J. Miguel Sanches

Anudeep Puvvula

Comput. Biol. Medicine, 2020

Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation *.

[BibT_eX]

[DOI]

Hemaxi Narotamo

Margarida Silveira

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Interphase Cell Cycle Staging using Deep Learning *.

[BibT_eX]

[DOI]

Hemaxi Narotamo

Maria Sofia Fernandes

Margarida Silveira

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

A Novel Graph-Based Approach for Seriation of Mouse Brain Cross-Section from Images.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning.

[BibT_eX]

[DOI]

Hemaxi Narotamo

Venkatanareshbabu Kuppili

Margarida Silveira

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018

Author Correction to: Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization.

[BibT_eX]

[DOI]

J. Medical Syst., 2018

Symtosis: A liver ultrasound tissue characterization and risk stratification in optimized deep learning paradigm.

[BibT_eX]

[DOI]

Mainak Biswas

Venkatanareshbabu Kuppili

Comput. Methods Programs Biomed., 2018

2017

Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization.

[BibT_eX]

[DOI]

Venkatanareshbabu Kuppili

J. Medical Syst., 2017

2016

Automated stratification of liver disease in ultrasound: An online accurate feature classification paradigm.

[BibT_eX]

[DOI]

Siddhartha Sankar Nath

Comput. Methods Programs Biomed., 2016

2015

An Ultrasonographic Risk Score For Detecting Symptomatic Carotid Atherosclerotic Plaques.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2015

Blind Inpainting Using ℓ0 and Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

The vitality of pattern recognition and image analysis.

[BibT_eX]

[DOI]

Luisa Micó

Jaime S. Cardoso

Neurocomputing, 2015

Image reconstruction under multiplicative speckle noise using total variation.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A total variation recursive space-variant filter for image denoising.

[BibT_eX]

[DOI]

Digit. Signal Process., 2015

PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones.

[BibT_eX]

[DOI]

Diego Martín-Martínez

Pablo Casaseca-de-la-Higuera

Carlos Alberola-López

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Noise Decomposition Using Polynomial Approximation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

An Ultrasound-Based Computer-Aided Diagnosis Tool for Steatosis Detection.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2014

Hypnogram and Sleep Parameter Computation From Activity and Cardiovascular Data.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2014

Sleep and Wakefulness State Detection in Nocturnal Actigraphy Based on Movement Information.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2014

2013

Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation.

[BibT_eX]

[DOI]

M. Muthu Rama Krishnan

IEEE Trans. Instrum. Meas., 2013

Classification and Staging of Chronic Liver Disease From Multimodal Data.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment.

[BibT_eX]

[DOI]

Muthu Rama Krishnan Mookiah

Medical Biol. Eng. Comput., 2013

Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization.

[BibT_eX]

[DOI]

Oliver Faust

Peng Chuan Alvin Ang

Ganapathy Krishnamurthi

Comput. Methods Programs Biomed., 2013

A Bayesian Approach to Perfusion Imaging Using ASL MRI.

[BibT_eX]

[DOI]

Miguel L. Rodrigues

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Cirrhosis Prognostic Quantification with Ultrasound: An Approximation to Model for End-Stage Liver Disease.

[BibT_eX]

[DOI]

Antonio Castanheira-Dinis

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Assessment of Image Quality Using a Pseudophakic Eye Model for Refractive Evaluation.

[BibT_eX]

[DOI]

Filomena Ribeiro

João M. Dias

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Scalp EEG Continuous Space ERD/ERS Quantification.

[BibT_eX]

[DOI]

Vânia Relvas

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

E-Cadherin Radial Distribution Characterization for Mutation Detection Purposes.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

Detection of Carotid Plaque Symptoms Using Ultrasound Imaging.

[BibT_eX]

[DOI]

David Afonso

João Miguel R. Sanches

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

A Total Variation Based Reconstruction Algorithm for 3D Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Selected papers from Iberian Conference on Pattern Recognition and Image Analysis.

[BibT_eX]

[DOI]

Mario Hernández-Tejera

Jordi Vitrià

Pattern Recognit., 2012

Global and local detection of liver steatosis from ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Geometric correction of deformed chromosomes for automatic Karyotyping.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

An actigraphy heterogeneous mixture model for sleep assessment.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Phase-locking factor in a motor imagery brain-computer interface.

[BibT_eX]

[DOI]

Carlos Carreiras

Luis Borges de Almeida

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A CAD system for atherosclerotic plaque assessment.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Convex Total Variation Denoising of Poisson Fluorescence Confocal Images With Anisotropic Filtering.

[BibT_eX]

[DOI]

Isabel C. Rodrigues

IEEE Trans. Image Process., 2011

Rayleigh Mixture Model for Plaque Characterization in Intravascular Ultrasound.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2011

Optimal Sampling and Estimation in PASL Perfusion Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2011

Spatial priors for perfusion and transit time estimation in PASL-MRI.

[BibT_eX]

[DOI]

Nuno Santos

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Chronic liver disease staging classification based on ultrasound, clinical and laboratorial data.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Neuronal electrical activity, energy consumption and mitochondrial ATP restoration dynamics: A physiological based model for FMRI.

[BibT_eX]

[DOI]

Rita Gafaniz

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Topographic EEG brain mapping before, during and after Obstructive Sleep Apnea Episodes.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Ultrasound Plaque Enhanced Activity Index for Predicting Neurological Symptoms.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Diffuse Liver Disease Classification from Ultrasound Surface Characterization, Clinical and Laboratorial Data.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Automatic HyperParameter Estimation in fMRI.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture.

[BibT_eX]

[DOI]

Oliver Faust

Peng Chuan Alvin Ang

Ganapathy Krishnamurthi

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

The usefulness of ultrasound in the classification of chronic liver disease.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

A Novel Metric for Bone Marrow Cells Chromosome Pairing.

[BibT_eX]

[DOI]

Artem Khmelinskii

Rodrigo Ventura

IEEE Trans. Biomed. Eng., 2010

Robust Band Profile Extraction Using Constrained Nonparametric Machine-Learning Technique.

[BibT_eX]

[DOI]

Shadab Khan

Rodrigo Ventura

IEEE Trans. Biomed. Eng., 2010

Ultrasonographic plaque characterization using a Rayleigh mixture model.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

On estimating de-speckled and speckle components from B-mode ultrasound images.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Bayesian fisher information criterion for sampling optimization in ASL-MRI.

[BibT_eX]

[DOI]

Inês Sousa

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Photoblinking/photobleaching differential equation model for intensity decay of fluorescence microscopy images.

[BibT_eX]

[DOI]

Isabel C. Rodrigues

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

A 3-D Ultrasound-Based Framework to Characterize the Echo Morphology of Carotid Plaques.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2009

Fluorescence microscopy imaging denoising with log-Euclidean priors and photobleaching compensation.

[BibT_eX]

[DOI]

Isabel Rodrigues

Proceedings of the International Conference on Image Processing, 2009

Fatty Liver Characterization and Classification by Ultrasound.

[BibT_eX]

[DOI]

Ricardo Ribeiro

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Sleep/Wakefulness State from Actigraphy.

[BibT_eX]

[DOI]

Pedro Pires

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

2008

Medical Image Noise Reduction Using the Sylvester-Lyapunov Equation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2008

Comparison of two different approaches for brain activity detection in fMRI: SPM-MAP and SPM-GLM.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Chromosome pairing for karyotyping purposes using mutual information.

[BibT_eX]

[DOI]

Artem Khmelinskii

Rodrigo Ventura

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Sampling strategy for perfusion quantification using PASL-MRI.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Liver tumor assessment with DCE-MRI.

[BibT_eX]

[DOI]

Liliana Caldeira

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

FMRI brain activity and underlying hemodynamics estimation in a new Bayesian framework.

[BibT_eX]

[DOI]

Martin H. Lauterbach

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Denoising of medical images corrupted by Poisson noise.

[BibT_eX]

[DOI]

Isabel Rodrigues

José M. Bioucas-Dias

Proceedings of the International Conference on Image Processing, 2008

Ultrasound imaging LV tracking with adaptive window size and automatic hyper-parameter estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Automatic liver tumor diagnosis with Dynamic-Contrast Enhanced MRI.

[BibT_eX]

[DOI]

Liliana Caldeira

Isabela Silva

Proceedings of the International Conference on Image Processing, 2008

Robust brain activation detection in functional MRI.

[BibT_eX]

[DOI]

Martin H. Lauterbach

Proceedings of the International Conference on Image Processing, 2008

Pharmacokinetic Perfusion Curves Estimation for Liver Tumor Diagnosis from DCE-MRI.

[BibT_eX]

[DOI]

Liliana Caldeira

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Joint Bayesian detection of brain activated regions and local HRF estimation in functional MRI.

[BibT_eX]

[DOI]

Martin H. Lauterbach

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Three-Dimensional Ultrasonic Assessment of Atherosclerotic Plaques.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Tracking the Left Ventricle in Ultrasound Images Based on Total Variation Denoising.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

Image Reconstruction using the Benford Law.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Image Denoising Using the Lyapunov Equation from Non-uniform Samples.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

The Papoulis-Gerchberg Algorithm with Unknown Signal Bandwidth.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

A Method for the Dynamic Analysis of the Heart Using a Lyapounov Based Denoising Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Minimum total variation in 3D ultrasound reconstruction.

[BibT_eX]

[DOI]

José M. Bioucas-Dias

Proceedings of the 2005 International Conference on Image Processing, 2005

A fast MAP algorithm using high order Gibbs priors.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

MAP Signal Reconstruction with Non Regular Grids.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003

Joint image registration and volume reconstruction for 3D ultrasound.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2003

Estimation of cardiac phases in echographic images using multiple models.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

A 3D Ultrasound System for Medical Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

A MAP Estimation Algorithm Using IIR Recursive Filters.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2002

A 3D Ultrasound algorithm with alignment and nonlinearity compensation.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2002

A MAP IIR filter for 3D ultrasound.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

3D reconstruction from log-compressed Rayleigh images.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

A Fast MAP Algorithm for 3D Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

2000

A Rayleigh reconstruction/interpolation algorithm for 3D ultrasound.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2000

Alignment-by-Reconstruction for 3D Ultrasound Imaging.

[BibT_eX]

[DOI]