Linear Algebra Algorithms in Heterogeneous Cluster of Personal Computers. - Jorge G. Barbosa; João Manuel R. S. Tavares; Armando J. Padilha (Heterogeneous Computing Workshop, 2000)

Parallel Image Processing System on a Cluster of Personal Computers (Best Student Paper Award: First Prize). - Jorge G. Barbosa; João Manuel R. S. Tavares; Armando J. Padilha (VECPAR, 2000)

Improvement of Modal Matching Image Objects in Dynamic Pedobarography Using Optimization Techniques. - Luísa Ferreira Bastos; João Manuel R. S. Tavares (AMDO, 2004)

Dynamic Pedobarography Transitional Objects by Lagrange's Equation with FEM, Modal Matching, and Optimization Techniques. - Raquel Ramos Pinho; João Manuel R. S. Tavares (ICIAR (2), 2004)

Two Approaches for a Servomechanism Control System Using Computer Vision. - João Manuel R. S. Tavares; Ricardo Ferreira; Francisco Freitas (ICINCO (2), 2004)

Morphing of image represented objects using a physical methodology. - Raquel Ramos Pinho; João Manuel R. S. Tavares (SAC, 2004)

Objects Matching Improvement Using Optimization Techniques in a Geometric Modal Methodology. - Luísa Ferreira Bastos; João Manuel R. S. Tavares (WSCG (Posters), 2004)

External anatomical shapes reconstruction from turntable image sequences using a single off-the-shelf camera. - Teresa C. S. Azevedo; João Manuel R. S. Tavares; Mário Augusto Pires Vaz (CompIMAGE, 2006)

Two methodologies for iris detection and location in face images. - Fernando Jorge Soares Carvalho; João Manuel R. S. Tavares (CompIMAGE, 2006)

Physical simulation using FEM, modal analysis and the dynamic equilibrium equation. - Patrícia Gonçalves; Raquel Ramos Pinho; João Manuel R. S. Tavares (CompIMAGE, 2006)

Analyzing objects in images for estimating the delamination influence on load carrying capacity of composite laminates. - Luís Miguel Pereira Durão Outra; António Gonçalves de Magalhães; João Manuel R. S. Tavares; António Torres Marques (CompIMAGE, 2006)

Reconstruction of 3D models from medical images: application to female pelvic organs. - Soraia Pimenta; João Manuel R. S. Tavares; Renato M. Natal Jorge; Fátima Alexandre; Teresa Mascarenhas; Rania F. El Sayed (CompIMAGE, 2006)

Efficient approximation of the Mahalanobis distance for tracking with the Kalman filter. - Raquel Ramos Pinho; João Manuel R. S. Tavares; Miguel V. Correia 002 (CompIMAGE, 2006)

A system for the acquisition and analysis of the 3D mandibular movement to be used in dental medicine. - Isa C. T. Santos; João Manuel R. S. Tavares; Joaquim Gabriel Mendes; Manuel P. F. Paulo (CompIMAGE, 2006)

A gait analysis laboratory for rehabilitation of patients with musculoskeletal impairments. - Daniela Sofia S. Sousa; João Manuel R. S. Tavares; Miguel V. Correia 002; Jorge G. Barbosa; Carolina Vila Chã; Emilia Mendes (CompIMAGE, 2006)

Methodologies to build automatic point distribution models for faces represented in images. - Maria João M. Vasconcelos; João Manuel R. S. Tavares (CompIMAGE, 2006)

H.263 Video Codec Performance with a Fast 8×8 Integer IDCT. - João Manuel R. S. Tavares; António Silva; Antonio Navarro 002 (ICME, 2006)

Using Hand Gesture and Speech in a Multimodal Augmented Reality Environment. - Miguel Sales Dias; Rafael Bastos; João Fernandes; João Tavares 001; Pedro Santos 004 (Gesture Workshop, 2007)

Calibration of Bi-planar Radiography with a Rangefinder and a Small Calibration Object. - Daniel C. Moura; Jorge G. Barbosa; João Manuel R. S. Tavares; Ana M. Reis (ISVC (1), 2008)

Volumetric Object Reconstruction using Generalized Voxel Coloring. - Teresa C. S. Azevedo; João Manuel R. S. Tavares; Mário Augusto Pires Vaz (IWCIA Special Track on Applications, 2008)

A GUI for a Software that Analyses a Composite Bolted Joint. - Patrícia Gonçalves; João Manuel R. S. Tavares (e Minds Int. J. Hum. Comput. Interact., 2008)

A Review on the Current Segmentation Algorithms for Medical Images. - Zhen Ma; João Manuel R. S. Tavares; Renato M. Natal Jorge (IMAGAPP, 2009)

Magnetic Resonance Imaging of the Vocal Tract - Techniques and Applications. - Sandra M. Rua Ventura; Diamantino Rui da Silva Freitas; João Manuel R. S. Tavares (IMAGAPP, 2009)

Fast 3D Reconstruction of the Spine Using User-Defined Splines and a Statistical Articulated Model. - Daniel C. Moura; Jonathan Boisvert; Jorge G. Barbosa; João Manuel R. S. Tavares (ISVC (1), 2009)

Imaging of the Vocal Tract Based on Magnetic Resonance Techniques. - Sandra M. Rua Ventura; Diamantino Freitas; João Manuel R. S. Tavares (VISIGRAPP (Selected Papers), 2009)

Improvement of Modal Matching Image Objects in Dynamic Pedobarography using Optimization Techniques. - João Manuel R. S. Tavares; Luísa Ferreira Bastos (Progress in Computer Vision and Image Analysis, 2009)

Fast Automatic Microstructural Segmentation of Ferrous Alloy Samples Using Optimum-Path Forest. - João Paulo Papa; Victor Hugo C. de Albuquerque; Alexandre X. Falcão; João Manuel R. S. Tavares (CompIMAGE, 2010)

Image Processing and Analysis in Biomechanics. - João Manuel R. S. Tavares; Renato M. Natal Jorge (EURASIP J. Adv. Signal Process., 2010)

Signal Processing in Advanced Nondestructive Materials Inspection. - João Manuel R. S. Tavares; João Marcos Alcoforado Rebello (EURASIP J. Adv. Signal Process., 2010)

Precipitates Segmentation from Scanning Electron Microscope Images through Machine Learning Techniques. - João P. Papa; Clayton R. Pereira; Victor Hugo C. de Albuquerque; Cleiton C. Silva; Alexandre X. Falcão; João Manuel R. S. Tavares (IWCIA, 2011)

Spatio-temporal alignment of pedobarographic image sequences. - Francisco P. M. Oliveira; Andreia Sousa; Rubim Santos; João Manuel R. S. Tavares (Medical Biol. Eng. Comput., 2011)

Novel framework for registration of pedobarographic image data. - Francisco P. M. Oliveira; João Manuel R. S. Tavares (Medical Biol. Eng. Comput., 2011)

A New Image Dataset on Human Interactions. - Wenjuan Gong; Jordi Gonzàlez 001; João Manuel R. S. Tavares; F. Xavier Roca (AMDO, 2012)

Speeding up optimum-path forest training by path-cost propagation. - Adriana S. Iwashita; João P. Papa; Alexandre X. Falcão; Roberto A. Lotufo; Victor M. de Araujo Oliveira; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (ICPR, 2012)

Efficient supervised optimum-path forest classification for large datasets. - João P. Papa; Alexandre X. Falcão; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Pattern Recognit., 2012)

Automatic segmentation of the lumen of the carotid artery in ultrasound B-mode images. - André Miguel F. Santos; João Manuel R. S. Tavares; Luísa Costa Sousa; Rosa Maria dos Santos; Pedro Castro; Elsa Azevedo (Computer-Aided Diagnosis, 2013)

Segmentation of female pelvic organs in axial magnetic resonance images using coupled geometric deformable models. - Zhen Ma; Renato M. Natal Jorge; Teresa Mascarenhas; João Manuel R. S. Tavares (Comput. Biol. Medicine, 2013)

Welcome from Editor-in-Chief. - João Manuel R. S. Tavares (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2013)

A Novel Nonparametric Distance Estimator for Densities with Error Bounds. - Alexandre R. F. Carvalho; João Manuel R. S. Tavares; José C. Príncipe (Entropy, 2013)

Automatic microstructural characterization and classification using artificial intelligence techniques on ultrasound signals. - Thiago M. Nunes; Victor Hugo C. de Albuquerque; João P. Papa; Cleiton C. Silva; Paulo G. Normando; Elineudo P. de Moura; João Manuel R. S. Tavares (Expert Syst. Appl., 2013)

Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials. - João P. Papa; Rodrigo Y. M. Nakamura; Victor Hugo C. de Albuquerque; Alexandre X. Falcão; João Manuel R. S. Tavares (Expert Syst. Appl., 2013)

A novel automatic algorithm for the segmentation of the lumen of the carotid artery in ultrasound B-mode images. - André Miguel F. Santos; Rosa Maria dos Santos; Pedro Miguel A. C. Castro; Elsa Azevedo; Luísa Costa Sousa; João Manuel R. S. Tavares (Expert Syst. Appl., 2013)

Enhanced spatio-temporal alignment of plantar pressure image sequences using B-splines. - Francisco P. M. Oliveira; João Manuel R. S. Tavares (Medical Biol. Eng. Comput., 2013)

Segmentation of Skin Lesions Using Level Set Method. - Zhen Ma; João Manuel R. S. Tavares (CompIMAGE, 2014)

On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering. - Gustavo H. Rosa; Kelton A. P. Costa; Leandro A. Passos Junior; João Paulo Papa; Alexandre X. Falcão; João Manuel R. S. Tavares (ICPR, 2014)

Analysis of Biomedical Images Based on Automated Methods of Image Registration. - João Manuel R. S. Tavares (ISVC (1), 2014)

Haemodynamic conditions of patient-specific carotid bifurcation based on ultrasound imaging. - Luísa Costa Sousa; Catarina F. Castro; Carlos Conceição António; André Miguel F. Santos; Rosa Maria dos Santos; Pedro Miguel A. C. Castro; Elsa Azevedo; João Manuel R. S. Tavares (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2014)

New artificial life model for image enhancement. - Alex F. de Araujo; Christos E. Constantinou; João Manuel R. S. Tavares (Expert Syst. Appl., 2014)

Toward hemodynamic diagnosis of carotid artery stenosis based on ultrasound image data and computational modeling. - Luísa Costa Sousa; Catarina F. Castro; Carlos Conceição António; André Miguel F. Santos; Rosa Maria dos Santos; Pedro Miguel A. C. Castro; Elsa Azevedo; João Manuel R. S. Tavares (Medical Biol. Eng. Comput., 2014)

A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier. - Adriana S. Iwashita; João Paulo Papa; André N. de Souza; Alexandre X. Falcão; Roberto A. Lotufo; V. M. Oliveira; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Pattern Recognit. Lett., 2014)

Thermal Infrared Image Processing to Assess Heat Generated by Magnetic Nanoparticles for Hyperthermia Applications. - Raquel O. Rodrigues; Helder T. Gomes; Rui A. Lima; Adrián M. T. Silva; Pedro J. S. Rodrigues; Pedro B. Tavares; João Manuel R. S. Tavares (ISVC (1), 2015)

Computational modeling of objects presented in images: fundamentals, methods and applications. - Paolo Di Giamberardino; Daniela Iacoviello; Renato M. Natal Jorge; João Manuel R. S. Tavares (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015)

Special issue: 1st MICCAI workshop on bio- imaging and visualization for patient-customized simulations. - João Manuel R. S. Tavares; Xiongbiao Luo; Shuo Li 001 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2015)

Parameter Optimization for Local Polynomial Approximation based Intersection Confidence Interval Filter Using Genetic Algorithm: An Application for Brain MRI Image De-Noising. - Nilanjan Dey; Amira S. Ashour; Samsad Beagum; Dimitra Sifaki Pistola; Mitko Gospodinov; Evgeniya Gospodinova; João Manuel R. S. Tavares (J. Imaging, 2015)

A Review of the Quantification and Classification of Pigmented Skin Lesions: From Dedicated to Hand-Held Devices. - Mercedes E. Filho; Zhen Ma; João Manuel R. S. Tavares (J. Medical Syst., 2015)

Ultrasonic Sensor Signals and Optimum Path Forest Classifier for the Microstructural Characterization of Thermally-Aged Inconel 625 Alloy. - Victor Hugo C. de Albuquerque; Cleisson V. Barbosa; Cleiton C. Silva; Elineudo P. de Moura; Pedro Pedrosa Rebouças Filho; João P. Papa; João Manuel R. S. Tavares (Sensors, 2015)

Recent Advances on optimum-Path Forest for Data Classification: Supervised, Semi-Supervised, and Unsupervised Learning. - João Paulo Papa; Willian Paraguassu Amorim; Alexandre Xavier Falcão; João Manuel R. S. Tavares (Handbook of Pattern Recognition and Computer Vision, 2016)

Lumen segmentation in magnetic resonance images of the carotid artery. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Comput. Biol. Medicine, 2016)

Recent Advances in Brain Signal Analysis: Methods and Applications. - Victor Hugo C. de Albuquerque; Plácido Rogério Pinheiro; João Paulo Papa; João Manuel R. S. Tavares; Ronaldo Parente de Menezes; Carlos A. S. Oliveira (Comput. Intell. Neurosci., 2016)

CompIMAGE'14 - computational modeling of objects presented in images: fundamentals, methods and applications. - João Manuel R. S. Tavares (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016)

Special issue: IV ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE). - João Manuel R. S. Tavares; Renato M. Natal Jorge (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016)

Measurement of glomerulus diameter and Bowman's space width of renal albino rats. - Taras Kotyk; Nilanjan Dey; Amira S. Ashour; Dana Balas-Timar; Sayan Chakraborty; Ahmed S. Ashour; João Manuel R. S. Tavares (Comput. Methods Programs Biomed., 2016)

Computational methods for the image segmentation of pigmented skin lesions: A review. - Roberta B. Oliveira; Mercedes E. Filho; Zhen Ma; João P. Papa; Aledir Silveira Pereira; João Manuel R. S. Tavares (Comput. Methods Programs Biomed., 2016)

Automatic 3D pulmonary nodule detection in CT images: A survey. - Igor Rafael S. Valente; Paulo César Cortez; Edson Cavalcanti Neto; José Marques Soares; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Comput. Methods Programs Biomed., 2016)

Smoothing of ultrasound images using a new selective average filter. - Alex F. de Araujo; Christos E. Constantinou; João Manuel R. S. Tavares (Expert Syst. Appl., 2016)

A review of computational methods applied for identification and quantification of atherosclerotic plaques in images. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Expert Syst. Appl., 2016)

A computational approach for detecting pigmented skin lesions in macroscopic images. - Roberta B. Oliveira; Norian Marranghello; Aledir Silveira Pereira; João Manuel R. S. Tavares (Expert Syst. Appl., 2016)

A Novel Approach to Segment Skin Lesions in Dermoscopic Images Based on a Deformable Model. - Zhen Ma; João Manuel R. S. Tavares (IEEE J. Biomed. Health Informatics, 2016)

Hidden Markov model and Chapman Kolmogrov for protein structures prediction from images. - Md Sarwar Kamal; Linkon Chowdhury; Mohammad Ibrahim Khan; Amira S. Ashour; João Manuel R. S. Tavares; Nilanjan Dey (Comput. Biol. Chem., 2017)

Perception of noise and global illumination: Toward an automatic stopping criterion based on SVM. - Nawel Takouachet; Samuel Delepoulle; Christophe Renaud; Nesrine Zoghlami; João Manuel R. S. Tavares (Comput. Graph., 2017)

Appreciation to the 2016 reviewers. - João Tavares 001 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017)

Skin lesion computational diagnosis of dermoscopic images: Ensemble models based on input feature manipulation. - Roberta B. Oliveira; Aledir Silveira Pereira; João Manuel R. S. Tavares (Comput. Methods Programs Biomed., 2017)

Effective features to classify skin lesions in dermoscopic images. - Zhen Ma; João Manuel R. S. Tavares (Expert Syst. Appl., 2017)

Effect of fuzzy partitioning in Crohn's disease classification: a neuro-fuzzy-based approach. - Sk. Saddam Ahmed; Nilanjan Dey; Amira S. Ashour; Dimitra Sifaki Pistola; Dana Balas-Timar; Valentina Emilia Balas; João Manuel R. S. Tavares (Medical Biol. Eng. Comput., 2017)

Novel and powerful 3D adaptive crisp active contour method applied in the segmentation of CT lung images. - Pedro Pedrosa Rebouças Filho; Paulo César Cortez; Antônio Carlos da Silva Barros; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Medical Image Anal., 2017)

Automatic segmentation of the lumen region in intravascular images of the coronary artery. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Medical Image Anal., 2017)

A competitive strategy for atrial and aortic tract segmentation based on deformable models. - Pedro Morais; João L. Vilaça; Sandro F. Queiros; Felix Bourier; Isabel Deisenhofer; João Manuel R. S. Tavares; Jan D'hooge (Medical Image Anal., 2017)

Embedded real-time speed limit sign recognition using image processing and machine learning techniques. - Samuel Luz Gomes; Elizângela de S. Rebouças; Edson Cavalcanti Neto; João P. Papa; Victor Hugo C. de Albuquerque; Pedro Pedrosa Rebouças Filho; João Manuel R. S. Tavares (Neural Comput. Appl., 2017)

Analysis of human tissue densities: A new approach to extract features from medical images. - Pedro Pedrosa Rebouças Filho; Elizângela de S. Rebouças; Leandro Bezerra Marinho; Róger M. Sarmento; João Manuel R. S. Tavares; Victor Hugo C. de Albuquerque (Pattern Recognit. Lett., 2017)

A Novel Interventional Guidance Framework for Transseptal Puncture in Left Atrial Interventions. - Pedro Morais; João L. Vilaça; Sandro F. Queiros; Pedro L. Rodrigues; João Manuel R. S. Tavares; Jan D'hooge (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 2018)

IEEE Access Special Section Editorial: Soft Computing Techniques for Image Analysis in the Medical Industry - Current Trends, Challenges and Solutions. - D. Jude Hemanth; Lipo Wang; João Manuel Ribeiro da Silva Tavares; Fuqian Shi; Vania Vieira Estrela (IEEE Access, 2018)

Towards EEG-based BCI driven by emotions for addressing BCI-Illiteracy: a meta-analytic review. - Matteo Spezialetti; Luigi Cinque; João Manuel R. S. Tavares; Giuseppe Placidi (Behav. Inf. Technol., 2018)

EEG-Based Biometrics: Challenges And Applications. - Victor Hugo C. de Albuquerque; Robertas Damasevicius; João Manuel R. S. Tavares; Plácido Rogério Pinheiro (Comput. Intell. Neurosci., 2018)

Recent Advances in Brain Signal Analysis: Methods and Applications 2018. - Victor Hugo C. de Albuquerque; Plácido Rogério Pinheiro; Roshan Joy Martis; João Manuel R. S. Tavares (Comput. Intell. Neurosci., 2018)

1st MICCAI workshop on deep learning in medical image analysis. - Gustavo Carneiro 001; João Manuel R. S. Tavares; Andrew P. Bradley; João Paulo Papa; Jacinto C. Nascimento; Jaime S. Cardoso 001; Zhi Lu; Vasileios Belagiannis (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

V ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE). - João Manuel R. S. Tavares; Renato M. Natal Jorge (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018)

Automated segmentation of the atrial region and fossa ovalis towards computer-aided planning of inter-atrial wall interventions. - Pedro Morais; João L. Vilaça; Sandro F. Queiros; Alberto Marchi; Felix Bourier; Isabel Deisenhofer; Jan D'hooge; João Manuel R. S. Tavares (Comput. Methods Programs Biomed., 2018)

A medical records managing and securing blockchain based system supported by a Genetic Algorithm and Discrete Wavelet Transform. - Ahmed Faeq Hussein; Arunkumar N.; Gustavo Ramírez-González 001; Enas W. Abdulhay; João Manuel R. S. Tavares; Victor Hugo C. de Albuquerque (Cogn. Syst. Res., 2018)

Log Transform Based Optimal Image Enhancement Using Firefly Algorithm for Autonomous Mini Unmanned Aerial Vehicle: An Application of Aerial Photography. - Sourav Samanta; Amartya Mukherjee; Amira S. Ashour; Nilanjan Dey; João Manuel R. S. Tavares; Wahiba Ben Abdessalem Karaa; Redha Taïar; Ahmad Taher Azar; Aboul Ella Hassanien (Int. J. Image Graph., 2018)

Big DNA datasets analysis under push down automata. - Md Sarwar Kamal; Munesh C. Trivdedi; Jannat B. Alam; Nilanjan Dey; Amira S. Ashour; Fuqian Shi; João Manuel R. S. Tavares (J. Intell. Fuzzy Syst., 2018)

Medical cyber-physical systems: A survey. - Nilanjan Dey; Amira S. Ashour; Fuqian Shi; Simon James Fong; João Manuel R. S. Tavares (J. Medical Syst., 2018)

Robust automated cardiac arrhythmia detection in ECG beat signals. - Victor Hugo C. de Albuquerque; Thiago M. Nunes; Danillo Roberto Pereira; Eduardo José da S. Luz; David Menotti; João P. Papa; João Manuel R. S. Tavares (Neural Comput. Appl., 2018)

Computational methods for pigmented skin lesion classification in images: review and future trends. - Roberta B. Oliveira; João P. Papa; Aledir Silveira Pereira; João Manuel R. S. Tavares (Neural Comput. Appl., 2018)

Social Group Optimization Supported Segmentation and Evaluation of Skin Melanoma Images. - Nilanjan Dey; Venkatesan Rajinikanth; Amira S. Ashour; João Manuel R. S. Tavares (Symmetry, 2018)

BIG DATA for Healthcare: A Survey. - Safa Bahri; Nesrine Zoghlami; Mourad Abed; João Manuel R. S. Tavares (IEEE Access, 2019)

Classification of mice hepatic granuloma microscopic images based on a deep convolutional neural network. - Yu Wang 094; Yating Chen; Ningning Yang; Longfei Zheng; Nilanjan Dey; Amira S. Ashour; Venkatesan Rajinikanth; João Manuel R. S. Tavares; Fuqian Shi (Appl. Soft Comput., 2019)

Editorial. - Gustavo Carneiro 001; João Manuel R. S. Tavares; Andrew P. Bradley; João Paulo Papa; Jacinto C. Nascimento; Jaime S. Cardoso 001; Zhi Lu; Vasileios Belagiannis (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)

Special issue: VI ECCOMAS thematic conference on computational vision and medical image processing (VipIMAGE). - João Manuel R. S. Tavares; Renato M. Natal Jorge (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)

Adam Deep Learning With SOM for Human Sentiment Classification. - Md. Nawab Yousuf Ali; Md. Golam Sarowar; Md. Lizur Rahman; Jyotismita Chaki; Nilanjan Dey; João Manuel R. S. Tavares (Int. J. Ambient Comput. Intell., 2019)

Efficient parallelization on GPU of an image smoothing method based on a variational model. - Carlos A. S. J. Gulo; Henrique Ferraz de Arruda; Alex F. de Araujo; Antonio Carlos Sementille; João Manuel R. S. Tavares (J. Real Time Image Process., 2019)

Techniques of medical image processing and analysis accelerated by high-performance computing: a systematic literature review. - Carlos A. S. J. Gulo; Antonio Carlos Sementille; João Manuel R. S. Tavares (J. Real Time Image Process., 2019)

Self-organizing mapping based swarm intelligence for secondary and tertiary proteins classification. - Md Sarwar Kamal; Md. Golam Sarowar; Nilanjan Dey; Amira S. Ashour; Shamim Hasnat Ripon; Bijaya Ketan Panigrahi; João Manuel R. S. Tavares (Int. J. Mach. Learn. Cybern., 2019)

Automated recognition of lung diseases in CT images based on the optimum-path forest classifier. - Pedro Pedrosa Rebouças Filho; Antônio Carlos da Silva Barros; Geraldo L. B. Ramalho; Clayton R. Pereira; João Paulo Papa; Victor Hugo C. de Albuquerque; João Manuel R. S. Tavares (Neural Comput. Appl., 2019)

Computational diagnosis of skin lesions from dermoscopic images using combined features. - Roberta B. Oliveira; Aledir Silveira Pereira; João Manuel R. S. Tavares (Neural Comput. Appl., 2019)

Delay Tolerant Network assisted flying Ad-Hoc network scenario: modeling and analytical perspective. - Amartya Mukherjee; Nilanjan Dey; Rajesh Kumar 002; Bijaya Ketan Panigrahi; Aboul Ella Hassanien; João Manuel R. S. Tavares (Wirel. Networks, 2019)

Convolution Neural Network Models for Acute Leukemia Diagnosis. - Maíla de Lima Claro; Luis H. S. Vogado; Rodrigo Veras; André Macedo Santana; João Tavares 001; Justino Santos; Vinícius P. Machado (IWSSIP, 2020)

Using a distance map and an active contour model to segment the carotid artery boundary from the lumen contour in proton density weighted magnetic resonance images. - Danilo Samuel Jodas; Maria Francisca Monteiro da Costa; Tiago A. A. Parreira; Aledir Silveira Pereira; João Manuel R. S. Tavares (Comput. Biol. Medicine, 2020)

Special issue: 4th MICCAI workshop on deep learning in medical image analysis. - Gustavo Carneiro 001; João Manuel R. S. Tavares; Andrew P. Bradley; João Paulo Papa; Vasileios Belagiannis; Jacinto C. Nascimento; Zhi Lu (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Special issue: 'CMBBE2018 - 15th international symposium on computer methods in biomechanics and biomedical engineering & 3rd conference on imaging and visualization'. - João Manuel R. S. Tavares; Paulo Rui Fernandes (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Special issue: third MICCAI workshop on bio-imaging and visualization for patient-customized simulations. - João Manuel R. S. Tavares; Shuo Li 001 (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020)

Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review. - Gonçalo Almeida; João Manuel R. S. Tavares (J. Medical Syst., 2020)

A two-stage filter for high density salt and pepper denoising. - Dang N. H. Thanh; Nguyen Hoang Hai; V. B. Surya Prasath; Le Minh Hieu; João Manuel R. S. Tavares (Multim. Tools Appl., 2020)

Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Neural Comput. Appl., 2020)

MQSMER: a mixed quadratic shape model with optimal fuzzy membership functions for emotion recognition. - R. Vishnu Priya; V. Vijayakumar 002; João Manuel R. S. Tavares (Neural Comput. Appl., 2020)

Deep-learning framework to detect lung abnormality - A study with chest X-Ray and lung CT scan images. - Abhir Bhandary; G. Ananth Prabhu; V. Rajinikanth; K. Palani Thanaraj; Suresh Chandra Satapathy; David E. Robbins; Charles Shasky; Yu-Dong Zhang 001; João Manuel R. S. Tavares; Nadaradjane Sri Madhava Raja (Pattern Recognit. Lett., 2020)

Novel Time-Frequency Based Scheme for Detecting Sound Events from Sound Background in Audio Segments. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; Hugo S. Oliveira; Pedro Miguel Cruz; João Manuel R. S. Tavares (CIARP, 2021)

A Coarse to Fine Corneal Ulcer Segmentation Approach Using U-net and DexiNed in Chain. - Helano Miguel B. F. Portela; Rodrigo de Melo Souza Veras; Luis Henrique Silva Vogado; Daniel Leite; Jefferson Alves de Sousa; Anselmo Cardoso de Paiva; João Manuel R. S. Tavares (CIARP, 2021)

Comparison of machine learning strategies for infrared thermography of skin cancer. - Carolina Magalhaes; João Manuel R. S. Tavares; Joaquim Mendes; Ricardo Vardasca (Biomed. Signal Process. Control., 2021)

A hybrid of deep and textural features to differentiate glomerulosclerosis and minimal change disease from glomerulus biopsy images. - Justino Santos; Rodrigo de Melo Souza Veras; Romuere R. V. Silva; Nayze Aldeman; Flávio H. D. Araújo; Angelo Amâncio Duarte; João Manuel R. S. Tavares (Biomed. Signal Process. Control., 2021)

Human knee abnormality detection from imbalanced sEMG data. - Ankit Vijayvargiya; Chandra Prakash; Rajesh Kumar 002; Sanjeev Bansal; João Manuel R. S. Tavares (Biomed. Signal Process. Control., 2021)

Editorial message from the editor-in-chief. - João Manuel R. S. Tavares (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

Multi-Step Clustering Approach of Myelinated Nerve Fibers in Experimental Neuromorphology. - Taras Kotyk; Nadiya Tokaruk; Viktoria Bedej; Mariia Hryshchuk; Oksana Popadynets; Yaroslav Kolinko; João Manuel R. S. Tavares (Int. J. Ambient Comput. Intell., 2021)

Versatile Convolutional Networks Applied to Computed Tomography and Magnetic Resonance Image Segmentation. - Gonçalo Almeida; João Manuel R. S. Tavares (J. Medical Syst., 2021)

A novel high-efficiency holography image compression method, based on HEVC, Wavelet, and nearest-neighbor interpolation. - Vahid Hajihashemi; Hamid Esmaeili Najafabadi; Abdorreza Alavi Gharahbagh; Henry Leung; Mahdi Yousefan; João Manuel R. S. Tavares (Multim. Tools Appl., 2021)

Data integration by two-sensors in a LEAP-based Virtual Glove for human-system interaction. - Giuseppe Placidi; Danilo Avola; Luigi Cinque; Matteo Polsinelli; Eleni Theodoridou; João Manuel R. S. Tavares (Multim. Tools Appl., 2021)

Weakly Supervised Video Anomaly Detection Based on 3D Convolution and LSTM. - Zhen Ma; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2021)

Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System. - Selim Reza; Hugo S. Oliveira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2021)

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model. - Luis H. S. Vogado; Rodrigo Veras; Kelson Rômulo Teixeira Aires; Flávio H. D. Araújo; Romuere R. V. Silva; Moacir Ponti; João Manuel R. S. Tavares (Sensors, 2021)

Diabetic Foot Ulcers Classification using a fine-tuned CNNs Ensemble. - Elineide Silva Dos Santos; Francisco Santos; João Dallyson Sousa de Almeida; Kelson Rômulo Teixeira Aires; João Manuel R. S. Tavares; Rodrigo Veras (CBMS, 2022)

Optimizing Nozzle Travel Time in Proton Therapy. - Matteo Spezialetti; Renata Di Filippo; Ramon Gimenez De Lorenzo; Giovanni Luca Gravina; Giuseppe Placidi; Guido Proietti; Fabrizio Rossi; Stefano Smriglio; João Manuel R. S. Tavares; Francesca Vittorini; Filippo Mignosi (CBMS, 2022)

Analysis of the Structure of the Road Networks: A Network Science Perspective. - Selim Reza; José J. M. Machado; João Manuel R. S. Tavares (ISAIM, 2022)

Preoperative Image Segmentation for Organ Visualization Using Augmented Reality Technology During Open Liver Surgery. - Aymen Afli; Nessrine Elloumi; Aicha Ben Makhlouf; Borhen Louhichi; Mehdi Jaidane; João Manuel R. S. Tavares (IV, 2022)

Biomechanical Modeling and Pre-Operative Projection of A Human Organ using an Augmented Reality Technique During Open Hepatic Surgery. - Aicha Ben Makhlouf; Anass Ayed; Nessrine Elloumi; Borhen Louhichi; Mehdi Jaidane; João Manuel R. S. Tavares (IV, 2022)

DFU-VGG, a Novel and Improved VGG-19 Network for Diabetic Foot Ulcer Classification. - Francisco Santos; Elineide Silva Dos Santos; Luis Henrique Silva Vogado; Márcia Ito; Andrea Bianchi; João Manuel R. S. Tavares; Rodrigo Veras (IWSSIP, 2022)

Image Noise Removal Method Based on Thresholding and Regularization Techniques. - Nguyen Ngoc Hien; Dang Ngoc Hoang Thanh; Ugur Erkan; João Manuel R. S. Tavares (IEEE Access, 2022)

Segmentation of male pelvic organs on computed tomography with a deep neural network fine-tuned by a level-set method. - Gonçalo Almeida; Ana Rita Figueira; Joana Lencart; João Manuel R. S. Tavares (Comput. Biol. Medicine, 2022)

A ensemble methodology for automatic classification of chest X-rays using deep learning. - Luis H. S. Vogado; Flávio H. D. Araújo; Pedro de A. Santos Neto; João Almeida 003; João Manuel R. S. Tavares; Rodrigo Veras (Comput. Biol. Medicine, 2022)

White Matter, Gray Matter and Cerebrospinal Fluid Segmentation from Brain Magnetic Resonance Imaging Using Adaptive U-Net and Local Convolutional Neural Network. - Pham The Bao; Tran Anh Tuan 002; Le Nhi Lam Thuy; Jin Young Kim 002; João Manuel R. S. Tavares (Comput. J., 2022)

Editorial. - João Manuel R. S. Tavares; Renato M. Natal Jorge (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Special Issue: Recent advances in quantum computing and quantum neural networks. - Steven Lawrence Fernandes; Yu-Dong Zhang 001; João Manuel R. S. Tavares (Concurr. Comput. Pract. Exp., 2022)

A multilevel paradigm for deep convolutional neural network features selection with an application to human gait recognition. - Habiba Arshad; Muhammad Attique Khan; Muhammad Imran Sharif 001; Mussarat Yasmin; João Manuel R. S. Tavares; Yudong Zhang 001; Suresh Chandra Satapathy (Expert Syst. J. Knowl. Eng., 2022)

A multi-head attention-based transformer model for traffic flow forecasting with a comparative analysis to recurrent neural networks. - Selim Reza; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Expert Syst. Appl., 2022)

Detection of Cardiovascular Disease Using Ensemble Feature Engineering With Decision Tree. - Debasmita Ghosh Roy; P. A. Alvi; João Manuel R. S. Tavares (Int. J. Ambient Comput. Intell., 2022)

Assessing the impact of data augmentation and a combination of CNNs on leukemia classification. - Maíla de Lima Claro; Rodrigo M. S. Veras; André M. Santana; Luis Henrique Silva Vogado; Geraldo Braz Júnior; Fátima N. S. de Medeiros; João Manuel R. S. Tavares (Inf. Sci., 2022)

Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information. - Elineide Silva Dos Santos; Rodrigo de Melo Souza Veras; Kelson Rômulo Teixeira Aires; Helano Miguel B. F. Portela; Geraldo Braz Júnior; Justino Santos; João Manuel R. S. Tavares (Medical Image Anal., 2022)

Optimizing a medical image registration algorithm based on profiling data for real-time performance. - Carlos A. S. J. Gulo; Antonio Carlos Sementille; João Manuel R. S. Tavares (Multim. Tools Appl., 2022)

Editorial of the special section on CIARP 2021. - João Paulo Papa; João Manuel R. S. Tavares (Pattern Recognit. Lett., 2022)

9-DOF IMU-Based Attitude and Heading Estimation Using an Extended Kalman Filter with Bias Consideration. - Sajjad Boorghan Farahan; José J. M. Machado; Fernando Gomes de Almeida; João Manuel R. S. Tavares (Sensors, 2022)

Binaural Acoustic Scene Classification Using Wavelet Scattering, Parallel Ensemble Classifiers and Nonlinear Fusion. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; Pedro Miguel Cruz; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning. - Ali Harimi; Yahya Majd; Abdorreza Alavi Gharahbagh; Vahid Hajihashemi; Zeynab Esmaileyan; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Convolutional Neural Networks and Heuristic Methods for Crowd Counting: A Systematic Review. - Khouloud Ben Ali Hassen; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Sound Classification and Processing of Urban Environments: A Systematic Literature Review. - Ana Filipa Rodrigues Nogueira; Hugo S. Oliveira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Transformers for Urban Sound Classification - A Comprehensive Performance Evaluation. - Ana Filipa Rodrigues Nogueira; Hugo S. Oliveira; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Using Deep Neural Networks for Human Fall Detection Based on Pose Estimation. - Mohammadamin Salimi; José J. M. Machado; João Manuel R. S. Tavares (Sensors, 2022)

Epileptic seizure endorsement technique using DWT power spectrum. - Anand Ghuli; Damodar Reddy Edla; João Manuel R. S. Tavares (J. Supercomput., 2022)

Analyzing Quality of Service and Defining Marketing Strategies for Public Transport: The Case of Metropolitan Area of Porto. - Marta Campos Ferreira; Guillermo Peralo; Teresa Galvão Dias; João Manuel R. S. Tavares (WorldCIST (4), 2023)

Camera Movement Cancellation in Video Using Phase Congruency and an FFT-Based Technique. - Abdorreza Alavi Gharahbagh; Vahid Hajihashemi; José J. M. Machado; João Manuel R. S. Tavares (WorldCIST (4), 2023)

Audio Event Detection Based on Cross Correlation in Selected Frequency Bands of Spectrogram. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; José J. M. Machado; João Manuel R. S. Tavares (WorldCIST (4), 2023)

Qualitative Data Analysis in the Health Sector. - Maria Veloso; Marta Campos Ferreira; João Manuel R. S. Tavares (WorldCIST (4), 2023)

Detection of computationally-intensive functions in a medical image segmentation algorithm based on an active contour model. - Carlos A. S. J. Gulo; Antonio Carlos Sementille; João Manuel R. S. Tavares (Int. J. Comput. Sci. Eng., 2023)

Deep Transfer Learning-Based Automated Identification of Bird Song. - Nabanita Das 003; Neelamadhab Padhy; Nilanjan Dey; Sudipta Bhattacharya; João Manuel R. S. Tavares (Int. J. Interact. Multim. Artif. Intell., 2023)

Deep Learning Approach for Human Action Recognition Using a Time Saliency Map Based on Motion Features Considering Camera Movement and Shot in Video Image Sequences. - Abdorreza Alavi Gharahbagh; Vahid Hajihashemi; José J. M. Machado; João Manuel R. S. Tavares (Inf., 2023)

Hand Tracking and Gesture Recognition by Multiple Contactless Sensors: A Survey. - Eleni Theodoridou; Luigi Cinque; Filippo Mignosi; Giuseppe Placidi; Matteo Polsinelli; João Manuel R. S. Tavares; Matteo Spezialetti (IEEE Trans. Hum. Mach. Syst., 2023)

Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems. - Chinmay Chakraborty; João Manuel R. S. Tavares; Shaohua Wan 001; Houbing Herbert Song (IEEE Trans. Ind. Informatics, 2023)

A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; Azam Bastanfard; Hugo S. Oliveira; Gonçalo Almeida; Zhen Ma; João Manuel R. S. Tavares (Multim. Tools Appl., 2023)

A customized residual neural network and bi-directional gated recurrent unit-based automatic speech recognition model. - Selim Reza; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Expert Syst. Appl., 2023)

CT Images Segmentation Using a Deep Learning-Based Approach for Preoperative Projection of Human Organ Model Using Augmented Reality Technology. - Nessrine Elloumi; Aicha Ben Makhlouf; Ayman Afli; Borhen Louhichi; Mehdi Jaidane; João Manuel R. S. Tavares (Int. J. Comput. Intell. Appl., 2023)

A Comprehensive Examination of User Experience in AI-Based Symptom Checker Chatbots. - Marta Campos Ferreira; Maria Veloso; João Manuel R. S. Tavares (ICDSST, 2024)

Understanding Customer Experience with Healthcare Mobile Applications. - Daniela Martins Silva; Marta Campos Ferreira; João Manuel R. S. Tavares (UCAmI, 2024)

Semi-supervised classification of dental conditions in panoramic radiographs using large language model and instance segmentation: A real-world dataset evaluation. - Bernardo Silva; Jefferson Fontinele; Carolina Letícia Zilli Vieira; João Manuel R. S. Tavares; Patrícia Ramos Cury; Luciano Oliveira (CoRR, 2024)

Road networks structure analysis: A preliminary network science-based approach. - Selim Reza; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Ann. Math. Artif. Intell., 2024)

A corneal ulcer segmentation approach using U-Net and stepwise fine-tuning. - Helano Miguel B. F. Portela; Rodrigo M. S. Veras; Luis H. S. Vogado; Daniel Leite; Paulo E. Ambrósio; Anselmo Cardoso de Paiva; João Manuel R. S. Tavares (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2024)

A Hybrid Hierarchical Mathematical Heuristic Solution of Sparse Algebraic Equations in Sentiment Analysis. - Maryam Jalali; Morteza Zahedi; Abdorreza Alavi Gharahbagh; Vahid Hajihashemi; José J. M. Machado; João Manuel R. S. Tavares (Inf., 2024)

Hybrid time-spatial video saliency detection method to enhance human action recognition systems. - Abdorreza Alavi Gharahbagh; Vahid Hajihashemi; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Multim. Tools Appl., 2024)

Semantic Segmentation of CT Liver Structures: A Systematic Review of Recent Trends and Bibliometric Analysis. - Jessica C. Delmoral; João Manuel R. S. Tavares (J. Medical Syst., 2024)

Advances in Gait-Based Identification - A Systematic Review of Deep Learning Models Leveraging Computer Vision Techniques - Diogo R. M. Bastos; João Manuel R. S. Tavares (Springer, 2025)

3D Industrial Human Action Recognition Based on the Synergy Between Convolutional Neural Networks and Long Short-Term Memory. - Mohammadamin Salimi; Carla Sofia Ferreira Alves; André Cardoso; Estela Bicho; Luis Louro; Ana Colim; José J. M. Machado; João Manuel R. S. Tavares; Duarte Fernandes (ICARA, 2025)

Enhancing Diabetic Foot Ulcer Classification Through Fine-Tuned Multilevel CNN. - Elineide Silva Dos Santos; Rodrigo de Melo Souza Veras; Francisco Das Chagas Torres Dos Santos; Márcia Ito; Andrea Gomes Campos Bianchi; Kelson Rômulo Teixeira Aires; João Manuel R. S. Tavares (IEEE Access, 2025)

An Actor-Critic-based adapted Deep Reinforcement Learning model for multi-step traffic state prediction. - Selim Reza; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Appl. Soft Comput., 2025)

A scalable gait acquisition and recognition system with angle-enhanced models. - Diogo R. M. Bastos; João Manuel R. S. Tavares (Expert Syst. Appl., 2025)

A holistic approach for classifying dental conditions from textual reports and panoramic radiographs. - Bernardo Silva; Jefferson Fontinele; Carolina Letícia Zilli Vieira; João Manuel R. S. Tavares; Patrícia Ramos Cury; Luciano Oliveira (Medical Image Anal., 2025)

Enhancing intelligent transportation systems with a more efficient model for long-term traffic predictions based on an attention mechanism and a residual temporal convolutional network. - Selim Reza; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Neural Networks, 2025)

Deep learning methods to detect Alzheimer's disease from MRI: A systematic review. - Mariana Coelho; Martin Cerný 002; João Manuel R. S. Tavares (Expert Syst. J. Knowl. Eng., 2025)

A citywide TD-learning based intelligent traffic signal control for autonomous vehicles: Performance evaluation using SUMO. - Selim Reza; Marta Campos Ferreira; José J. M. Machado; João Manuel R. S. Tavares (Expert Syst. J. Knowl. Eng., 2025)

Novel sound event and sound activity detection framework based on intrinsic mode functions and deep learning. - Vahid Hajihashemi; Abdorreza Alavi Gharahbagh; José J. M. Machado; João Manuel R. S. Tavares (Multim. Tools Appl., 2025)

A survey on multi-modal and weakly supervised approaches for robust anomaly detection in video data. - Rui Z. Barbosa; Hugo S. Oliveira; João Manuel R. S. Tavares (Inf. Fusion, 2026)