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Algoritmi | User | Carlos Manuel Gregório Santos Lima

Carlos Manuel Gregório Santos Lima

Carlos Manuel Gregório Santos Lima

At Algoritmi

Collaborating Researcher with PhD

Member of the IE R&D Group

Member of the ESRG R&D Lab

Academic Degree

PhD

Current Position

Assistant Professor at Escola de Engenharia da Universidade do Minho

Personal Webpage

Personal Email

clima@dei.uminho.pt

Orcid

0000-0001-8523-5287

Researcher ID

FCT Public Key

J0095893H1XM

Ciência ID

Google Scholar

Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning

Medical Physics

2019 | journal-article

Automatic Segmentation and Detection of Small Bowel Angioectasias in WCE Images

Annals of Biomedical Engineering

2019 | journal-article

UEG Week 2019 Oral Presentations

United European Gastroenterology Journal

2019 | journal-article

A system to automatically detect tumors in white light cystoscopy images using texture

European Urology Supplements

2018 | journal-article

Automatic T1 bladder tumor detection by using wavelet analysis in cystoscopy images

Physics in Medicine and Biology

2018 | journal-article

Brain extraction in partial volumes T2*@7T by using a quasi-anatomic segmentation with bias field correction

Journal of Neuroscience Methods

2018 | journal-article

Ensemble learning based classification for BCI applications

ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings

2017 | conference-paper

Segmentation of bladder tumors in cystoscopy images using a MAP approach in different color spaces

ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings

2017 | conference-paper

Using cystoscopy to segment bladder tumors with a multivariate approach in different color spaces

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

2017 | conference-paper

SYNTHESIZABLE AND PROTOTYPIC VISUAL-TACTILE SYSTEM-IN FPGA: AN ALTERNATIVE TO ANALYSIS AND IMPROVEMENT OF THE VOICE QUALITY FOR THE HEARING IMPAIRED PEOPLE

HOLOS

2016 | journal-article

An adapted double threshold protocol for spastic muscles

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

2016 | conference-paper

Segmentation of angiodysplasia lesions in WCE images using a MAP approach with Markov Random Fields

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

2016 | conference-paper

Automatic detection of small bowel tumors in endoscopic capsule images by ROI selection based on discarded lightness information

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

2015 | conference-paper

Correction of the fundamental voice frequency using tactile and visual feedback

ASSETS 2015 - Proceedings of the 17th International ACM SIGACCESS Conference on Computers and Accessibility

2015 | conference-paper

Development, test and validation of a mechatronic device for spasticity quantification

International Journal of Advanced Robotic Systems

2013 | journal-article

Automatic small bowel tumor diagnosis by using multi-scale wavelet-based analysis in wireless capsule endoscopy images

BioMedical Engineering Online

2012 | journal-article

Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm

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

2012 | conference-paper

Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2012 | journal-article

Automatic continuous ECG monitoring system for over-drug detection in Brugada Syndrome

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

2011 | conference-paper

Automatic continuous ECG monitoring system for over-drug detection in Brugada Syndrome.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2011 | journal-article

Breast Skin-line Detection using Dynamic Programming

Annual International Conference of the IEEE Engineering in Medicine and Biology

2011 | journal-article

A multi-scale comparison of texture descriptors extracted from the Wavelet and Curve let domains for small bowel tumor detection in Capsule Endoscopy exams

IFMBE Proceedings

2010 | journal-article

Detection of small bowel tumors in endoscopic capsule images by modeling non-gaussianity of texture descriptors

International Journal of Tomography and Statistics

2010 | journal-article

ECG Data-Acquisition and classification system by using wavelet-domain Hidden Markov Models.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2010 | journal-article

ECG data-acquisition and classification system by using Wavelet-domain Hidden Markov Models

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2010 | conference-paper

Small bowel tumors detection in capsule endoscopy by Gaussian modeling of Color Curvelet Covariance coefficients

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2010 | conference-paper

Small bowel tumors detection in capsule endoscopy by Gaussian modeling of color curvelet covariance coefficients.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2010 | journal-article

A multi-scale comparison of texture descriptors extracted from the wavelet and curvelet domains for small bowel tumor detection in capsule endoscopy exams

IFMBE Proceedings

2009 | conference-paper

Automatic detection of small bowel tumors in capsule endoscopy based on color curvelet covariance statistical texture descriptors

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

2009 | conference-paper

Automatic detection of small bowel tumors in capsule endoscopy based on color curvelet covariance statistical texture descriptors.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2009 | journal-article

Cardiac Arrhythmia Help-Diagnosis System Using Wavelets and Hidden Markov Models

PROCEEDINGS OF THE 1ST WSEAS INTERNATIONAL CONFERENCE ON BIOMEDICAL ELECTRONICS AND BIOMEDICAL INFORMATICS

2009 | journal-article

Cardiac arrhythmia classification using wavelets and Hidden Markov Models - a comparative approach.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2009 | journal-article

Cardiac arrhythmia classification using wavelets and Hidden Markov models - A comparative approach

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

2009 | conference-paper

Cardiac arrhythmia help - Diagnosis system using wavelets and Hidden Markov Models

Proceedings of the 2nd WSEAS International Conference on Biomedical Electronics and Biomedical Informatics, BEBI '09

2009 | conference-paper

Texture classification of images from endoscopic capsule by using MLP and SVM-a comparative approach

IFMBE Proceedings

2009 | conference-paper

Automatic Segmentation of the Second Cardiac Sound by Using Wavelets and Hidden Markov Models

Annual International Conference of the IEEE Engineering in Medicine and Biology

2008 | journal-article

Automatic segmentation of the second cardiac sound by using wavelets and hidden Markov models

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

2008 | conference-paper

Automatic segmentation of the second cardiac sound by using wavelets and hidden Markov models.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2008 | journal-article

Classification of Endoscopic Capsule Images by Using Color Wavelet Features, Higher Order Statistics and Radial Basis Functions

Annual International Conference of the IEEE Engineering in Medicine and Biology

2008 | journal-article

Classification of endoscopic capsule images by using color wavelet features, higher order statistics and radial basis functions

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

2008 | conference-paper

Classification of endoscopic capsule images by using color wavelet features, higher order statistics and radial basis functions.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2008 | journal-article

Detecting abnormalities in endoscopic capsule images using color wavelet features and feed-forward neural networks

EUROMEDIA 2008 - 14th Annual Scientific Conference on Web Technology, New Media Communications and Telematics Theory Methods, Tools and Applications Medical Imaging and D-TV

2008 | conference-paper

Detecting abnormalities in endoscopic capsule images using color wavelet features and feed-forward neural networks

EUROMEDIA '2008

2008 | journal-article

Detection of Small Bowel Tumors in Capsule Endoscopy Frames Using Texture Analysis based on the Discrete Wavelet Transform

30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8

2008 | journal-article

Detection of small bowel tumors in capsule endoscopy frames using texture analysis based on the discrete wavelet transform

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

2008 | conference-paper

Wireless capsule endoscopic frame classification scheme based on higher order statistics of multi-scale texture descriptors

IFMBE Proceedings

2008 | conference-paper

Cardiac arrhythmia detection by parameters sharing and MMIE training of Hidden Markov Models.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2007 | journal-article

Cardiac arrhythmia detection by parameters sharing and MMIE training of hidden markov models

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

2007 | conference-paper

Phonocardiogram segmentation by using an hybrid RBF-HMM model

Proceedings of the 5th IASTED International Conference on Biomedical Engineering, BioMED 2007

2007 | conference-paper

Phonocardiogram segmentation by using an hybrid RBF-HMM model

Proceedings of the Fifth Iasted International Conference on Biomedical Engineering

2007 | journal-article

Phonocardiogram segmentation by using hidden Markov models

Proceedings of the 5th IASTED International Conference on Biomedical Engineering, BioMED 2007

2007 | conference-paper

Phonocardiogram segmentation by using hidden markov models

Proceedings of the Fifth Iasted International Conference on Biomedical Engineering

2007 | journal-article

WCET prediction for embedded processors using an ADL

Design of Embedded Control Systems

2005 | book

On separating environmental and speaker adaptation

Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003

2003 | conference-paper

Pitch restoration for robust speech recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003 | book

Pitch restoration for robust speech recognition

Computational Processing of the Portuguese Lanaguage, Proceedings

2003 | journal-article

A robust feature extraction for automatic speech recognition in noisy environments

International Conference on Signal Processing Proceedings, ICSP

2002 | conference-paper

Continuous environmental adaptation of a speech recogniser in telephone line conditions

7th International Conference on Spoken Language Processing, ICSLP 2002

2002 | conference-paper

Improving the role of unvoiced speech segments by spectral normalisation in robust speech recognition

7th International Conference on Spoken Language Processing, ICSLP 2002

2002 | conference-paper

Automatic detection of small bowel tumors in wireless capsule endoscopy images using ensemble learning

Medical Physics

2019 | journal-article

Automatic Segmentation and Detection of Small Bowel Angioectasias in WCE Images

Annals of Biomedical Engineering

2019 | journal-article

UEG Week 2019 Oral Presentations

United European Gastroenterology Journal

2019 | journal-article

A system to automatically detect tumors in white light cystoscopy images using texture

European Urology Supplements

2018 | journal-article

Automatic T1 bladder tumor detection by using wavelet analysis in cystoscopy images

Physics in Medicine and Biology

2018 | journal-article

Brain extraction in partial volumes T2*@7T by using a quasi-anatomic segmentation with bias field correction

Journal of Neuroscience Methods

2018 | journal-article

Ensemble learning based classification for BCI applications

ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings

2017 | conference-paper

Segmentation of bladder tumors in cystoscopy images using a MAP approach in different color spaces

ENBENG 2017 - 5th Portuguese Meeting on Bioengineering, Proceedings

2017 | conference-paper

Using cystoscopy to segment bladder tumors with a multivariate approach in different color spaces

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

2017 | conference-paper

SYNTHESIZABLE AND PROTOTYPIC VISUAL-TACTILE SYSTEM-IN FPGA: AN ALTERNATIVE TO ANALYSIS AND IMPROVEMENT OF THE VOICE QUALITY FOR THE HEARING IMPAIRED PEOPLE

HOLOS

2016 | journal-article

An adapted double threshold protocol for spastic muscles

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

2016 | conference-paper

Segmentation of angiodysplasia lesions in WCE images using a MAP approach with Markov Random Fields

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

2016 | conference-paper

Automatic detection of small bowel tumors in endoscopic capsule images by ROI selection based on discarded lightness information

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

2015 | conference-paper

Correction of the fundamental voice frequency using tactile and visual feedback

ASSETS 2015 - Proceedings of the 17th International ACM SIGACCESS Conference on Computers and Accessibility

2015 | conference-paper

Development, test and validation of a mechatronic device for spasticity quantification

International Journal of Advanced Robotic Systems

2013 | journal-article

Automatic small bowel tumor diagnosis by using multi-scale wavelet-based analysis in wireless capsule endoscopy images

BioMedical Engineering Online

2012 | journal-article

Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm

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

2012 | conference-paper

Segmentation of small bowel tumor tissue in capsule endoscopy images by using the MAP algorithm.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2012 | journal-article

Automatic continuous ECG monitoring system for over-drug detection in Brugada Syndrome

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

2011 | conference-paper

Automatic continuous ECG monitoring system for over-drug detection in Brugada Syndrome.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2011 | journal-article

Breast Skin-line Detection using Dynamic Programming

Annual International Conference of the IEEE Engineering in Medicine and Biology

2011 | journal-article

A multi-scale comparison of texture descriptors extracted from the Wavelet and Curve let domains for small bowel tumor detection in Capsule Endoscopy exams

IFMBE Proceedings

2010 | journal-article

Detection of small bowel tumors in endoscopic capsule images by modeling non-gaussianity of texture descriptors

International Journal of Tomography and Statistics

2010 | journal-article

ECG Data-Acquisition and classification system by using wavelet-domain Hidden Markov Models.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2010 | journal-article

ECG data-acquisition and classification system by using Wavelet-domain Hidden Markov Models

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2010 | conference-paper

Small bowel tumors detection in capsule endoscopy by Gaussian modeling of Color Curvelet Covariance coefficients

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2010 | conference-paper

Small bowel tumors detection in capsule endoscopy by Gaussian modeling of color curvelet covariance coefficients.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2010 | journal-article

A multi-scale comparison of texture descriptors extracted from the wavelet and curvelet domains for small bowel tumor detection in capsule endoscopy exams

IFMBE Proceedings

2009 | conference-paper

Automatic detection of small bowel tumors in capsule endoscopy based on color curvelet covariance statistical texture descriptors

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

2009 | conference-paper

Automatic detection of small bowel tumors in capsule endoscopy based on color curvelet covariance statistical texture descriptors.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2009 | journal-article

Cardiac Arrhythmia Help-Diagnosis System Using Wavelets and Hidden Markov Models

PROCEEDINGS OF THE 1ST WSEAS INTERNATIONAL CONFERENCE ON BIOMEDICAL ELECTRONICS AND BIOMEDICAL INFORMATICS

2009 | journal-article

Cardiac arrhythmia classification using wavelets and Hidden Markov Models - a comparative approach.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2009 | journal-article

Cardiac arrhythmia classification using wavelets and Hidden Markov models - A comparative approach

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

2009 | conference-paper

Cardiac arrhythmia help - Diagnosis system using wavelets and Hidden Markov Models

Proceedings of the 2nd WSEAS International Conference on Biomedical Electronics and Biomedical Informatics, BEBI '09

2009 | conference-paper

Texture classification of images from endoscopic capsule by using MLP and SVM-a comparative approach

IFMBE Proceedings

2009 | conference-paper

Automatic Segmentation of the Second Cardiac Sound by Using Wavelets and Hidden Markov Models

Annual International Conference of the IEEE Engineering in Medicine and Biology

2008 | journal-article

Automatic segmentation of the second cardiac sound by using wavelets and hidden Markov models

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

2008 | conference-paper

Automatic segmentation of the second cardiac sound by using wavelets and hidden Markov models.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2008 | journal-article

Classification of Endoscopic Capsule Images by Using Color Wavelet Features, Higher Order Statistics and Radial Basis Functions

Annual International Conference of the IEEE Engineering in Medicine and Biology

2008 | journal-article

Classification of endoscopic capsule images by using color wavelet features, higher order statistics and radial basis functions

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

2008 | conference-paper

Classification of endoscopic capsule images by using color wavelet features, higher order statistics and radial basis functions.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2008 | journal-article

Detecting abnormalities in endoscopic capsule images using color wavelet features and feed-forward neural networks

EUROMEDIA 2008 - 14th Annual Scientific Conference on Web Technology, New Media Communications and Telematics Theory Methods, Tools and Applications Medical Imaging and D-TV

2008 | conference-paper

Detecting abnormalities in endoscopic capsule images using color wavelet features and feed-forward neural networks

EUROMEDIA '2008

2008 | journal-article

Detection of Small Bowel Tumors in Capsule Endoscopy Frames Using Texture Analysis based on the Discrete Wavelet Transform

30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8

2008 | journal-article

Detection of small bowel tumors in capsule endoscopy frames using texture analysis based on the discrete wavelet transform

Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"

2008 | conference-paper

Wireless capsule endoscopic frame classification scheme based on higher order statistics of multi-scale texture descriptors

IFMBE Proceedings

2008 | conference-paper

Cardiac arrhythmia detection by parameters sharing and MMIE training of Hidden Markov Models.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference

2007 | journal-article

Cardiac arrhythmia detection by parameters sharing and MMIE training of hidden markov models

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

2007 | conference-paper

Phonocardiogram segmentation by using an hybrid RBF-HMM model

Proceedings of the 5th IASTED International Conference on Biomedical Engineering, BioMED 2007

2007 | conference-paper

Phonocardiogram segmentation by using an hybrid RBF-HMM model

Proceedings of the Fifth Iasted International Conference on Biomedical Engineering

2007 | journal-article

Phonocardiogram segmentation by using hidden Markov models

Proceedings of the 5th IASTED International Conference on Biomedical Engineering, BioMED 2007

2007 | conference-paper

Phonocardiogram segmentation by using hidden markov models

Proceedings of the Fifth Iasted International Conference on Biomedical Engineering

2007 | journal-article

WCET prediction for embedded processors using an ADL

Design of Embedded Control Systems

2005 | book

On separating environmental and speaker adaptation

Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003

2003 | conference-paper

Pitch restoration for robust speech recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2003 | book

Pitch restoration for robust speech recognition

Computational Processing of the Portuguese Lanaguage, Proceedings

2003 | journal-article

A robust feature extraction for automatic speech recognition in noisy environments

International Conference on Signal Processing Proceedings, ICSP

2002 | conference-paper

Continuous environmental adaptation of a speech recogniser in telephone line conditions

7th International Conference on Spoken Language Processing, ICSLP 2002

2002 | conference-paper

Improving the role of unvoiced speech segments by spectral normalisation in robust speech recognition

7th International Conference on Spoken Language Processing, ICSLP 2002

2002 | conference-paper