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Author Details

Deniz Erdogmus
Northeastern University
2002
134
24
PMIDPaper TitleJournal TitlePublished Year
35145386Feedback Related Potentials for EEG-Based Typing Systems.Front Hum Neurosci2022
35529775Target-Related Alpha Attenuation in a Brain-Computer Interface Rapid Serial Visual Presentation Calibration.Front Hum Neurosci2022
33909559Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry.IEEE Trans Pattern Anal Mach Intell2022
34262223Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks.Inf Sci (N Y)2021
37489155Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI.Comput Diffus MRI2021
33657004Universal Physiological Representation Learning With Soft-Disentangled Rateless Autoencoders.IEEE J Biomed Health Inform2021
33927780EEG-based texture roughness classification in active tactile exploration with invariant representation learning networks.Biomed Signal Process Control2021
33603927Synergistic Activation Patterns of Hand Muscles in Left-and Right-Hand Dominant Individuals.J Hum Kinet2021
34891402Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.Annu Int Conf IEEE Eng Med Biol Soc2021
34891315Comparing Autoregressive and Network Features for Classification of Depression and Anxiety.Annu Int Conf IEEE Eng Med Biol Soc2021
34891296Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning.Annu Int Conf IEEE Eng Med Biol Soc2021
34892486Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips.Annu Int Conf IEEE Eng Med Biol Soc2021
34177215Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer.IEEE Signal Process Lett2021
30932828Information Theoretic Feature Transformation Learning for Brain Interfaces.IEEE Trans Biomed Eng2020
33747669Learning Invariant Representations from EEG via Adversarial Inference.IEEE Access2020
33746496Disentangled Adversarial Autoencoder for Subject-Invariant Physiological Feature Extraction.IEEE Signal Process Lett2020
33312264HANDS: a multimodal dataset for modeling toward human grasp intent inference in prosthetic hands.Intell Serv Robot2020
33247177EEG-based trial-by-trial texture classification during active touch.Sci Rep2020
33219270Comparing supervised and unsupervised approaches to emotion categorization in the human brain, body, and subjective experience.Sci Rep2020
33328941SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments.Front Hum Neurosci2020
32832934Motor Cortex Mapping using Active Gaussian Processes.Int Conf Pervasive Technol Relat Assist Environ2020
33018706A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation.Annu Int Conf IEEE Eng Med Biol Soc2020
33018018Disentangled Adversarial Transfer Learning for Physiological Biosignals.Annu Int Conf IEEE Eng Med Biol Soc2020
32704416Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach.Transl Vis Sci Technol2020
32818205Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach.Int Conf Pervasive Technol Relat Assist Environ2020
32258430Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.NPJ Digit Med2020
31225952Predicting aggression to others in youth with autism using a wearable biosensor.Autism Res2019
31814690Adversarial Deep Learning in EEG Biometrics.IEEE Signal Process Lett2019
31872171Robust Fusion of c-VEP and Gaze.IEEE Sens Lett2019
32818048An experimental and computational framework for modeling multi-muscle responses to transcranial magnetic stimulation of the human motor cortex.Int IEEE EMBS Conf Neural Eng2019
32818047Transfer learning using low-dimensional subspaces for EMG-based classification of hand posture.Int IEEE EMBS Conf Neural Eng2019
30138909Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration.IEEE Trans Med Imaging2019
31528523Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection.IEEE Access2019
31268518Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.JAMA Ophthalmol2019
31268499A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment.JAMA Ophthalmol2019
31254769Classification and comparison via neural networks.Neural Netw2019
28858784A Probabilistic Active Learning Algorithm Based on Fisher Information Ratio.IEEE Trans Pattern Anal Mach Intell2018
31871396On Analysis of Active Querying for Recursive State Estimation.IEEE Signal Process Lett2018
30047890Language-Model Assisted And Icon-based Communication Through a Brain Computer Interface With Different Presentation Paradigms.IEEE Trans Neural Syst Rehabil Eng2018
29801159Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.JAMA Ophthalmol2018
29986504Code-VEP vs. Eye Tracking: A Comparison Study.Brain Sci2018
31588169Optimal Query Selection Using Multi-Armed Bandits.IEEE Signal Process Lett2018
30895198Effects of simulated visual acuity and ocular motility impairments on SSVEP brain-computer interface performance: An experiment with Shuffle Speller.Brain Comput Interfaces (Abingdon)2018
31118975EEG-assisted Modulation of Sound Sources in the Auditory Scene.Biomed Signal Process Control2018
31110601IMPROVED CLASSIFICATION IN TACTILE BCIS USING A NOISY LABEL MODEL.Proc IEEE Int Symp Biomed Imaging2018
31110600INCORPORATING TEMPORAL DEPENDENCY ON ERP BASED BCI.Proc IEEE Int Symp Biomed Imaging2018
30420938Predicting Imminent Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Preceding Physiological Signals.Int Conf Pervasive Comput Technol Healthc2018
30470715Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity.Br J Ophthalmol2018
30441641Time-Series Prediction of Proximal Aggression Onset in Minimally-Verbal Youth with Autism Spectrum Disorder Using Physiological Biosignals.Annu Int Conf IEEE Eng Med Biol Soc2018
30440783Hierarchical Graphical Models for Context-Aware Hybrid Brain-Machine Interfaces.Annu Int Conf IEEE Eng Med Biol Soc2018
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Collaborators

Murat Akcakaya
University of Pittsburgh
Co-authored papers 20
Jayashree Kalpathy-Cramer
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 18
Michael F Chiang
National Eye Institute, National Institutes of Health
Co-authored papers 17
Jose C Principe
University of Florida
Co-authored papers 17
Melanie Fried-Oken
Oregon Health & Science University
Co-authored papers 14
Barry Oken
Oregon Health & Science University
Co-authored papers 14
John P Campbell
Casey Eye Institute, Oregon Health & Science University
Co-authored papers 12
Fernando Quivira
Northeastern University
Co-authored papers 10
Matt Higger
Khoury College of Computer Science, Northeastern University
Co-authored papers 5
Todd K Leen
Oregon Health & Science University
Co-authored papers 4
Betts Peters
Oregon Health & Science University
Co-authored papers 4
Kelly A Hutcheson
Sidra Medical and Research Center
Co-authored papers 3
Tab Memmott
Oregon Health and Science University
Co-authored papers 3
Shiran Dudy
University of Colorado.
Co-authored papers 2
Lee Makowski
Co-authored papers 2
Dominique Duncan
University of Southern California
Co-authored papers 2
Marianna La Rocca
Universita degli Studi di Bari Aldo Moro
Co-authored papers 2
Rachael Garner
Co-authored papers 2
Steven Bedrick
Colorado College, Oregon Health & Science University, Oregon Health and Science University
Co-authored papers 2
Kemal Sonmez
Casey Eye Institute Oregon Health & Science University.
Co-authored papers 2
Paul Vespa
David Geffen School of Medicine, University of California los angeles
Co-authored papers 2
Clifton D Fuller
The University of Texas MD Anderson Cancer Center
Co-authored papers 1
Sandi J Spaulding
College of Education, University of Washington
Co-authored papers 1
Susan J Hayflick
Co-authored papers 1
Gregory C Sharp
Massachusetts General Hospital
Co-authored papers 1
Michelle Kinsella
Institute on Development & Disability, Oregon Health & Science University
Co-authored papers 1
Tor D Wager
Co-authored papers 1
Susan Whitfield-Gabrieli
McGovern Institute for Brain Research, Massachusetts Institute of Technology
Co-authored papers 1
Sanjay P Prabhu
Co-authored papers 1
Giuseppe Barisano
Stanford University
Co-authored papers 1
Release 1.2