Publications by authors named "Isabel Diez"

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Enhancing detection of epileptic seizures using transfer learning and EEG brain activity signals.
Erol Kına, Ali Raza, Prudhvi Chowdary Are, Carmen Lili Rodriguez Velasco, Julien Brito Ballester, Isabel de la Torre Diez

Comput Struct Biotechnol J· December 2025

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Edge-Based Autonomous Fire and Smoke Detection Using MobileNetV2.
Dilshod Sharobiddinov, Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Gerardo Mendez Mezquita, Debora Libertad Ramírez Vargas

Sensors (Basel)· October 2025

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Predicting Weight Loss Success After Gastric Sleeve Surgery: A Machine Learning-Based Approach.
Mónica Casas Domínguez, Isabel Herrena Montano, Juan José López Gómez, Beatriz Ramos Bachiller, Daniel Antonio de Luis Román

Nutrients· April 2025

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Diagnosing epileptic seizures using combined features from independent components and prediction probability from EEG data.
Madiha Khalid, Ali Raza, Adnan Akhtar, Furqan Rustam, Julien Brito Ballester

Digit Health· November 2024

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Decoding Brain Signals from Rapid-Event EEG for Visual Analysis Using Deep Learning.
Madiha Rehman, Humaira Anwer, Helena Garay, Josep Alemany-Iturriaga, Isabel De la Torre Díez

Sensors (Basel)· October 2024

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Smart Physiotherapy: Advancing Arm-Based Exercise Classification with PoseNet and Ensemble Models.
Shahzad Hussain, Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Josep Alemany Iturriaga

Sensors (Basel)· September 2024

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Therapeutic Exercise Recognition Using a Single UWB Radar with AI-Driven Feature Fusion and ML Techniques in a Real Environment.
Shahzad Hussain, Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Josep Alemany Iturriaga

Sensors (Basel)· August 2024

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Novel model to authenticate role-based medical users for blockchain-based IoMT devices.
Muhammad Shehzad Aslam, Ayesha Altaf, Faiza Iqbal, Natasha Nigar, Juan Castanedo Galán

PLoS One· July 2024

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A deep learning approach for Named Entity Recognition in Urdu language.
Rimsha Anam, Muhammad Waqas Anwar, Muhammad Hasan Jamal, Usama Ijaz Bajwa, Isabel de la Torre Diez

PLoS One· April 2024

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Design and development of patient health tracking, monitoring and big data storage using Internet of Things and real time cloud computing.
Imran Shafi, Sadia Din, Siddique Farooq, Isabel de la Torre Díez, Jose Breñosa

PLoS One· March 2024

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Prevalence and impact of long COVID-19 among patients with diabetes and cardiovascular diseases in Bangladesh.
Nadim Sharif, Nazmul Sharif, Afsana Khan, Ibrahim F Halawani, Fuad M Alzahrani

Front Public Health· February 2024

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Efficacy of a vaginal suppository formulation prepared with (Lam.) Willd. gum and (L.) J. Presl. in heavy menstrual bleeding analyzed using a machine learning technique.
Mohamed Joonus Aynul Fazmiya, Arshiya Sultana, Md Belal Bin Heyat, Saba Parveen, Khaleequr Rahman

Front Pharmacol· February 2024

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Blockchain based transparent and reliable framework for wheat crop supply chain.
Muhammad Shoaib Farooq, Zain Khalid Ansari, Atif Alvi, Furqan Rustam, Isabel De La Torre Díez

PLoS One· January 2024

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Analyzing patients satisfaction level for medical services using twitter data.
Muhammad Usman, Muhammad Mujahid, Furqan Rustam, EmmanuelSoriano Flores, Juan Luis Vidal Mazón

PeerJ Comput Sci· January 2024

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Prevalence and genetic diversity of rotavirus in Bangladesh during pre-vaccination period, 1973-2023: a meta-analysis.
Nadim Sharif, Nazmul Sharif, Afsana Khan, Irma Domínguez Azpíroz, Raquel Martínez Diaz

Front Immunol· December 2023

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Molecular epidemiology, transmission and clinical features of 2022-mpox outbreak: A systematic review.
Nadim Sharif, Nazmul Sharif, Khalid J Alzahrani, Ibrahim F Halawani, Fuad M Alzahrani

Health Sci Rep· October 2023

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Voxel Extraction and Multiclass Classification of Identified Brain Regions across Various Stages of Alzheimer's Disease Using Machine Learning Approaches.
Samra Shahzadi, Naveed Anwer Butt, Muhammad Usman Sana, Iñaki Elío Pascual, Mercedes Briones Urbano

Diagnostics (Basel)· September 2023

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Empowering Lower Limb Disorder Identification through PoseNet and Artificial Intelligence.
Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Muhammad Amjad Raza, Santos Gracia Villar, Luis Alonso Dzul Lopez, Isabel de la Torre Diez

Diagnostics (Basel)· September 2023

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Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning.
Hafeez Ur Rehman Siddiqui, Faizan Younas, Furqan Rustam, Emmanuel Soriano Flores, Julién Brito Ballester, Isabel de la Torre Diez

Sensors (Basel)· August 2023

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Multidrug resistance pattern and molecular epidemiology of pathogens among children with diarrhea in Bangladesh, 2019-2021.
Nadim Sharif, Shamsun Nahar Ahmed, Shamim Khandaker, Nuzhat Haque Monifa, Ali Abusharha

Sci Rep· August 2023

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FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas.
J V Bibal Benifa, Channabasava Chola, Abdullah Y Muaad, Mohd Ammar Bin Hayat, Md Belal Bin Heyat

Sensors (Basel)· July 2023

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IoTTPS: Ensemble RKSVM Model-Based Internet of Things Threat Protection System.
Urooj Akram, Wareesa Sharif, Mobeen Shahroz, Muhammad Faheem Mushtaq, Daniel Gavilanes Aray, Isabel de la Torre Diez

Sensors (Basel)· July 2023

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Teeth Lesion Detection Using Deep Learning and the Internet of Things Post-COVID-19.
Imran Shafi, Muhammad Sajad, Anum Fatima, Daniel Gavilanes Aray, Vivían Lipari, Isabel de la Torre Diez

Sensors (Basel)· July 2023

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Resilience Optimization of Post-Quantum Cryptography Key Encapsulation Algorithms.
Sana Farooq, Ayesha Altaf, Faiza Iqbal, Ernesto Bautista Thompson, Debora Libertad Ramírez Vargas

Sensors (Basel)· June 2023

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A Comprehensive Review of Recent Advances in Artificial Intelligence for Dentistry E-Health.
Imran Shafi, Anum Fatima, Hammad Afzal, Isabel de la Torre Díez, Vivian Lipari

Diagnostics (Basel)· June 2023

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