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Mercedes Cabrerizo
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2020 – today
- 2023
- [j27]Ahmed Hossam Mohammed, Mercedes Cabrerizo, Alberto Pinzon, Ilker Yaylali, Prasanna Jayakar, Malek Adjouadi:
Graph neural networks in EEG spike detection. Artif. Intell. Medicine 145: 102663 (2023) - [j26]Ulyana Morar, Harold Martin, Robin Perry Mayrand, Walter Izquierdo, Elaheh Zarafshan, Parisa Forouzannezhad, Elona Unger, Mercedes Cabrerizo, Rosie E. Curiel, Monica Rosselli, Armando Barreto, Naphtali Rishe, David E. Vaillancourt, Steven DeKosky, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
Prediction of Cognitive Test Scores from Variable Length Multimodal Data in Alzheimer's Disease. Cogn. Comput. 15(6): 2062-2086 (2023) - [c23]Josue D. Rodriguez, Mercedes Cabrerizo, Marcos A. Bosques, Ilker Yaylali, Malek Adjouadi:
An Integrated Approach for Focal Cortical Dysplasia Lesion Validation on Preoperative Assessments. BHI 2023: 1-4 - 2022
- [j25]Ahmed Hossam Mohammed, Ulyana Morar, Mercedes Cabrerizo, Hoda Rajaei, Alberto Pinzon, Ilker Yaylali, Malek Adjouadi:
Dynamics of Electrical Activity in Epileptic Brain and Induced Changes Due to Interictal Epileptiform Discharges. IEEE Access 10: 1276-1288 (2022) - [c22]Elaheh Zarafshan, Parisa Forouzannezhad, Hoda Rajaei, Ulyana Morar, Mercedes Cabrerizo, Ilker Yaylali, Alberto Pinzon, Malek Adjouadi:
Diagnosis of Pediatrics Epilepsy Based on Graph Analysis of Scalp EEG Applying Mutual Information. CSCI 2022: 1577-1582 - [c21]Luana Okino Sawada, Ulyana Morar, Robin Perry Mayrand, Christian Yaphet Freytes, Micheal Adeyosoye, Mercedes Cabrerizo, Rosie E. Curiel Cid, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
Comparison of Dimensionality Reduction Methods for Multimodal Classification of Early Stages of Alzheimer's Disease. CSCI 2022: 1598-1603 - 2021
- [j24]Ahmed Hossam Mohammed, Mercedes Cabrerizo, Ulyana Morar, Hoda Rajaei, Alberto Pinzon, Ilker Yaylali, Sergio Gonzales-Arias, Malek Adjouadi:
Penalized Functional Connectivity Maps for Patients With Focal Epilepsy. IEEE Access 9: 204-217 (2021) - [j23]Harold Martin, Ulyana Morar, Walter Izquierdo, Mercedes Cabrerizo, Anastasio Cabrera, Malek Adjouadi:
Real-time frequency-independent single-Lead and single-beat myocardial infarction detection. Artif. Intell. Medicine 121: 102179 (2021) - [j22]Harold Martin, Walter Izquierdo, Mercedes Cabrerizo, Anastasio Cabrera, Malek Adjouadi:
Near real-time single-beat myocardial infarction detection from single-lead electrocardiogram using Long Short-Term Memory Neural Network. Biomed. Signal Process. Control. 68: 102683 (2021) - 2020
- [j21]Mehdi Mafi, Walter Izquierdo, Harold Martin, Mercedes Cabrerizo, Malek Adjouadi:
Deep convolutional neural network for mixed random impulse and Gaussian noise reduction in digital images. IET Image Process. 14(15): 3791-3801 (2020) - [j20]Mehdi Mafi, Walter Izquierdo, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Naphtali David Rishe, Malek Adjouadi:
Survey on mixed impulse and Gaussian denoising filters. IET Image Process. 14(16): 4027-4038 (2020) - [j19]Solale Tabarestani, Maryamossadat Aghili, Mohammad Eslami, Mercedes Cabrerizo, Armando Barreto, Naphtali Rishe, Rosie E. Curiel, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
A distributed multitask multimodal approach for the prediction of Alzheimer's disease in a longitudinal study. NeuroImage 206 (2020) - [j18]Hoda Rajaei, Malek Adjouadi, Mercedes Cabrerizo, Panuwat Janwattanapong, Alberto Pinzon-Ardila, Sergio Gonzales-Arias, Armando Barreto, Jean Andrian, Naphtali Rishe, Ilker Yaylali:
Dynamics and Distant Effects of Frontal/Temporal Epileptogenic Focus Using Functional Connectivity Maps. IEEE Trans. Biomed. Eng. 67(2): 632-643 (2020)
2010 – 2019
- 2019
- [j17]Mehdi Mafi, Harold Martin, Mercedes Cabrerizo, Jean Andrian, Armando Barreto, Malek Adjouadi:
A comprehensive survey on impulse and Gaussian denoising filters for digital images. Signal Process. 157: 236-260 (2019) - [c20]Solale Tabarestani, Maryamossadat Aghili, Mehdi Shojaie, Christian Freytes, Mercedes Cabrerizo, Armando Barreto, Naphtali Rishe, Rosie E. Curiel, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
Longitudinal Prediction Modeling of Alzheimer Disease using Recurrent Neural Networks. BHI 2019: 1-4 - 2018
- [j16]Mehdi Mafi, Solale Tabarestani, Mercedes Cabrerizo, Armando Barreto, Malek Adjouadi:
Denoising of ultrasound images affected by combined speckle and Gaussian noise. IET Image Process. 12(12): 2346-2351 (2018) - [j15]Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Naphtali Rishe, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
Gaussian Discriminant Analysis for Optimal Delineation of Mild Cognitive Impairment in Alzheimer's Disease. Int. J. Neural Syst. 28(8): 1850017:1-1850017:16 (2018) - [j14]Mehdi Mafi, Hoda Rajaei, Mercedes Cabrerizo, Malek Adjouadi:
A Robust Edge Detection Approach in the Presence of High Impulse Noise Intensity Through Switching Adaptive Median and Fixed Weighted Mean Filtering. IEEE Trans. Image Process. 27(11): 5475-5490 (2018) - [c19]Parisa Forouzannezhad, Alireza Abbaspour, Mercedes Cabrerizo, Malek Adjouadi:
Early Diagnosis of Mild Cognitive Impairment Using Random Forest Feature Selection. BioCAS 2018: 1-4 - [c18]Parisa Forouzannezhad, Alireza Abbaspour, Chunfei Li, Mercedes Cabrerizo, Malek Adjouadi:
A Deep Neural Network Approach for Early Diagnosis of Mild Cognitive Impairment Using Multiple Features. ICMLA 2018: 1341-1346 - 2017
- [j13]Gildo Torres, Paul McCall, Chen Liu, Mercedes Cabrerizo, Malek Adjouadi:
EEG processing: a many-core approach utilising the Intel single-chip cloud computer platform. Int. J. Embed. Syst. 9(5): 464-474 (2017) - [j12]Lilin Guo, Zhenzhong Wang, Mercedes Cabrerizo, Malek Adjouadi:
A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy. Int. J. Neural Syst. 27(3): 1750002:1-1750002:19 (2017) - [c17]Chunfei Li, Chen Fang, Malek Adjouadi, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Ranjan Duara, David A. Loewenstein:
A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease. BIBE 2017: 15-20 - [c16]Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
A Novel Gaussian Discriminant Analysis-based Computer Aided Diagnosis System for Screening Different Stages of Alzheimer's Disease. BIBE 2017: 279-284 - [c15]Hoda Rajaei, Mercedes Cabrerizo, Panuwat Janwattanapong, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Armando Barreto, Malek Adjouadi:
Connectivity Dynamics of Interictal Epileptiform Activity. BIBE 2017: 425-430 - [c14]Panuwat Janwattanapong, Mercedes Cabrerizo, Chen Fang, Hoda Rajaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi:
Classification of Interictal Epileptiform Discharges using Partial Directed Coherence. BIBE 2017: 473-478 - [c13]Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
A Gaussian discriminant analysis-based generative learning algorithm for the early diagnosis of mild cognitive impairment in Alzheimer's disease. BIBM 2017: 538-542 - [c12]Chen Fang, Panuwat Janwattanapong, Harold Martin, Mercedes Cabrerizo, Armando Barreto, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction. BIBM 2017: 543-546 - [c11]Chunfei Li, Chen Fang, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Ranjan Duara, David A. Loewenstein, Malek Adjouadi:
Pattern analysis of the interaction of regional amyloid load, cortical thickness and APOE genotype in the progression of Alzheimer's disease. BIBM 2017: 2171-2176 - 2016
- [c10]Lilin Guo, Zhenzhong Wang, Mercedes Cabrerizo, Malek Adjouadi:
Application of cross-correlated delay shift rule in spiking neural networks for interictal spike detection. EMBC 2016: 796-799 - [c9]Hoda Rajaei, Mercedes Cabrerizo, Panuwat Janwattanapong, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi:
Connectivity maps of different types of epileptogenic patterns. EMBC 2016: 1018-1021 - [c8]Panuwat Janwattanapong, Mercedes Cabrerizo, Hoda Rajaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi:
Epileptogenic brain connectivity patterns using scalp EEG. GlobalSIP 2016: 1161-1165 - [c7]Saman Sargolzaei, Mercedes Cabrerizo, Arman Sargolzaei, Shirin Noei, Malek Adjouadi:
Epilepsy, a Cyberattack on Brains' Networked Control System. ICMLA 2016: 622-625 - 2015
- [j11]Saman Sargolzaei, Arman Sargolzaei, Mercedes Cabrerizo, Gang Chen, Mohammed Goryawala, Shirin Noei, Qi Zhou, Ranjan Duara, Warren Barker, Malek Adjouadi:
A practical guideline for intracranial volume estimation in patients with Alzheimer's disease. BMC Bioinform. 16(S-7): S8 (2015) - [j10]Saman Sargolzaei, Mercedes Cabrerizo, Arman Sargolzaei, Shirin Noei, Anas Salah Eddin, Hoda Rajaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Prasanna Jayakar, Malek Adjouadi:
A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networks. BMC Bioinform. 16(S-7): S9 (2015) - [j9]Saman Sargolzaei, Mercedes Cabrerizo, Mohammed Goryawala, Anas Salah Eddin, Malek Adjouadi:
Scalp EEG brain functional connectivity networks in pediatric epilepsy. Comput. Biol. Medicine 56: 158-166 (2015) - [j8]Saman Sargolzaei, Arman Sargolzaei, Mercedes Cabrerizo, Gang Chen, Mohammed Goryawala, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi:
Estimating Intracranial Volume in Brain Research: An Evaluation of Methods. Neuroinformatics 13(4): 427-441 (2015) - [c6]Hoda Rajaei, Mercedes Cabrerizo, Saman Sargolzaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi:
Pediatric epilepsy: Clustering by functional connectivity using phase synchronization. BioCAS 2015: 1-4 - 2014
- [j7]Qi Zhou, Mohammed Goryawala, Mercedes Cabrerizo, Jin Wang, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment. IEEE Trans. Biomed. Eng. 61(8): 2245-2253 (2014) - [c5]Qi Zhou, Mohammed Goryawala, Mercedes Cabrerizo, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi:
Multivariate Analysis of structural MRI and PET (FDG and 18F-AV-45) for Alzheimer's disease and its prodromal stages. EMBC 2014: 1051-1054 - [c4]Saman Sargolzaei, Mohammed Goryawala, Mercedes Cabrerizo, G. Chen, Prasanna Jayakar, Ranjan Duara, Warren Barker, Malek Adjouadi:
Comparative reliability analysis of publicly available software packages for automatic intracranial volume estimation. EMBC 2014: 2342-2345 - [c3]Mohammed Goryawala, Qi Zhou, Ranjan Duara, David A. Loewenstein, Mercedes Cabrerizo, Warren Barker, Malek Adjouadi:
Altered small-world anatomical networks in Apolipoprotein-E4 (ApoE4) carriers using MRI. EMBC 2014: 2468-2471 - 2012
- [j6]Mercedes Cabrerizo, Melvin Ayala, Mohammed Goryawala, Prasanna Jayakar, Malek Adjouadi:
A New Parametric Feature Descriptor for the Classification of Epileptic and Control EEG Records in Pediatric Population. Int. J. Neural Syst. 22(2) (2012) - [j5]Mohammed Goryawala, Magno R. Guillen, Mercedes Cabrerizo, Armando Barreto, Seza Gulec, Tushar C. Barot, Rekha R. Suthar, Ruchir N. Bhatt, Anthony J. McGoron, Malek Adjouadi:
A 3-D Liver Segmentation Method with Parallel Computing for Selective Internal Radiation Therapy. IEEE Trans. Inf. Technol. Biomed. 16(1): 62-69 (2012) - 2010
- [j4]Melvin Ayala, Malek Adjouadi, Mercedes Cabrerizo, Armando Barreto:
A Windows-based interface for teaching image processing. Comput. Appl. Eng. Educ. 18(2): 213-224 (2010)
2000 – 2009
- 2009
- [j3]Maria Tito, Mercedes Cabrerizo, Melvin Ayala, Armando Barreto, Ian Miller, Prasanna Jayakar, Malek Adjouadi:
Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. Comput. Biol. Medicine 39(7): 604-614 (2009) - [j2]Melvin Ayala, Mercedes Cabrerizo, Maria Tito, Armando Barreto, Malek Adjouadi:
A spreadsheet application for processing long-term EEG recordings. Comput. Biol. Medicine 39(9): 844-851 (2009) - 2008
- [c2]Anaelis Sesin, Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, Armando Barreto:
An Eye Gaze Tracking System Using Customized User Profiles to Help Persons with Motor Challenges Access Computers. ICCHP 2008: 1161-1168 - 2004
- [j1]Malek Adjouadi, Danmary Sanchez, Mercedes Cabrerizo, Melvin Ayala, Prasanna Jayakar, Ilker Yaylali, Armando Barreto:
Interictal spike detection using the Walsh transform. IEEE Trans. Biomed. Eng. 51(5): 868-872 (2004) - [c1]Malek Adjouadi, Anaelis Sesin, Melvin Ayala, Mercedes Cabrerizo:
Remote Eye Gaze Tracking System as a Computer Interface for Persons with Severe Motor Disability. ICCHP 2004: 761-769
Coauthor Index
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