Mercedes Cabrerizo

52 papers C 8Journal 27Unranked 17

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Integrating Vision Transformer with UNet++ for Hippocampus Segmentation in Alzheimer's Disease. EMBC Thony Yan Liang, Christian Freytes, Xueting Cui, Bipul Simkhada, Marcos Bosques-Perez, Mercedes Cabrerizo, Armando Barreto, Malek Adjouadi
2024	—	`conf`	Spike isolation from background signal in neonatal EEG data using an integrated independent component analysis method. EMBC Mina Ezzati Asl, Josue D. Rodriguez, Mercedes Cabrerizo, Anuj Jayakar, Armando Barreto, Malek Adjouadi
2023	—	`conf`	An Integrated Approach for Focal Cortical Dysplasia Lesion Validation on Preoperative Assessments. BHI Josue D. Rodriguez, Mercedes Cabrerizo, Marcos A. Bosques, Ilker Yaylali, Malek Adjouadi
2023	J	`jnl`	Graph neural networks in EEG spike detection. Artif. Intell. Medicine Ahmed Hossam Mohammed, Mercedes Cabrerizo, Alberto Pinzon, Ilker Yaylali, Prasanna Jayakar, Malek Adjouadi
2023	J	`jnl`	Prediction of Cognitive Test Scores from Variable Length Multimodal Data in Alzheimer's Disease. Cogn. Comput. 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
2022	—	`conf`	Comparison of Dimensionality Reduction Methods for Multimodal Classification of Early Stages of Alzheimer's Disease. CSCI 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
2022	—	`conf`	Diagnosis of Pediatrics Epilepsy Based on Graph Analysis of Scalp EEG Applying Mutual Information. CSCI Elaheh Zarafshan, Parisa Forouzannezhad, Hoda Rajaei, Ulyana Morar, Mercedes Cabrerizo, Ilker Yaylali, Alberto Pinzon, Malek Adjouadi
2022	J	`jnl`	Dynamics of Electrical Activity in Epileptic Brain and Induced Changes Due to Interictal Epileptiform Discharges. IEEE Access Ahmed Hossam Mohammed, Ulyana Morar, Mercedes Cabrerizo, Hoda Rajaei, Alberto Pinzon, Ilker Yaylali, Malek Adjouadi
2021	J	`jnl`	Near real-time single-beat myocardial infarction detection from single-lead electrocardiogram using Long Short-Term Memory Neural Network. Biomed. Signal Process. Control. Harold Martin, Walter Izquierdo, Mercedes Cabrerizo, Anastasio Cabrera, Malek Adjouadi
2021	J	`jnl`	Penalized Functional Connectivity Maps for Patients With Focal Epilepsy. IEEE Access Ahmed Hossam Mohammed, Mercedes Cabrerizo, Ulyana Morar, Hoda Rajaei, Alberto Pinzon, Ilker Yaylali, Sergio Gonzales-Arias, Malek Adjouadi
2021	J	`jnl`	Real-time frequency-independent single-Lead and single-beat myocardial infarction detection. Artif. Intell. Medicine Harold Martin, Ulyana Morar, Walter Izquierdo, Mercedes Cabrerizo, Anastasio Cabrera, Malek Adjouadi
2020	J	`jnl`	A distributed multitask multimodal approach for the prediction of Alzheimer's disease in a longitudinal study. NeuroImage Solale Tabarestani, Maryamossadat Aghili, Mohammad Eslami, Mercedes Cabrerizo, Armando Barreto, Naphtali Rishe, Rosie E. Curiel, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2020	J	`jnl`	Deep convolutional neural network for mixed random impulse and Gaussian noise reduction in digital images. IET Image Process. Mehdi Mafi, Walter Izquierdo, Harold Martin, Mercedes Cabrerizo, Malek Adjouadi
2020	J	`jnl`	Dynamics and Distant Effects of Frontal/Temporal Epileptogenic Focus Using Functional Connectivity Maps. IEEE Trans. Biomed. Eng. Hoda Rajaei, Malek Adjouadi, Mercedes Cabrerizo, Panuwat Janwattanapong, Alberto Pinzon-Ardila, Sergio Gonzales-Arias, Armando Barreto, Jean Andrian, Naphtali Rishe, Ilker Yaylali
2020	J	`jnl`	Survey on mixed impulse and Gaussian denoising filters. IET Image Process. Mehdi Mafi, Walter Izquierdo, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Naphtali David Rishe, Malek Adjouadi
2019	J	`jnl`	A comprehensive survey on impulse and Gaussian denoising filters for digital images. Signal Process. Mehdi Mafi, Harold Martin, Mercedes Cabrerizo, Jean Andrian, Armando Barreto, Malek Adjouadi
2019	—	`conf`	Longitudinal Prediction Modeling of Alzheimer Disease using Recurrent Neural Networks. BHI Solale Tabarestani, Maryamossadat Aghili, Mehdi Shojaie, Christian Freytes, Mercedes Cabrerizo, Armando Barreto, Naphtali Rishe, Rosie E. Curiel, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2018	C	`conf`	A Deep Neural Network Approach for Early Diagnosis of Mild Cognitive Impairment Using Multiple Features. ICMLA Parisa Forouzannezhad, Alireza Abbaspour, Chunfei Li, Mercedes Cabrerizo, Malek Adjouadi
2018	J	`jnl`	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. Mehdi Mafi, Hoda Rajaei, Mercedes Cabrerizo, Malek Adjouadi
2018	J	`jnl`	Denoising of ultrasound images affected by combined speckle and Gaussian noise. IET Image Process. Mehdi Mafi, Solale Tabarestani, Mercedes Cabrerizo, Armando Barreto, Malek Adjouadi
2018	—	`conf`	Early Diagnosis of Mild Cognitive Impairment Using Random Forest Feature Selection. BioCAS Parisa Forouzannezhad, Alireza Abbaspour, Mercedes Cabrerizo, Malek Adjouadi
2018	J	`jnl`	Gaussian Discriminant Analysis for Optimal Delineation of Mild Cognitive Impairment in Alzheimer's Disease. Int. J. Neural Syst. Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Naphtali Rishe, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2017	J	`jnl`	A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy. Int. J. Neural Syst. Lilin Guo, Zhenzhong Wang, Mercedes Cabrerizo, Malek Adjouadi
2017	—	`conf`	A Gaussian discriminant analysis-based generative learning algorithm for the early diagnosis of mild cognitive impairment in Alzheimer's disease. BIBM Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2017	C	`conf`	A Neuroimaging Feature Extraction Model for Imaging Genetics with Application to Alzheimer's Disease. BIBE Chunfei Li, Chen Fang, Malek Adjouadi, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Ranjan Duara, David A. Loewenstein
2017	C	`conf`	A Novel Gaussian Discriminant Analysis-based Computer Aided Diagnosis System for Screening Different Stages of Alzheimer's Disease. BIBE Chen Fang, Chunfei Li, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2017	C	`conf`	Classification of Interictal Epileptiform Discharges using Partial Directed Coherence. BIBE Panuwat Janwattanapong, Mercedes Cabrerizo, Chen Fang, Hoda Rajaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi
2017	—	`conf`	Computerized neuropsychological assessment in mild cognitive impairment based on natural language processing-oriented feature extraction. BIBM Chen Fang, Panuwat Janwattanapong, Harold Martin, Mercedes Cabrerizo, Armando Barreto, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2017	C	`conf`	Connectivity Dynamics of Interictal Epileptiform Activity. BIBE Hoda Rajaei, Mercedes Cabrerizo, Panuwat Janwattanapong, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Armando Barreto, Malek Adjouadi
2017	J	`jnl`	EEG processing: a many-core approach utilising the Intel single-chip cloud computer platform. Int. J. Embed. Syst. Gildo Torres, Paul McCall, Chen Liu, Mercedes Cabrerizo, Malek Adjouadi
2017	—	`conf`	Pattern analysis of the interaction of regional amyloid load, cortical thickness and APOE genotype in the progression of Alzheimer's disease. BIBM Chunfei Li, Chen Fang, Mercedes Cabrerizo, Armando Barreto, Jean Andrian, Ranjan Duara, David A. Loewenstein, Malek Adjouadi
2016	—	`conf`	Application of cross-correlated delay shift rule in spiking neural networks for interictal spike detection. EMBC Lilin Guo, Zhenzhong Wang, Mercedes Cabrerizo, Malek Adjouadi
2016	—	`conf`	Connectivity maps of different types of epileptogenic patterns. EMBC Hoda Rajaei, Mercedes Cabrerizo, Panuwat Janwattanapong, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi
2016	C	`conf`	Epilepsy, a Cyberattack on Brains' Networked Control System. ICMLA Saman Sargolzaei, Mercedes Cabrerizo, Arman Sargolzaei, Shirin Noei, Malek Adjouadi
2016	—	`conf`	Epileptogenic brain connectivity patterns using scalp EEG. GlobalSIP Panuwat Janwattanapong, Mercedes Cabrerizo, Hoda Rajaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi
2015	J	`jnl`	A practical guideline for intracranial volume estimation in patients with Alzheimer's disease. BMC Bioinform. Saman Sargolzaei, Arman Sargolzaei, Mercedes Cabrerizo, Gang Chen, Mohammed Goryawala, Shirin Noei, Qi Zhou, Ranjan Duara, Warren Barker, Malek Adjouadi
2015	J	`jnl`	A probabilistic approach for pediatric epilepsy diagnosis using brain functional connectivity networks. BMC Bioinform. Saman Sargolzaei, Mercedes Cabrerizo, Arman Sargolzaei, Shirin Noei, Anas Salah Eddin, Hoda Rajaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Prasanna Jayakar, Malek Adjouadi
2015	J	`jnl`	Estimating Intracranial Volume in Brain Research: An Evaluation of Methods. Neuroinformatics Saman Sargolzaei, Arman Sargolzaei, Mercedes Cabrerizo, Gang Chen, Mohammed Goryawala, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi
2015	—	`conf`	Pediatric epilepsy: Clustering by functional connectivity using phase synchronization. BioCAS Hoda Rajaei, Mercedes Cabrerizo, Saman Sargolzaei, Alberto Pinzon-Ardila, Sergio M. Gonzalez-Arias, Malek Adjouadi
2015	J	`jnl`	Scalp EEG brain functional connectivity networks in pediatric epilepsy. Comput. Biol. Medicine Saman Sargolzaei, Mercedes Cabrerizo, Mohammed Goryawala, Anas Salah Eddin, Malek Adjouadi
2014	—	`conf`	Altered small-world anatomical networks in Apolipoprotein-E4 (ApoE4) carriers using MRI. EMBC Mohammed Goryawala, Qi Zhou, Ranjan Duara, David A. Loewenstein, Mercedes Cabrerizo, Warren Barker, Malek Adjouadi
2014	J	`jnl`	An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment. IEEE Trans. Biomed. Eng. Qi Zhou, Mohammed Goryawala, Mercedes Cabrerizo, Jin Wang, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2014	—	`conf`	Comparative reliability analysis of publicly available software packages for automatic intracranial volume estimation. EMBC Saman Sargolzaei, Mohammed Goryawala, Mercedes Cabrerizo, G. Chen, Prasanna Jayakar, Ranjan Duara, Warren Barker, Malek Adjouadi
2014	—	`conf`	Multivariate Analysis of structural MRI and PET (FDG and 18F-AV-45) for Alzheimer's disease and its prodromal stages. EMBC Qi Zhou, Mohammed Goryawala, Mercedes Cabrerizo, Warren Barker, David A. Loewenstein, Ranjan Duara, Malek Adjouadi
2012	J	`jnl`	A 3-D Liver Segmentation Method with Parallel Computing for Selective Internal Radiation Therapy. IEEE Trans. Inf. Technol. Biomed. 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
2012	J	`jnl`	A New Parametric Feature Descriptor for the Classification of Epileptic and Control EEG Records in Pediatric Population. Int. J. Neural Syst. Mercedes Cabrerizo, Melvin Ayala, Mohammed Goryawala, Prasanna Jayakar, Malek Adjouadi
2010	J	`jnl`	A Windows-based interface for teaching image processing. Comput. Appl. Eng. Educ. Melvin Ayala, Malek Adjouadi, Mercedes Cabrerizo, Armando Barreto
2009	J	`jnl`	A spreadsheet application for processing long-term EEG recordings. Comput. Biol. Medicine Melvin Ayala, Mercedes Cabrerizo, Maria Tito, Armando Barreto, Malek Adjouadi
2009	J	`jnl`	Classification of electroencephalographic seizure recordings into ictal and interictal files using correlation sum. Comput. Biol. Medicine Maria Tito, Mercedes Cabrerizo, Melvin Ayala, Armando Barreto, Ian Miller, Prasanna Jayakar, Malek Adjouadi
2008	C	`conf`	An Eye Gaze Tracking System Using Customized User Profiles to Help Persons with Motor Challenges Access Computers. ICCHP Anaelis Sesin, Malek Adjouadi, Mercedes Cabrerizo, Melvin Ayala, Armando Barreto
2004	J	`jnl`	Interictal spike detection using the Walsh transform. IEEE Trans. Biomed. Eng. Malek Adjouadi, Danmary Sanchez, Mercedes Cabrerizo, Melvin Ayala, Prasanna Jayakar, Ilker Yaylali, Armando Barreto
2004	C	`conf`	Remote Eye Gaze Tracking System as a Computer Interface for Persons with Severe Motor Disability. ICCHP Malek Adjouadi, Anaelis Sesin, Melvin Ayala, Mercedes Cabrerizo