain; Daniel Sierra-Sosa (ISSPIT, 2020)

Determining Fall direction and severity using SVMs. - Abbas Shah Syed; Anup Kumar; Daniel Sierra-Sosa; Adel Said Elmaghraby (ISSPIT, 2020)

TensorFlow Quantum: Impacts of Quantum State Preparation on Quantum Machine Learning Performance. - Daniel Sierra-Sosa; Michael Telahun; Adel Elmaghraby (IEEE Access, 2020)

Malicious Text Identification: Deep Learning from Public Comments and Emails. - Asma Baccouche; Sadaf Ahmed; Daniel Sierra-Sosa; Adel Elmaghraby (Inf., 2020)

A topic modeling framework for spatio-temporal information management. - Mohsen Asghari; Daniel Sierra-Sosa; Adel Said Elmaghraby (Inf. Process. Manag., 2020)

Deep Learning Models for Colorectal Polyps. - Ornela Bardhi; Daniel Sierra-Sosa; Begonya Garcia-Zapirain; Luis Bujanda (Inf., 2021)

Aggregate density-based concept drift identification for dynamic sensor data models. - Mohsen Asghari; Daniel Sierra-Sosa; Michael Telahun; Anup Kumar; Adel Said Elmaghraby (Neural Comput. Appl., 2021)

Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models. - Babak Joze Abbaschian; Daniel Sierra-Sosa; Adel Elmaghraby (Sensors, 2021)

A Hierarchical Approach to Activity Recognition and Fall Detection Using Wavelets and Adaptive Pooling. - Abbas Shah Syed; Daniel Sierra-Sosa; Anup Kumar; Adel Elmaghraby (Sensors, 2021)

Cross dataset non-binary fall detection using a ConvLSTM-attention network. - Abbas Shah Syed; Daniel Sierra-Sosa; Anup Kumar; Adel Said Elmaghraby (GLOBECOM (Workshops), 2022)

Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review. - Danyal Maheshwari; Begonya Garcia-Zapirain; Daniel Sierra-Sosa (IEEE Access, 2022)

Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset. - Danyal Maheshwari; Daniel Sierra-Sosa; Begonya Garcia-Zapirain (IEEE Access, 2022)

Multi-layer data integration technique for combining heterogeneous crime data. - Sadaf Ahmed; Monica Gentili; Daniel Sierra-Sosa; Adel Said Elmaghraby (Inf. Process. Manag., 2022)

BINER: A low-cost biomedical named entity recognition. - Mohsen Asghari; Daniel Sierra-Sosa; Adel Said Elmaghraby (Inf. Sci., 2022)

A Deep Convolutional Neural Network-XGB for Direction and Severity Aware Fall Detection and Activity Recognition. - Abbas Shah Syed; Daniel Sierra-Sosa; Anup Kumar; Adel Elmaghraby (Sensors, 2022)

Making Cities Smarter - Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints. - Abbas Shah Syed; Daniel Sierra-Sosa; Anup Kumar; Adel Elmaghraby (Sensors, 2022)

Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays. - Pierre Decoodt; Tan Jun Liang; Soham Bopardikar; Hemavathi Santhanam; Alfaxad Eyembe; Begonya Garcia-Zapirain; Daniel Sierra-Sosa (J. Imaging, 2023)

Data rotation and its influence on quantum encoding. - Daniel Sierra-Sosa; Soham Pal; Michael Telahun (Quantum Inf. Process., 2023)

Geometric Analysis for QSVM Application using Kullback-Leibler Divergence. - A. Monroy-Azpeitia; Alberto Maldonado-Romo; Daniel Sierra-Sosa; Jesús Yaljá Montiel-Pérez (QCE, 2024)

Dementia Insights: A Context-Based MultiModal Approach. - Sahar Sinene Mehdoui; Abdelhamid Bouzid; Daniel Sierra-Sosa; Adel Elmaghraby (CoRR, 2025)