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I. de la Torre Díez · SciRah

Researcher profile · Semantic Scholar

I. de la Torre Díez

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I. de la Torre Díez — researcher profile on SciRah

h-index: 41
Works: 215
Citations: 5,486

Most-cited papers

Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering
Muhammad Mujahid, Erol Kına, F. Rustam, Mónica Gracia Villar +3 more
2024Journal of Big Data233 citations Open access
Semantic Scholar
A Lesion-Based Diabetic Retinopathy Detection Through Hybrid Deep Learning Model
Ayesha Jabbar, Hannan Bin Liaqat, Aftab Akram, Muhammad Usman Sana +3 more
2024IEEE Access104 citations Open access
Semantic Scholar
Efficient deep learning-based approach for malaria detection using red blood cell smears
Muhammad Mujahid, F. Rustam, Rahman Shafique, Elizabeth Caro Montero +3 more
2024Scientific Reports92 citations Open access
Semantic Scholar
Enhancing Early Detection of Diabetic Retinopathy Through the Integration of Deep Learning Models and Explainable Artificial Intelligence
Kazi Ahnaf Alavee, Mehedi Hasan, Abu Hasnayen Zillanee, Moin Mostakim +5 more
2024IEEE Access89 citations Open access
Semantic Scholar
Pneumonia Detection Using Chest Radiographs With Novel EfficientNetV2L Model
Mudasir Ali, Mobeen Shahroz, Urooj Akram, M. F. Mushtaq +4 more
2024IEEE Access86 citations Open access
Semantic Scholar
Lung Sound Classification With Multi-Feature Integration Utilizing Lightweight CNN Model
Thinira Wanasinghe, Sakuni Bandara, Supun Madusanka, D. Meedeniya +2 more
2024IEEE Access75 citations Open access
Semantic Scholar
Analyzing Sentiments Regarding ChatGPT Using Novel BERT: A Machine Learning Approach
R. Sudheesh, Muhammad Mujahid, F. Rustam, Rahman Shafique +5 more
2023Inf.60 citations Open access
Semantic Scholar
A Comprehensive Review of Recent Advances in Artificial Intelligence for Dentistry E-Health
Imran Shafi, Anum Fatima, H. Afzal, I. de la Torre Díez +3 more
2023Diagnostics59 citations Open access
Semantic Scholar
Deep Learning-Based Multiclass Instance Segmentation for Dental Lesion Detection
Anum Fatima, Imran Shafi, H. Afzal, Khawar Mahmood +4 more
2023Healthcare56 citations Open access
Semantic Scholar
Breast Cancer Prediction Using Fine Needle Aspiration Features and Upsampling with Supervised Machine Learning
Rahman Shafique, F. Rustam, Gyu Sang Choi, I. de la Torre Díez +4 more
2023Cancers56 citations Open access
Semantic Scholar
Novel transfer learning based bone fracture detection using radiographic images
Aneeza Alam, A. S. Al-Shamayleh, N. Thalji, Ali Raza +4 more
2025BMC Medical Imaging53 citations Open access
Semantic Scholar
Image Watermarking Using Least Significant Bit and Canny Edge Detection
Zaid Bin Faheem, Abid Ishaq, F. Rustam, I. de la Torre Díez +3 more
2023Italian National Conference on Sensors45 citations Open access
Semantic Scholar
Transformer-based ECG classification for early detection of cardiac arrhythmias
Sunnia Ikram, Amna Ikram, H. Singh, Malik Daler Ali Awan +4 more
2025Frontiers in Medicine42 citations
Semantic Scholar
Software Cost and Effort Estimation: Current Approaches and Future Trends
Chaudhry Hamza Rashid, Imran Shafi, Jamil Ahmad, Ernesto Bautista Thompson +3 more
2023IEEE Access42 citations Open access
Semantic Scholar
A novel and efficient digital image steganography technique using least significant bit substitution
Shahid Rahman, Jamal Uddin, Hameed Hussain, Sabir Shah +5 more
2025Scientific Reports40 citations
Semantic Scholar
Unravelling the complexities of depression with medical intelligence: exploring the interplay of genetics, hormones, and brain function
Md Belal Bin Heyat, Faijan Akhtar, F. Munir, A. Sultana +8 more
2024Complex & Intelligent Systems39 citations Open access
Semantic Scholar
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, I. de la Torre Díez +3 more
2024PLoS ONE37 citations Open access
Semantic Scholar
Blockchain-Modeled Edge-Computing-Based Smart Home Monitoring System with Energy Usage Prediction
Faiza Iqbal, Ayesha Altaf, Zeest Waris, Daniel Gavilanes Aray +3 more
2023Italian National Conference on Sensors37 citations Open access
Semantic Scholar
Enhancing Cricket Performance Analysis with Human Pose Estimation and Machine Learning
Hafeez Ur Rehman Siddiqui, Faizan Younas, F. Rustam, E. Flores +4 more
2023Italian National Conference on Sensors34 citations Open access
Semantic Scholar
Resilience Optimization of Post-Quantum Cryptography Key Encapsulation Algorithms
Sana Farooq, Ayesha Altaf, Faiza Iqbal, Ernesto Bautista Thompson +3 more
2023Italian National Conference on Sensors31 citations Open access
Semantic Scholar
Molecular epidemiology, transmission and clinical features of 2022‐mpox outbreak: A systematic review
N. Sharif, Nazmul Sharif, K. Alzahrani, Ibrahim F. Halawani +6 more
2023Health Science Reports29 citations Open access
Semantic Scholar
IoST-Enabled Robotic Arm Control and Abnormality Prediction Using Minimal Flex Sensors and Gaussian Mixture Models
Tajim Md. Niamat Ullah Akhund, Z. Shaikh, I. de la Torre Díez, M. Gafar +5 more
2024IEEE Access28 citations Open access
Semantic Scholar
A Review of Approaches for Rapid Data Clustering: Challenges, Opportunities, and Future Directions
Mahnoor, Imran Shafi, Mahnoor Chaudhry, Elizabeth Caro Montero +4 more
2024IEEE Access28 citations Open access
Semantic Scholar
Systematic Review of Machine Learning applied to the Prediction of Obesity and Overweight
Antonio Ferreras, Sandra Sumalla-Cano, Rosmeri Martínez-Licort, I. Elío +5 more
2023Journal of medical systems26 citations
Semantic Scholar
Internet of Things in Pregnancy Care Coordination and Management: A Systematic Review
Mohammad Mobarak Hossain, M. A. Kashem, Md. Monirul Islam, Md Sahidullah +6 more
2023Italian National Conference on Sensors23 citations Open access
Semantic Scholar
FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas
J. V. Bibal Benifa, C. Chola, A. Muaad, Mohd Ammar Bin Hayat +8 more
2023Italian National Conference on Sensors23 citations Open access
Semantic Scholar
Adaptive Filtering: Issues, Challenges, and Best-Fit Solutions Using Particle Swarm Optimization Variants
Arooj Khan, Imran Shafi, Sajid Gul Khawaja, I. de la Torre Díez +3 more
2023Italian National Conference on Sensors22 citations Open access
Semantic Scholar
Predicting microbe organisms using data of living micro forms of life and hybrid microbes classifier
Ali Raza, F. Rustam, Hafeez Ur Rehman Siddiqui, I. de la Torre Díez +1 more
2023PLoS ONE22 citations Open access
Semantic Scholar
The Interplay of Lean Six Sigma, Industry 4.0, and Dynamic Capabilities: Pathways to Sustainable Competitive Advantage in North African Context
Hanane Rifqi, I. de la Torre Díez, Elizabeth Caro Montero, Eduardo Silva Alvarado
2024IEEE Access21 citations Open access
Semantic Scholar
Teeth Lesion Detection Using Deep Learning and the Internet of Things Post-COVID-19
Imran Shafi, Muhammad Sajad, Anum Fatima, Daniel Gavilanes Aray +3 more
2023Italian National Conference on Sensors21 citations Open access
Semantic Scholar
Evolving epidemiology, clinical features, and genotyping of dengue outbreaks in Bangladesh, 2000–2024: a systematic review
N. Sharif, Rubayet Rayhan Opu, Tama Saha, A. Masud +7 more
2024Frontiers in Microbiology20 citations
Semantic Scholar
Obstacle Detection and Warning System for Visually Impaired Using IoT Sensors
Sunnia Ikram, Imran Sarwar Bajwa, Amna Ikram, I. de la Torre Díez +2 more
2025IEEE Access19 citations Open access
Semantic Scholar
Feature optimization and machine learning for predicting students’ academic performance in higher education institutions
Aom Perkash, Qaisar Shaheen, Robina Saleem, F. Rustam +4 more
2024Education and Information Technologies : Official Journal of the IFIP technical committee on Education19 citations
Semantic Scholar
Blockchain based transparent and reliable framework for wheat crop supply chain
M. Farooq, Zain Khalid Ansari, A. Alvi, F. Rustam +4 more
2024PLoS ONE18 citations Open access
Semantic Scholar
Deep Learning Approaches for Image Captioning: Opportunities, Challenges and Future Potential
A. Jamil, Saif-Ur-Rehman, Khalid Mahmood, Mónica Gracia Villar +4 more
2024IEEE Access18 citations Open access
Semantic Scholar
Efficacy and classification of Sesamum indicum linn seeds with Rosa damascena mill oil in uncomplicated pelvic inflammatory disease using machine learning
Sumbul, A. Sultana, Md Belal Bin Heyat, Khaleequr Rahman +7 more
2024Frontiers in Chemistry17 citations Open access
Semantic Scholar
A Detectability Analysis of Retinitis Pigmetosa Using Novel SE-ResNet Based Deep Learning Model and Color Fundus Images
Rubina Rashid, Waqar Aslam, A. Mehmood, Débora Libertad Ramírez Vargas +2 more
2024IEEE Access17 citations Open access
Semantic Scholar
Exploring factors influencing the severity of pregnancy anemia in India: a study using proportional odds model
Iffat Ara Talin, Mahmudul Hasan Abid, Md Abdus Samad, Irma Domínguez Azpíroz +3 more
2023Scientific Reports17 citations Open access
Semantic Scholar
Efficacy of a vaginal suppository formulation prepared with Acacia arabica (Lam.) Willd. gum and Cinnamomum camphora (L.) J. Presl. in heavy menstrual bleeding analyzed using a machine learning technique
Mohamed Joonus Aynul Fazmiya, A. Sultana, Md Belal Bin Heyat, Saba Parveen +8 more
2024Frontiers in Pharmacology16 citations Open access
Semantic Scholar
Lung Sound Classification for Respiratory Disease Identification Using Deep Learning: A Survey
Thinira Wanasinghe, Sakuni Bandara, Supun Madusanka, D. Meedeniya +2 more
2024Int. J. Online Biomed. Eng.16 citations Open access
Semantic Scholar
An Artificial Neural Network-Based Approach for Real-Time Hybrid Wind–Solar Resource Assessment and Power Estimation
Imran Shafi, Harris Khan, Muhammad Siddique Farooq, I. de la Torre Díez +3 more
2023Energies16 citations Open access
Semantic Scholar
An Approach to Detect Chronic Obstructive Pulmonary Disease Using UWB Radar-Based Temporal and Spectral Features
H. Siddiqui, Ali Raza, Adil Ali Saleem, F. Rustam +5 more
2023Diagnostics15 citations Open access
Semantic Scholar
Edge-Based Autonomous Fire and Smoke Detection Using MobileNetV2
Dilshod Sharobiddinov, Hafeez Ur Rehman Siddiqui, Adil Ali Saleem, Gerardo Mendez Mezquita +2 more
2025Italian National Conference on Sensors12 citations Open access
Semantic Scholar
Decoding Brain Signals from Rapid-Event EEG for Visual Analysis Using Deep Learning
Madiha Rehman, Humaira Anwer, Helena Garay, Josep Alemany-Iturriaga +3 more
2024Italian National Conference on Sensors12 citations Open access
Semantic Scholar
Ensemble Partition Sampling (EPS) for Improved Multi-Class Classification
Brahim Jabir, I. de la Torre Díez, Ernesto Bautista Thompson, Débora Libertad Ramírez Vargas +1 more
2023IEEE Access11 citations Open access
Semantic Scholar
Novel model to authenticate role-based medical users for blockchain-based IoMT devices
M. Aslam, Ayesha Altaf, Faiza Iqbal, Natasha Nigar +4 more
2024PLoS ONE10 citations Open access
Semantic Scholar
A deep learning approach for Named Entity Recognition in Urdu language
Rimsha Anam, Muhammad Waqas Anwar, M. H. Jamal, U. I. Bajwa +4 more
2024PLoS ONE9 citations Open access
Semantic Scholar
Efficient Blood Cell Classification Using a Hybrid Variational Quantum Circuit–EfficientNet Model on BloodMNIST
Eman A. Radhi, M. Mohammed, Fatma Eid, I. de la Torre Díez
2025Journal of Artificial Intelligence in Medical Applications8 citations Open access
Semantic Scholar
An Energy-Efficient Technique to Secure Internet of Things Devices Using Blockchain
Hira Zaheer, Muhammad Shoaib, Faiza Iqbal, Shazia Arshad +4 more
2024Journal of Network and Systems Management8 citations
Semantic Scholar
Prevalence and genetic diversity of rotavirus in Bangladesh during pre-vaccination period, 1973-2023: a meta-analysis
N. Sharif, Nazmul Sharif, A. Khan, Irma Domínguez Azpíroz +4 more
2023Frontiers in Immunology8 citations Open access
Semantic Scholar

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