Works by Puig, Domenec

Results: 53

Personalized balance games for children with cerebral palsy: A pilot study.

Published in:

Journal of Pediatric Rehabilitation Medicine, 2021, v. 14, n. 2, p. 237, doi. 10.3233/PRM-190666

By:

Kachmar, Oleh;
Kushnir, Anna;
Fedchyshyn, Bohdana;
Cristiano, Julián;
O'Flaherty, John;
Helland, Kjetil;
Johnson, Gordon;
Puig, Domenec;
Gaebler-Spira, Deborah;
Green, Michael

Publication type:

Article

Online dimensionality reduction through stacked generalization of spectral methods with deep networks: Online dimensionality reduction through stacked generalization...: J.C. Alvarado-Pérez et al.

Published in:

Machine Learning, 2025, v. 114, n. 5, p. 1, doi. 10.1007/s10994-024-06715-8

By:

Alvarado-Pérez, Juan Carlos;
Garcia, Miguel Angel;
Puig, Domènec

Publication type:

Article

Reliable Scene Recognition Approach for Mobile Robots with Limited Resources Based on Deep Learning and Neuro-Fuzzy Inference.

Published in:

Traitement du Signal, 2022, v. 39, n. 4, p. 1255, doi. 10.18280/ts.390418

By:

Singh, Aditya;
Pandey, Padmakar;
Puig, Domenec;
Nandi, Gora Chand;
Abdel-Nasser, Mohammed

Publication type:

Article

Efficient Multi-Organ Multi-Center Cell Nuclei Segmentation Method Based on Deep Learnable Aggregation Network.

Published in:

Traitement du Signal, 2021, v. 38, n. 3, p. 653, doi. 10.18280/ts.380312

By:

Hassan, Loay;
Saleh, Adel;
Abdel-Nasser, Mohamed;
Omer, Osama A.;
Puig, Domenec

Publication type:

Article

Validation of a Deep Learning Algorithm for Diabetic Retinopathy.

Published in:

Telemedicine & e-Health, 2020, v. 26, n. 8, p. 1001, doi. 10.1089/tmj.2019.0137

By:

Romero-Aroca, Pedro;
Verges-Puig, Raquel;
de la Torre, Jordi;
Valls, Aida;
Relaño-Barambio, Naiara;
Puig, Domenec;
Baget-Bernaldiz, Marc

Publication type:

Article

Maternal Nutritional Factors Enhance Birthweight Prediction: A Super Learner Ensemble Approach.

Published in:

Information (2078-2489), 2024, v. 15, n. 11, p. 714, doi. 10.3390/info15110714

By:

Mursil, Muhammad;
Rashwan, Hatem A.;
Cavallé-Busquets, Pere;
Santos-Calderón, Luis A.;
Murphy, Michelle M.;
Puig, Domenec

Publication type:

Article

Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs.

Published in:

International Journal of Interactive Multimedia & Artificial Intelligence, 2021, v. 6, n. 6, p. 35, doi. 10.9781/ijimai.2020.10.004

By:

Hassan, Loay;
Saleh, Adel;
Abdel-Nasser, Mohamed;
Omer, Osama A.;
Puig, Domenec

Publication type:

Article

Machine Learning Based Method for Estimating Energy Losses in Large-Scale Unbalanced Distribution Systems with Photovoltaics.

Published in:

International Journal of Interactive Multimedia & Artificial Intelligence, 2020, v. 6, n. 4, p. 157, doi. 10.9781/ijimai.2020.08.002

By:

Mahmoud, Karar;
Abdel-Nasser, Mohamed;
Kashef, Heba;
Puig, Domenec;
Lehtonen, Matti

Publication type:

Article

Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting.

Published in:

Neural Computing & Applications, 2022, v. 34, n. 19, p. 16423, doi. 10.1007/s00521-022-07663-x

By:

Abdulwahab, Saddam;
Rashwan, Hatem A.;
Garcia, Miguel Angel;
Masoumian, Armin;
Puig, Domenec

Publication type:

Article

Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots.

Published in:

Neural Computing & Applications, 2022, v. 34, n. 18, p. 15617, doi. 10.1007/s00521-022-07273-7

By:

Singh, Aditya;
Narula, Raghav;
Rashwan, Hatem A.;
Abdel-Nasser, Mohamed;
Puig, Domenec;
Nandi, G. C.

Publication type:

Article

Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach.

Published in:

Computers (2073-431X), 2023, v. 12, n. 11, p. 220, doi. 10.3390/computers12110220

By:

Hassan, Loay;
Saleh, Adel;
Singh, Vivek Kumar;
Puig, Domenec;
Abdel-Nasser, Mohamed

Publication type:

Article

Robot Assisted Interventions for Individuals with Intellectual Disabilities: Impact on Users and Caregivers.

Published in:

International Journal of Social Robotics, 2019, v. 11, n. 4, p. 631, doi. 10.1007/s12369-019-00527-w

By:

Shukla, Jainendra;
Cristiano, Julián;
Oliver, Joan;
Puig, Domènec

Publication type:

Article

VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment.

Published in:

Neural Computing & Applications, 2024, v. 36, n. 36, p. 23149, doi. 10.1007/s00521-024-10174-6

By:

Khalid, Saif;
Abdulwahab, Saddam;
Stanchi, Oscar Agustín;
Quiroga, Facundo Manuel;
Ronchetti, Franco;
Puig, Domenec;
Rashwan, Hatem A.

Publication type:

Article

Dual-Stream CoAtNet models for accurate breast ultrasound image segmentation.

Published in:

Neural Computing & Applications, 2024, v. 36, n. 26, p. 16427, doi. 10.1007/s00521-024-09963-w

By:

Zaidkilani, Nadeem;
Garcia, Miguel Angel;
Puig, Domenec

Publication type:

Article

A Data-Driven Model to Predict Quality of Life Dimensions of People with Intellectual Disability Based on the GENCAT Scale.

Published in:

Social Indicators Research, 2024, v. 172, n. 1, p. 81, doi. 10.1007/s11205-023-03263-x

By:

Yadav, Gaurav Kumar;
Rashwan, Hatem A.;
Vidales, Benigno Moreno;
Abdel-Nasser, Mohamed;
Oliver, Joan;
Nandi, G. C.;
Puig, Domenec

Publication type:

Article

Designing an adaptive cost function for dynamic human pose predictions.

Published in:

Multimedia Tools & Applications, 2024, v. 83, n. 18, p. 53201, doi. 10.1007/s11042-023-17736-1

By:

Yadav, Gaurav Kumar;
Puig, Domenec;
Nandi, G. C.

Publication type:

Article

Breast Tumor Classification Using Dynamic Ultrasound Sequence Pooling and Deep Transformer Features.

Published in:

International Journal of Advanced Computer Science & Applications, 2024, v. 15, n. 10, p. 1099, doi. 10.14569/ijacsa.2024.01510112

By:

Hassanien, Mohamed A.;
Singh, Vivek Kumar;
Abdel-Nasser, Mohamed;
Puig, Domenec

Publication type:

Article

A Feature Selection Strategy to Optimize Retinal Vasculature Segmentation.

Published in:

Computers, Materials & Continua, 2022, v. 70, n. 2, p. 2971, doi. 10.32604/cmc.2022.020074

By:

Escorcia-Gutierrez, José;
Torrents-Barrena, Jordina;
Gamarra, Margarita;
Madera, Natasha;
Romero-Aroca, Pedro;
Valls, Aida;
Puig, Domenec

Publication type:

Article

A Probabilistic Approach for Breast Boundary Extraction in Mammograms.

Published in:

Computational & Mathematical Methods in Medicine, 2013, p. 1, doi. 10.1155/2013/408595

By:

Aghdam, Hamed Habibi;
Puig, Domenec;
Solanas, Agusti

Publication type:

Article

Toward the prediction of porous membrane permeability from morphological data.

Published in:

Polymer Engineering & Science, 2016, v. 56, n. 1, p. 118, doi. 10.1002/pen.24198

By:

Nurra, Claudia;
Pitol ‐ Filho, Luizildo;
Carraud, Raphaelle;
Pertuz, Said;
Puig, Domènec;
García, Miguel A.;
Salvadó, Joan;
Torras, Carles

Publication type:

Article

Metabolic Signature of Insulin Resistance and Risk of Alzheimer's Disease.

Published in:

Journals of Gerontology Series A: Biological Sciences & Medical Sciences, 2025, v. 80, n. 3, p. 1, doi. 10.1093/gerona/glae283

By:

Gutierrez-Tordera, Laia;
Panisello, Laura;
García-Gonzalez, Pablo;
Ruiz, Agustín;
Cantero, José Luis;
Rojas-Criollo, Melina;
Mursil, Muhammad;
Atienza, Mercedes;
Novau-Ferré, Nil;
Mateu-Fabregat, Javier;
Mostafa, Hamza;
Puig, Domènec;
Folch, Jaume;
Rashwan, Hatem;
Marquié, Marta;
Boada, Mercè;
Papandreou, Christopher;
Bulló, Mònica

Publication type:

Article

Individualized 3D scanning and printing for non-melanoma skin cancer brachytherapy: a financial study for its integration into clinical workflow.

Published in:

Journal of Contemporary Brachytherapy, 2017, v. 9, n. 3, p. 270, doi. 10.5114/jcb.2017.68134

By:

Arenas, Meritxell;
Sabater, Sebastià;
Sintas, Andreu;
Arguís, Monica;
Hernández, Víctor;
Árquez, Miguel;
López, Iolanda;
Rovirosa, Àngeles;
Puig, Doménec

Publication type:

Article

Active contours driven by local and global fitted image models for image segmentation robust to intensity inhomogeneity.

Published in:

PLoS ONE, 2017, v. 12, n. 4, p. 1, doi. 10.1371/journal.pone.0174813

By:

Akram, Farhan;
Garcia, Miguel Angel;
Puig, Domenec

Publication type:

Article

Action representation and recognition through temporal co-occurrence of flow fields and convolutional neural networks.

Published in:

Multimedia Tools & Applications, 2020, v. 79, n. 45/46, p. 34141, doi. 10.1007/s11042-020-09194-w

By:

Rashwan, Hatem A.;
Garcia, Miguel Angel;
Abdulwahab, Saddam;
Puig, Domenec

Publication type:

Article

Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings.

Published in:

Advanced Intelligent Systems (2640-4567), 2024, v. 6, n. 11, p. 1, doi. 10.1002/aisy.202400178

By:

Alvarado‐Pérez, Juan Carlos;
Garcia, Miguel Angel;
Puig, Domenec

Publication type:

Article

Efficient Stain-Aware Nuclei Segmentation Deep Learning Framework for Multi-Center Histopathological Images.

Published in:

Electronics (2079-9292), 2021, v. 10, n. 8, p. 954, doi. 10.3390/electronics10080954

By:

Hassan, Loay;
Abdel-Nasser, Mohamed;
Saleh, Adel;
A. Omer, Osama;
Puig, Domenec

Publication type:

Article

Breast Cancer Detection in Thermal Infrared Images Using Representation Learning and Texture Analysis Methods.

Published in:

Electronics (2079-9292), 2019, v. 8, n. 1, p. 100, doi. 10.3390/electronics8010100

By:

Abdel-Nasser, Mohamed;
Moreno, Antonio;
Puig, Domenec

Publication type:

Article

Deep learning‐based survival prediction of brain tumor patients using attention‐guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging.

Published in:

International Journal of Imaging Systems & Technology, 2024, v. 34, n. 1, p. 1, doi. 10.1002/ima.23010

By:

Mazher, Moona;
Qayyum, Abdul;
Puig, Domenec;
Abdel‐Nasser, Mohamed

Publication type:

Article

Deep Monocular Depth Estimation Based on Content and Contextual Features.

Published in:

Sensors (14248220), 2023, v. 23, n. 6, p. 2919, doi. 10.3390/s23062919

By:

Abdulwahab, Saddam;
Rashwan, Hatem A.;
Sharaf, Najwa;
Khalid, Saif;
Puig, Domenec

Publication type:

Article

Monocular Depth Estimation Using Deep Learning: A Review.

Published in:

2022

By:

Masoumian, Armin;
Rashwan, Hatem A.;
Cristiano, Julián;
Asif, M. Salman;
Puig, Domenec

Publication type:

Literature Review

A Closed-Form Focus Profile Model for Conventional Digital Cameras.

Published in:

International Journal of Computer Vision, 2017, v. 124, n. 3, p. 273, doi. 10.1007/s11263-017-1024-8

By:

Pertuz, Said;
Garcia, Miguel;
Puig, Domenec;
Arguello, Henry

Publication type:

Article

Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors.

Published in:

Machine Learning & Knowledge Extraction, 2024, v. 6, n. 1, p. 619, doi. 10.3390/make6010029

By:

Hassan, Loay;
Abdel-Nasser, Mohamed;
Saleh, Adel;
Puig, Domenec

Publication type:

Article

Effective Approaches to Fetal Brain Segmentation in MRI and Gestational Age Estimation by Utilizing a Multiview Deep Inception Residual Network and Radiomics.

Published in:

Entropy, 2022, v. 24, n. 12, p. 1708, doi. 10.3390/e24121708

By:

Mazher, Moona;
Qayyum, Abdul;
Puig, Domenec;
Abdel-Nasser, Mohamed

Publication type:

Article

An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints.

Published in:

Entropy, 2022, v. 24, n. 9, p. N.PAG, doi. 10.3390/e24091264

By:

Schwarz Schuler, Joao Paulo;
Also, Santiago Romani;
Puig, Domenec;
Rashwan, Hatem;
Abdel-Nasser, Mohamed

Publication type:

Article

Fuzzy-entropy threshold based on a complex wavelet denoising technique to diagnose Alzheimer disease.

Published in:

Healthcare Technology Letters, 2016, v. 3, n. 3, p. 230, doi. 10.1049/htl.2016.0022

By:

Lazar, Prinza;
Jayapathy, Rajeesh;
Torrents-Barrena, Jordina;
Mol, Beena;
Mohanalin;
Puig, Domenec

Publication type:

Article

PIXEL-BASED TEXTURE CLASSIFICATION BY INTEGRATION OF MULTIPLE FEATURE EXTRACTION METHODS EVALUATED OVER MULTISIZED WINDOWS.

Published in:

International Journal of Pattern Recognition & Artificial Intelligence, 2007, v. 21, n. 7, p. 1159, doi. 10.1142/S0218001407005879

By:

PUIG, DOMENEC;
GARCIA, MIGUEL ANGEL

Publication type:

Article

Web-based efficient dual attention networks to detect COVID-19 from X-ray images.

Published in:

Electronics Letters (Wiley-Blackwell), 2020, v. 56, n. 24, p. 1298, doi. 10.1049/el.2020.1962

By:

Sarker, Md. Mostafa Kamal;
Makhlouf, Yasmine;
Banu, Syeda Furruka;
Chambon, Sylvie;
Radeva, Petia;
Puig, Domenec

Publication type:

Article

Predicting Breast Tumor Malignancy Using Deep ConvNeXt Radiomics and Quality-Based Score Pooling in Ultrasound Sequences.

Published in:

Diagnostics (2075-4418), 2022, v. 12, n. 5, p. N.PAG, doi. 10.3390/diagnostics12051053

By:

Hassanien, Mohamed A.;
Singh, Vivek Kumar;
Puig, Domenec;
Abdel-Nasser, Mohamed

Publication type:

Article

Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 8, p. 1385, doi. 10.3390/diagnostics11081385

By:

Baget-Bernaldiz, Marc;
Pedro, Romero-Aroca;
Santos-Blanco, Esther;
Navarro-Gil, Raul;
Valls, Aida;
Moreno, Antonio;
Rashwan, Hatem A.;
Puig, Domenec

Publication type:

Article

LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning Framework.

Published in:

Diagnostics (2075-4418), 2021, v. 11, n. 2, p. 158, doi. 10.3390/diagnostics11020158

By:

Kumar Singh, Vivek;
Abdel-Nasser, Mohamed;
Pandey, Nidhi;
Puig, Domenec;
Antani, Sameer

Publication type:

Article

Fully Automated Breast Density Segmentation and Classification Using Deep Learning.

Published in:

Diagnostics (2075-4418), 2020, v. 10, n. 11, p. 988, doi. 10.3390/diagnostics10110988

By:

Saffari, Nasibeh;
Rashwan, Hatem A.;
Abdel-Nasser, Mohamed;
Kumar Singh, Vivek;
Arenas, Meritxell;
Mangina, Eleni;
Herrera, Blas;
Puig, Domenec

Publication type:

Article

Design and implementation of a secure and trustworthy platform for privacy-aware video surveillance.

Published in:

International Journal of Information Security, 2018, v. 17, n. 3, p. 279, doi. 10.1007/s10207-017-0370-4

By:

Martínez-Ballesté, Antoni;
Rashwan, Hatem;
Puig, Domenec;
Solanas, Agusti

Publication type:

Article

Understanding trust in privacy-aware video surveillance systems.

Published in:

International Journal of Information Security, 2016, v. 15, n. 3, p. 225, doi. 10.1007/s10207-015-0286-9

By:

Rashwan, Hatem;
Solanas, Agusti;
Puig, Domènec;
Martínez-Ballesté, Antoni

Publication type:

Article

Towards cost reduction of breast cancer diagnosis using mammography texture analysis.

Published in:

Journal of Experimental & Theoretical Artificial Intelligence, 2016, v. 28, n. 1/2, p. 385, doi. 10.1080/0952813X.2015.1024496

By:

Abdel-Nasser, Mohamed;
Moreno, Antonio;
Puig, Domenec

Publication type:

Article

Computer-aided diagnosis of breast cancer via Gabor wavelet bank and binary-class SVM in mammographic images.

Published in:

Journal of Experimental & Theoretical Artificial Intelligence, 2016, v. 28, n. 1/2, p. 295, doi. 10.1080/0952813X.2015.1024491

By:

Torrents-Barrena, Jordina;
Puig, Domenec;
Melendez, Jaime;
Valls, Aida

Publication type:

Article

Acromegaly facial changes analysis using last generation artificial intelligence methodology: the AcroFace system.

Published in:

Pituitary, 2025, v. 28, n. 3, p. 1, doi. 10.1007/s11102-025-01515-2

By:

Rashwan, Hatem A.;
Marqués-Pamies, Montserrat;
Ruiz, Sabina;
Gil, Joan;
Asensio-Wandosell, Diego;
Martínez-Momblán, María-Antonia;
Vázquez, Federico;
Salinas, Isabel;
Ciriza, Raquel;
Jordà, Mireia;
Chanson, Philippe;
Valassi, Elena;
Abdelnasser, Mohamed;
Puig, Domènec;
Puig-Domingo, Manel

Publication type:

Article

A Practical and Highly Optimized Convolutional Neural Network for Classifying Traffic Signs in Real-Time.

Published in:

International Journal of Computer Vision, 2017, v. 122, n. 2, p. 246, doi. 10.1007/s11263-016-0955-9

By:

Aghdam, Hamed;
Heravi, Elnaz;
Puig, Domenec

Publication type:

Article

Efficient Focus Sampling Through Depth-of-Field Calibration.

Published in:

International Journal of Computer Vision, 2015, v. 112, n. 3, p. 342, doi. 10.1007/s11263-014-0770-0

By:

Pertuz, Said;
Garcia, Miguel;
Puig, Domenec

Publication type:

Article

A Clinical Decision Support System for Diabetic Retinopathy Screening: Creating a Clinical Support Application.

Published in:

Telemedicine & e-Health, 2019, v. 25, n. 1, p. 31, doi. 10.1089/tmj.2017.0282

By:

Romero-Aroca, Pedro;
Baget-Bernaldiz, Marc;
Valls, Aida;
Moreno, Antonio;
Saleh, Emran;
Puig, Domenec;
Sagarra-Alamo, Ramon;
Basora-Gallisa, Josep

Publication type:

Article

Cost of diabetic retinopathy and macular oedema in a population, an eight year follow up.

Published in:

2016

By:

Romero-Aroca, Pedro;
de la Riva-Fernandez, Sofia;
Valls-Mateu, Aida;
Sagarra-Alamo, Ramon;
Moreno-Ribas, Antonio;
Soler, Nuria;
Puig, Domenec

Publication type:

journal article