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ORCIDJ. Miguel Sanches
João M. Sanches – João Miguel Sanches – João Miguel R. Sanches – João Miguel Raposo Sanches
Person information
- affiliation: Technical University of Lisbon, Institute for Systems and Robotics, Department of Bioengineering, Portugal
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2020 – today
- 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) - [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
- [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) - [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 - [d1]Andrea Farabbi, Fabiola Ghiringhelli, Luca T. Mainardi, João Miguel Sanches, Plinio Moreno, José Santos-Victor, Patrícia Figueiredo, Athanasios Vourvopoulos:
Motor-Imagery EEG Dataset During Robot-Arm Control. Zenodo, 2020
2010 – 2019
- 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 - 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) - [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 - 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) - [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 - [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] - 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) - [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
- [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) - [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 - [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] - 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) - [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
2000 – 2009
- 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) - [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
- [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) - [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
- [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) - [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
- [j1]João M. Sanches, Jorge S. Marques:
A Rayleigh reconstruction/interpolation algorithm for 3D ultrasound. Pattern Recognit. Lett. 21(10): 917-926 (2000) - [c1]João M. Sanches, Jorge S. Marques:
Alignment-by-Reconstruction for 3D Ultrasound Imaging. ICPR 2000: 3041-3044
Coauthor Index
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