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J. Miguel Sanches
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- affiliation: Technical University of Lisbon, Institute for Systems and Robotics, Department of Bioengineering, Portugal
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Journal Articles
- 2024
- [j31]Diogo Fróis Vieira
, Afonso Raposo
, António Azeitona, Manya V. Afonso
, Luís Mendes Pedro
, João M. Sanches
:
Ultrasound Despeckling With GANs and Cross Modality Transfer Learning. IEEE Access 12: 45811-45823 (2024) - 2022
- [j30]Diogo Ramalho
, Pedro Constantino, Hugo Plácido da Silva
, Miguel Constante
, João M. Sanches
:
An Augmented Teleconsultation Platform for Depressive Disorders. IEEE Access 10: 130563-130571 (2022) - 2021
- [j29]Jasjit S. Suri, Sushant Agarwal, Suneet K. Gupta, Anudeep Puvvula
, Mainak Biswas, Luca Saba, Arindam Bit, Gopal S. Tandel
, Mohit Agarwal
, Anubhav Patrick, Gavino Faa, Inder M. Singh, Ronald Oberleitner, Monika Turk, Paramjit S. Chadha, Amer M. Johri, J. Miguel Sanches
, Narendra N. Khanna
, D. Subbaram Naidu:
A narrative review on characterization of acute respiratory distress syndrome in COVID-19-infected lungs using artificial intelligence. Comput. Biol. Medicine 130: 104210 (2021) - [j28]Afonso Raposo
, Luis Marques, Rafael Correia
, Francisco Melo
, João Valente
, Telmo Pereira
, Luis Brás Rosário, Filipe Froes
, João M. Sanches
, Hugo Plácido da Silva
:
e-CoVig: A Novel mHealth System for Remote Monitoring of Symptoms in COVID-19. Sensors 21(10): 3397 (2021) - 2020
- [j27]Jasjit S. Suri, Anudeep Puvvula
, Mainak Biswas, Misha Majhail, Luca Saba, Gavino Faa, Inder M. Singh, Ronald Oberleitner, Monika Turk, Paramjit S. Chadha, Amer M. Johri, J. Miguel Sanches
, Narendra N. Khanna
, Klaudija Viskovic, Sophie Mavrogeni
, John R. Laird, Gyan Pareek, Martin Miner, D. Subbaram Naidu:
COVID-19 pathways for brain and heart injury in comorbidity patients: A role of medical imaging and artificial intelligence-based COVID severity classification: A review. Comput. Biol. Medicine 124: 103960 (2020) - 2018
- [j26]Mainak Biswas
, Venkatanareshbabu Kuppili
, Damodar Reddy Edla, Harman S. Suri, Luca Saba, Rui Tato Marinho, J. Miguel Sanches
, Jasjit S. Suri:
Symtosis: A liver ultrasound tissue characterization and risk stratification in optimized deep learning paradigm. Comput. Methods Programs Biomed. 155: 165-177 (2018) - [j25]Venkatanareshbabu Kuppili
, Mainak Biswas
, Aswini Sreekumar, Harman S. Suri, Luca Saba, Damodar Reddy Edla, Rui Tato Marinho, J. Miguel Sanches
, Jasjit S. Suri:
Author Correction to: Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization. J. Medical Syst. 42(1): 18:1 (2018) - 2017
- [j24]Venkatanareshbabu Kuppili
, Mainak Biswas
, Aswini Sreekumar, Harman S. Suri, Luca Saba, Damodar Reddy Edla, Rui Tato Marinho, João Miguel Sanches
, Jasjit S. Suri:
Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization. J. Medical Syst. 41(10): 152:1-152:20 (2017) - 2016
- [j23]Luca Saba, Nilanjan Dey
, Amira S. Ashour
, Sourav Samanta, Siddhartha Sankar Nath, Sayan Chakraborty, João M. Sanches
, Dinesh Kumar, Rui Tato Marinho, Jasjit S. Suri:
Automated stratification of liver disease in ultrasound: An online accurate feature classification paradigm. Comput. Methods Programs Biomed. 130: 118-134 (2016) - 2015
- [j22]Manya V. Afonso
, João Miguel Raposo Sanches
:
A total variation recursive space-variant filter for image denoising. Digit. Signal Process. 40: 101-116 (2015) - [j21]Luisa Micó
, João M. Sanches
, Jaime S. Cardoso
:
The vitality of pattern recognition and image analysis. Neurocomputing 150: 124-125 (2015) - [j20]Manya V. Afonso
, J. Miguel Sanches
:
Image reconstruction under multiplicative speckle noise using total variation. Neurocomputing 150: 200-213 (2015) - [j19]Manya V. Afonso
, João Miguel Raposo Sanches
:
Blind Inpainting Using ℓ0 and Total Variation Regularization. IEEE Trans. Image Process. 24(7): 2239-2253 (2015) - [j18]David M. Afonso, José C. R. Seabra, Luís Mendes Pedro
, José Fernandes e Fernandes, J. Miguel Sanches
:
An Ultrasonographic Risk Score For Detecting Symptomatic Carotid Atherosclerotic Plaques. IEEE J. Biomed. Health Informatics 19(4): 1505-1513 (2015) - 2014
- [j17]Alexandre Domingues, Teresa Paiva, João Miguel Sanches
:
Sleep and Wakefulness State Detection in Nocturnal Actigraphy Based on Movement Information. IEEE Trans. Biomed. Eng. 61(2): 426-434 (2014) - [j16]Alexandre Domingues, Teresa Paiva, João Miguel Sanches
:
Hypnogram and Sleep Parameter Computation From Activity and Cardiovascular Data. IEEE Trans. Biomed. Eng. 61(6): 1711-1719 (2014) - [j15]Ricardo T. Ribeiro, Rui Tato Marinho, J. Miguel Sanches
:
An Ultrasound-Based Computer-Aided Diagnosis Tool for Steatosis Detection. IEEE J. Biomed. Health Informatics 18(4): 1397-1403 (2014) - 2013
- [j14]U. Rajendra Acharya
, Oliver Faust
, Subbhuraam Vinitha Sree, Peng Chuan Alvin Ang, Ganapathy Krishnamurthi, José C. R. Seabra, João M. Sanches
, Jasjit S. Suri:
Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization. Comput. Methods Programs Biomed. 110(1): 66-75 (2013) - [j13]U. Rajendra Acharya
, Muthu Rama Krishnan Mookiah
, Subbhuraam Vinitha Sree, David M. Afonso, João M. Sanches
, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro
, José Fernandes e Fernandes
, Jasjit S. Suri:
Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment. Medical Biol. Eng. Comput. 51(5): 513-523 (2013) - [j12]Ricardo T. Ribeiro, Rui Tato Marinho
, J. Miguel Sanches
:
Classification and Staging of Chronic Liver Disease From Multimodal Data. IEEE Trans. Biomed. Eng. 60(5): 1336-1344 (2013) - [j11]U. Rajendra Acharya
, M. Muthu Rama Krishnan, Subbhuraam Vinitha Sree, João M. Sanches
, Shoaib Shafique, Andrew Nicolaides, Luís Mendes Pedro
, Jasjit S. Suri:
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation. IEEE Trans. Instrum. Meas. 62(2): 392-400 (2013) - 2012
- [j10]Mario Hernández-Tejera
, João Miguel Raposo Sanches
, Jordi Vitrià
:
Selected papers from Iberian Conference on Pattern Recognition and Image Analysis. Pattern Recognit. 45(9): 3047 (2012) - 2011
- [j9]José C. R. Seabra, Francesco Ciompi, Oriol Pujol
, Josepa Mauri, Petia Radeva
, João M. Sanches
:
Rayleigh Mixture Model for Plaque Characterization in Intravascular Ultrasound. IEEE Trans. Biomed. Eng. 58(5): 1314-1324 (2011) - [j8]Nuno Santos, João Miguel Sanches
, Inês Sousa
, Patrícia Figueiredo
:
Optimal Sampling and Estimation in PASL Perfusion Imaging. IEEE Trans. Biomed. Eng. 58(11): 3165-3174 (2011) - [j7]Isabel C. Rodrigues, João Miguel Raposo Sanches
:
Convex Total Variation Denoising of Poisson Fluorescence Confocal Images With Anisotropic Filtering. IEEE Trans. Image Process. 20(1): 146-160 (2011) - 2010
- [j6]Artem Khmelinskii
, Rodrigo Ventura
, João M. Sanches
:
A Novel Metric for Bone Marrow Cells Chromosome Pairing. IEEE Trans. Biomed. Eng. 57(6): 1420-1429 (2010) - [j5]Shadab Khan, João M. Sanches
, Rodrigo Ventura
:
Robust Band Profile Extraction Using Constrained Nonparametric Machine-Learning Technique. IEEE Trans. Biomed. Eng. 57(10): 2587-2591 (2010) - 2009
- [j4]José C. R. Seabra, Luís Mendes Pedro
, José Fernandes e Fernandes
, João M. Sanches
:
A 3-D Ultrasound-Based Framework to Characterize the Echo Morphology of Carotid Plaques. IEEE Trans. Biomed. Eng. 56(5): 1442-1453 (2009) - 2008
- [j3]João M. Sanches
, Jacinto C. Nascimento
, Jorge S. Marques
:
Medical Image Noise Reduction Using the Sylvester-Lyapunov Equation. IEEE Trans. Image Process. 17(9): 1522-1539 (2008) - 2003
- [j2]João M. Sanches
, Jorge S. Marques
:
Joint image registration and volume reconstruction for 3D ultrasound. Pattern Recognit. Lett. 24(4-5): 791-800 (2003) - 2000
- [j1]João M. Sanches
, Jorge S. Marques:
A Rayleigh reconstruction/interpolation algorithm for 3D ultrasound. Pattern Recognit. Lett. 21(10): 917-926 (2000)
Conference and Workshop Papers
- 2021
- [c65]Rafael Correia, J. Miguel Sanches
, Luca T. Mainardi
:
Error perception classification in Brain-Computer Interfaces using CNN. EMBC 2021: 204-207 - [c64]Afonso Raposo
, Hugo Plácido da Silva
, João M. Sanches
:
Camera-based Photoplethysmography (cbPPG) using smartphone rear and frontal cameras: an experimental study. EMBC 2021: 7091-7094 - 2020
- [c63]Hemaxi Narotamo
, J. Miguel Sanches
, Margarida Silveira
:
Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation *. EMBC 2020: 1428-1431 - [c62]Hemaxi Narotamo
, Maria Sofia Fernandes
, J. Miguel Sanches
, Margarida Silveira
:
Interphase Cell Cycle Staging using Deep Learning *. EMBC 2020: 1432-1435 - 2019
- [c61]Hemaxi Narotamo
, J. Miguel Sanches
, Margarida Silveira
:
Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning. IbPRIA (1) 2019: 53-64 - [c60]Saber Sarbazvatan
, Rodrigo Ventura
, Francisco F. Esteves
, Susana Q. Lima
, J. Miguel Sanches
:
A Novel Graph-Based Approach for Seriation of Mouse Brain Cross-Section from Images. IbPRIA (1) 2019: 461-471 - 2015
- [c59]Manya V. Afonso, J. Miguel Sanches
:
Noise Decomposition Using Polynomial Approximation. IbPRIA 2015: 157-164 - [c58]Diego Martín-Martínez, Alexandre Domingues, Pablo Casaseca-de-la-Higuera
, Carlos Alberola-López
, J. Miguel Sanches
:
PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones. IbPRIA 2015: 595-602 - 2013
- [c57]Manya V. Afonso
, João Miguel Raposo Sanches
:
A Total Variation Based Reconstruction Algorithm for 3D Ultrasound. IbPRIA 2013: 149-156 - [c56]Sofia Esménio
, Joana Figueiredo
, Raquel Seruca
, J. Miguel Sanches
:
E-Cadherin Radial Distribution Characterization for Mutation Detection Purposes. IbPRIA 2013: 173-180 - [c55]Filomena Ribeiro, Antonio Castanheira-Dinis, João Miguel Sanches
, João M. Dias
:
Assessment of Image Quality Using a Pseudophakic Eye Model for Refractive Evaluation. IbPRIA 2013: 543-550 - [c54]Ricardo T. Ribeiro, Rui Tato Marinho
, João Miguel Sanches
:
Cirrhosis Prognostic Quantification with Ultrasound: An Approximation to Model for End-Stage Liver Disease. IbPRIA 2013: 551-558 - [c53]David Afonso, João Miguel R. Sanches
:
Detection of Carotid Plaque Symptoms Using Ultrasound Imaging. IbPRIA 2013: 584-591 - [c52]Vânia Relvas, J. Miguel Sanches
, Patrícia Figueiredo
:
Scalp EEG Continuous Space ERD/ERS Quantification. IbPRIA 2013: 616-623 - [c51]Miguel L. Rodrigues, Patrícia Figueiredo
, João Miguel Sanches
:
A Bayesian Approach to Perfusion Imaging Using ASL MRI. IbPRIA 2013: 691-698 - 2012
- [c50]David Afonso, José C. R. Seabra, Jasjit S. Suri, J. Miguel Sanches
:
A CAD system for atherosclerotic plaque assessment. EMBC 2012: 1008-1011 - [c49]Alexandre Domingues, Teresa Paiva, J. Miguel Sanches
:
An actigraphy heterogeneous mixture model for sleep assessment. EMBC 2012: 2275-2278 - [c48]Carlos Carreiras
, Luis Borges de Almeida, J. Miguel Sanches
:
Phase-locking factor in a motor imagery brain-computer interface. EMBC 2012: 2877-2880 - [c47]Shadab Khan, Alisha DSouza, João M. Sanches
, Rodrigo Ventura
:
Geometric correction of deformed chromosomes for automatic Karyotyping. EMBC 2012: 4438-4441 - [c46]Ricardo T. Ribeiro, Rui Tato Marinho
, J. Miguel Sanches
:
Global and local detection of liver steatosis from ultrasound. EMBC 2012: 6547-6550 - 2011
- [c45]U. Rajendra Acharya
, Oliver Faust
, Subbhuraam Vinitha Sree, Peng Chuan Alvin Ang, Ganapathy Krishnamurthi, José C. R. Seabra, João M. Sanches
, Jasjit S. Suri:
Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture. EMBC 2011: 4489-4492 - [c44]Ricardo Ribeiro, Rui Tato Marinho
, José Velosa
, Fernando Ramalho, J. Miguel Sanches
, Jasjit S. Suri:
The usefulness of ultrasound in the classification of chronic liver disease. EMBC 2011: 5132-5135 - [c43]David M. Afonso, Patrícia Figueiredo
, João Miguel Sanches
:
Automatic HyperParameter Estimation in fMRI. IbPRIA 2011: 117-125 - [c42]Ricardo Ribeiro, Rui Marinho
, José Velosa
, Fernando Ramalho, João Miguel Sanches
:
Diffuse Liver Disease Classification from Ultrasound Surface Characterization, Clinical and Laboratorial Data. IbPRIA 2011: 167-175 - [c41]José C. R. Seabra, Luís Mendes Pedro
, José Fernandes e Fernandes
, João M. Sanches
:
Ultrasound Plaque Enhanced Activity Index for Predicting Neurological Symptoms. IbPRIA 2011: 184-191 - [c40]David Belo
, Ana Luísa Coito, Teresa Paiva, João Miguel Sanches
:
Topographic EEG Brain Mapping before, during and after Obstructive Sleep Apnea Episodes. IbPRIA 2011: 564-571 - [c39]Rita Gafaniz, João Miguel Sanches
:
Neuronal electrical activity, energy consumption and mitochondrial ATP restoration dynamics: A physiological based model for FMRI. ISBI 2011: 341-344 - [c38]Ricardo Ribeiro, Rui Marinho
, José Velosa
, Fernando Ramalho, João Miguel Sanches
:
Chronic liver disease staging classification based on ultrasound, clinical and laboratorial data. ISBI 2011: 707-710 - [c37]Nuno Santos, João M. Sanches
, Patrícia Figueiredo
:
Spatial priors for perfusion and transit time estimation in PASL-MRI. ISBI 2011: 791-794 - [c36]Ana Luísa Coito, David Belo
, Teresa Paiva, João Miguel Sanches
:
Topographic EEG brain mapping before, during and after Obstructive Sleep Apnea Episodes. ISBI 2011: 1860-1863 - 2010
- [c35]José C. R. Seabra, João M. Sanches
, Francesco Ciompi
, Petia Radeva
:
Ultrasonographic plaque characterization using a Rayleigh mixture model. ISBI 2010: 1-4 - [c34]José C. R. Seabra, João M. Sanches
:
On estimating de-speckled and speckle components from B-mode ultrasound images. ISBI 2010: 284-287 - [c33]João M. Sanches
, Inês Sousa
, Patrícia Figueiredo
:
Bayesian fisher information criterion for sampling optimization in ASL-MRI. ISBI 2010: 880-883 - [c32]Isabel C. Rodrigues, João Miguel Raposo Sanches
:
Photoblinking/photobleaching differential equation model for intensity decay of fluorescence microscopy images. ISBI 2010: 1265-1268 - 2009
- [c31]Ricardo Ribeiro, João M. Sanches
:
Fatty Liver Characterization and Classification by Ultrasound. IbPRIA 2009: 354-361 - [c30]Pedro Pires, Teresa Paiva, João M. Sanches
:
Sleep/Wakefulness State from Actigraphy. IbPRIA 2009: 362-369 - [c29]Isabel Rodrigues, João M. Sanches
:
Fluorescence microscopy imaging denoising with log-Euclidean priors and photobleaching compensation. ICIP 2009: 809-812 - 2008
- [c28]David M. Afonso, João M. Sanches
, Martin H. Lauterbach:
Joint Bayesian detection of brain activated regions and local HRF estimation in functional MRI. ICASSP 2008: 437-440 - [c27]Liliana Caldeira
, João M. Sanches
:
Pharmacokinetic Perfusion Curves Estimation for Liver Tumor Diagnosis from DCE-MRI. ICIAR 2008: 789-797 - [c26]Jacinto C. Nascimento
, João M. Sanches
:
Ultrasound imaging LV tracking with adaptive window size and automatic hyper-parameter estimation. ICIP 2008: 553-556 - [c25]Isabel Rodrigues, João M. Sanches
, José M. Bioucas-Dias
:
Denoising of medical images corrupted by Poisson noise. ICIP 2008: 1756-1759 - [c24]Liliana Caldeira
, Isabela Silva, João M. Sanches
:
Automatic liver tumor diagnosis with Dynamic-Contrast Enhanced MRI. ICIP 2008: 2256-2259 - [c23]David M. Afonso, João M. Sanches
, Martin H. Lauterbach:
Robust brain activation detection in functional MRI. ICIP 2008: 2960-2963 - [c22]Artem Khmelinskii, Rodrigo Ventura
, João M. Sanches
:
Chromosome pairing for karyotyping purposes using mutual information. ISBI 2008: 484-487 - [c21]Patrícia Figueiredo
, João M. Sanches
:
Sampling strategy for perfusion quantification using PASL-MRI. ISBI 2008: 576-579 - [c20]João M. Sanches
, David M. Afonso, Kestutis Bartnykas, Martin H. Lauterbach:
Comparison of two different approaches for brain activity detection in fMRI: SPM-MAP and SPM-GLM. ISBI 2008: 596-599 - [c19]Liliana Caldeira
, João M. Sanches
:
Liver tumor assessment with DCE-MRI. ISBI 2008: 804-807 - [c18]David M. Afonso, João M. Sanches
, Martin H. Lauterbach:
FMRI brain activity and underlying hemodynamics estimation in a new Bayesian framework. ISBI 2008: 1255-1258 - 2007
- [c17]José C. R. Seabra, João M. Sanches, Luís Mendes Pedro, José Fernandes e Fernandes:
Three-Dimensional Ultrasonic Assessment of Atherosclerotic Plaques. IbPRIA (2) 2007: 523-531 - [c16]Jacinto C. Nascimento, João M. Sanches
, Jorge S. Marques:
Tracking the Left Ventricle in Ultrasound Images Based on Total Variation Denoising. IbPRIA (2) 2007: 628-636 - 2006
- [c15]Jacinto C. Nascimento
, João M. Sanches
, Jorge S. Marques
:
A Method for the Dynamic Analysis of the Heart Using a Lyapounov Based Denoising Algorithm. EMBC 2006: 4828-4831 - [c14]João M. Sanches
, Jorge S. Marques:
Image Denoising Using the Lyapunov Equation from Non-uniform Samples. ICIAR (1) 2006: 351-358 - [c13]Manuel Marques, Alexandre Neves, Jorge S. Marques, João M. Sanches
:
The Papoulis-Gerchberg Algorithm with Unknown Signal Bandwidth. ICIAR (1) 2006: 436-445 - [c12]João M. Sanches
, Jorge S. Marques
:
Image Reconstruction using the Benford Law. ICIP 2006: 2029-2032 - 2005
- [c11]João M. Sanches
, Jorge S. Marques
:
A fast MAP algorithm using high order Gibbs priors. ICASSP (4) 2005: 453-456 - [c10]João M. Sanches
, José M. Bioucas-Dias
, Jorge S. Marques
:
Minimum total variation in 3D ultrasound reconstruction. ICIP (3) 2005: 597-600 - 2004
- [c9]João M. Sanches
, Jorge S. Marques:
MAP Signal Reconstruction with Non Regular Grids. ICIAR (1) 2004: 204-211 - 2003
- [c8]João M. Sanches
, Jorge S. Marques:
A MAP Estimation Algorithm Using IIR Recursive Filters. EMMCVPR 2003: 436-449 - [c7]João M. Sanches
, Jorge S. Marques, Fausto J. Pinto
, Paulo J. Ferreira:
A 3D Ultrasound System for Medical Diagnosis. IbPRIA 2003: 893-901 - [c6]Jacinto C. Nascimento, Jorge S. Marques, João M. Sanches
:
Estimation of cardiac phases in echographic images using multiple models. ICIP (2) 2003: 149-152 - 2002
- [c5]João M. Sanches
, Jorge S. Marques:
A MAP IIR filter for 3D ultrasound. ICIP (2) 2002: 957-960 - [c4]João M. Sanches, Jorge S. Marques:
A 3D Ultrasound algorithm with alignment and nonlinearity compensation. PRIS 2002: 156-172 - 2001
- [c3]João M. Sanches
, Jorge S. Marques
:
A Fast MAP Algorithm for 3D Ultrasound. EMMCVPR 2001: 63-74 - [c2]João M. Sanches
, Jorge S. Marques:
3D reconstruction from log-compressed Rayleigh images. ICIP (1) 2001: 345-348 - 2000
- [c1]João M. Sanches
, Jorge S. Marques:
Alignment-by-Reconstruction for 3D Ultrasound Imaging. ICPR 2000: 3041-3044
Editorship
- 2013
- [e2]João M. Sanches
, Luisa Micó
, Jaime S. Cardoso
:
Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings. Lecture Notes in Computer Science 7887, Springer 2013, ISBN 978-3-642-38627-5 [contents] - 2011
- [e1]Jordi Vitrià
, João Miguel Raposo Sanches
, Mario Hernández
:
Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA 2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011. Proceedings. Lecture Notes in Computer Science 6669, Springer 2011, ISBN 978-3-642-21256-7 [contents]
Coauthor Index
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