A distributed multitask multimodal approach for the prediction of Alzheimer’s disease in a longitudinal study
Tabarestani, Solale, Aghili, Maryamossadat, Eslami, Mohammad, Cabrerizo, Mercedes, Barreto, Armando, Rishe, Naphtali, Curiel, Rosie E., Loewenstein, David, Duara, Ranjan, Adjouadi, Malek
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
Published in NeuroImage (Orlando, Fla.) (01.02.2020)
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Journal Article
A transfer learning approach based on gradient boosting machine for diagnosis of Alzheimer's disease
Shojaie, Mehdi, Cabrerizo, Mercedes, DeKosky, Steven T, Vaillancourt, David E, Loewenstein, David, Duara, Ranjan, Adjouadi, Malek
Published in Frontiers in aging neuroscience (05.10.2022)
Published in Frontiers in aging neuroscience (05.10.2022)
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Journal Article
A Tensorized Multitask Deep Learning Network for Progression Prediction of Alzheimer's Disease
Tabarestani, Solale, Eslami, Mohammad, Cabrerizo, Mercedes, Curiel, Rosie E, Barreto, Armando, Rishe, Naphtali, Vaillancourt, David, DeKosky, Steven T, Loewenstein, David A, Duara, Ranjan, Adjouadi, Malek
Published in Frontiers in aging neuroscience (06.05.2022)
Published in Frontiers in aging neuroscience (06.05.2022)
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Journal Article
Significance of Normalization on Anatomical MRI Measures in Predicting Alzheimer’s Disease
Duara, Ranjan, Barker, Warren, Cabrerizo, Mercedes, Goryawala, Mohammed, Zhou, Qi, Adjouadi, Malek
Published in TheScientificWorld (01.01.2014)
Published in TheScientificWorld (01.01.2014)
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Journal Article
A cognitive stress test for prodromal Alzheimer's disease: Multiethnic generalizability
Curiel Cid, Rosie E., Loewenstein, David A., Rosselli, Monica, Matias-Guiu, Jordi A., Piña, Daema, Adjouadi, Malek, Cabrerizo, Mercedes, Bauer, Russell M., Chan, Aldrich, DeKosky, Steven T., Golde, Todd, Greig-Custo, Maria T., Lizarraga, Gabriel, Peñate, Ailyn, Duara, Ranjan
Published in Alzheimer's & dementia : diagnosis, assessment & disease monitoring (01.12.2019)
Published in Alzheimer's & dementia : diagnosis, assessment & disease monitoring (01.12.2019)
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Journal Article
A new parametric feature descriptor for the classification of epileptic and control EEG records in pediatric population
Cabrerizo, Mercedes, Ayala, Melvin, Goryawala, Mohammed, Jayakar, Prasanna, Adjouadi, Malek
Published in International journal of neural systems (01.04.2012)
Published in International journal of neural systems (01.04.2012)
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Journal Article
Quasi-Stationarity of EEG for Intraoperative Monitoring during Spinal Surgeries
Adjouadi, Malek, Yaylali, Ilker, Cabrerizo, Mercedes, Goryawala, Mohammed, Motahari, S. M. Amin, Vedala, Krishnatej
Published in TheScientificWorld (01.01.2014)
Published in TheScientificWorld (01.01.2014)
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Journal Article
Detection of interictal spikes and artifactual data through orthogonal transformations
Adjouadi, Malek, Cabrerizo, Mercedes, Ayala, Melvin, Sanchez, Danmary, Yaylali, Ilker, Jayakar, Prasanna, Barreto, Armando
Published in Journal of clinical neurophysiology (01.01.2005)
Published in Journal of clinical neurophysiology (01.01.2005)
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Journal Article
A Robust Edge Detection Approach in the Presence of High Impulse Noise Intensity Through Switching Adaptive Median and Fixed Weighted Mean Filtering
Mafi, Mehdi, Rajaei, Hoda, Cabrerizo, Mercedes, Adjouadi, Malek
Published in IEEE transactions on image processing (01.11.2018)
Published in IEEE transactions on image processing (01.11.2018)
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Journal Article
A comprehensive survey on impulse and Gaussian denoising filters for digital images
Mafi, Mehdi, Martin, Harold, Cabrerizo, Mercedes, Andrian, Jean, Barreto, Armando, Adjouadi, Malek
Published in Signal processing (01.04.2019)
Published in Signal processing (01.04.2019)
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Journal Article
A survey on applications and analysis methods of functional magnetic resonance imaging for Alzheimer’s disease
Forouzannezhad, Parisa, Abbaspour, Alireza, Fang, Chen, Cabrerizo, Mercedes, Loewenstein, David, Duara, Ranjan, Adjouadi, Malek
Published in Journal of neuroscience methods (01.04.2019)
Published in Journal of neuroscience methods (01.04.2019)
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Journal Article
Near real-time single-beat myocardial infarction detection from single-lead electrocardiogram using Long Short-Term Memory Neural Network
Martin, Harold, Izquierdo, Walter, Cabrerizo, Mercedes, Cabrera, Anastasio, Adjouadi, Malek
Published in Biomedical signal processing and control (01.07.2021)
Published in Biomedical signal processing and control (01.07.2021)
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Journal Article
Graph neural networks in EEG spike detection
Mohammed, Ahmed Hossam, Cabrerizo, Mercedes, Pinzon, Alberto, Yaylali, Ilker, Jayakar, Prasanna, Adjouadi, Malek
Published in Artificial intelligence in medicine (01.11.2023)
Published in Artificial intelligence in medicine (01.11.2023)
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Journal Article
A Cross-Correlated Delay Shift Supervised Learning Method for Spiking Neurons with Application to Interictal Spike Detection in Epilepsy
Guo, Lilin, Wang, Zhenzhong, Cabrerizo, Mercedes, Adjouadi, Malek
Published in International journal of neural systems (01.05.2017)
Published in International journal of neural systems (01.05.2017)
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Journal Article
Denoising of ultrasound images affected by combined speckle and Gaussian noise
Mafi, Mehdi, Tabarestani, Solale, Cabrerizo, Mercedes, Barreto, Armando, Adjouadi, Malek
Published in IET image processing (01.12.2018)
Published in IET image processing (01.12.2018)
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Journal Article