Deniz Erdogmus

Affiliations

Electrical and Computer Engineering Department, Northeastern University, Boston, MA, USA.

Publications (34)

EEG-based trial-by-trial texture classification during active touch.

Scientific reports

Avec: Safaa Eldeeb , Douglas Weber , Jordyn Ting , Andac Demir , Deniz Erdogmus , Murat Akcakaya

Synergistic Activation Patterns of Hand Muscles in Left-and Right-Hand Dominant Individuals.

Journal of human kinetics

Avec: Don Liang , Mathew Yarossi , Spencer Lake Jacobs-Skolik , Mariusz P Furmanek , Dana Brooks , Deniz Erdogmus , Eugene Tunik

Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.

Pediatrics

Avec: Aaron S Coyner , Jimmy S Chen , Praveer Singh , Robert L Schelonka , Brian K Jordan , Cindy T McEvoy , Jamie E Anderson , R V Paul Chan , Kemal Sonmez , Deniz Erdogmus , Michael F Chiang , Jayashree Kalpathy-Cramer , J Peter Campbell

Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Mo Han , Mehrshad Zandigohar , Mariusz P Furmanek , Mathew Yarossi , Gunar Schirner , Deniz Erdogmus

EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Andac Demir , Toshiaki Koike-Akino , Ye Wang , Masaki Haruna , Deniz Erdogmus

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.

Ophthalmology science

Avec: Jimmy S Chen , Jamie E Anderson , Aaron S Coyner , Susan Ostmo , Kemal Sonmez , Deniz Erdogmus , Brian K Jordan , Cynthia T McEvoy , Dmitry Dukhovny , Robert L Schelonka , R V Paul Chan , Praveer Singh , Jayashree Kalpathy-Cramer , Michael F Chiang , J Peter Campbell

Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry.

IEEE transactions on pattern analysis and machine intelligence

Avec: Aziz Kocanaogullari , Murat Akcakaya , Deniz Erdogmus

A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Spencer Lake Jacobs-Skolik , Don Liang , Dana H Brooks , Deniz Erdogmus , Mathew Yarossi , Eugene Tunik

Retrospective evaluation of acute transfusion reactions in a tertiary hospital in Erzurum, Turkey.

Northern clinics of Istanbul

Avec: Yeter Duzenli Kar , Duygu Ozkorucu Yildirgan , Belkis Aygun , Demet Erdogmus , Konca Altinkaynak

Target-Related Alpha Attenuation in a Brain-Computer Interface Rapid Serial Visual Presentation Calibration.

Frontiers in human neuroscience

Avec: Daniel Klee , Tab Memmott , Niklas Smedemark-Margulies , Basak Celik , Deniz Erdogmus , Barry S Oken

EEG-GAT: Graph Attention Networks for Classification of Electroencephalogram (EEG) Signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Andac Demir , Toshiaki Koike-Akino , Ye Wang , Deniz Erdogmus

PENet: Continuous-Valued Pulmonary Edema Severity Prediction On Chest X-ray Using Siamese Convolutional Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Md Navid Akbar , Xin Wang , Deniz Erdogmus , Sandeep Dalal

An Event-Driven AR-Process Model for EEG-Based BCIs With Rapid Trial Sequences.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Avec: Paula Gonzalez-Navarro , Yeganeh M Marghi , Bahar Azari , Murat Akcakaya , Deniz Erdogmus

Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Razieh Faghihpirayesh , Sebastian Ruf , Marianna La Rocca , Rachael Garner , Paul Vespa , Deniz Erdogmus , Dominique Duncan

Comparing Autoregressive and Network Features for Classification of Depression and Anxiety.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Sebastian F Ruf , Md Navid Akbar , Susan Whitfield-Gabrieli , Deniz Erdogmus

Comparing supervised and unsupervised approaches to emotion categorization in the human brain, body, and subjective experience.

Scientific reports

Avec: Bahar Azari , Christiana Westlin , Ajay B Satpute , J Benjamin Hutchinson , Philip A Kragel , Katie Hoemann , Zulqarnain Khan , Jolie B Wormwood , Karen S Quigley , Deniz Erdogmus , Jennifer Dy , Dana H Brooks , Lisa Feldman Barrett

SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments.

Frontiers in human neuroscience

Avec: Betts Peters , Steven Bedrick , Shiran Dudy , Brandon Eddy , Matt Higger , Michelle Kinsella , Deirdre McLaughlin , Tab Memmott , Barry Oken , Fernando Quivira , Scott Spaulding , Deniz Erdogmus , Melanie Fried-Oken

AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Niklas Smedemark-Margulies , Ye Wang , Toshiaki Koike-Akino , Deniz Erdogmus

M2M-InvNet: Human Motor Cortex Mapping from Multi-Muscle Response Using TMS and Generative 3D Convolutional Network.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Avec: Md Navid Akbar , Mathew Yarossi , Sumientra Rampersad , Kyle Lockwood , Aria Masoomi , Eugene Tunik , Dana Brooks , Deniz Erdogmus

Wearable Biosensing to Predict Imminent Aggressive Behavior in Psychiatric Inpatient Youths With Autism.

JAMA network open

Avec: Tales Imbiriba , Ahmet Demirkaya , Ashutosh Singh , Deniz Erdogmus , Matthew S Goodwin

Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration.

IEEE transactions on medical imaging

Avec: Seyed Sadegh Mohseni Salehi , Shadab Khan , Deniz Erdogmus , Ali Gholipour

A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment.

JAMA ophthalmology

Avec: Kishan Gupta , J Peter Campbell , Stanford Taylor , James M Brown , Susan Ostmo , R V Paul Chan , Jennifer Dy , Deniz Erdogmus , Stratis Ioannidis , Jayashree Kalpathy-Cramer , Sang J Kim , Michael F Chiang , Auteur inconnu

Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.

JAMA ophthalmology

Avec: Stanford Taylor , James M Brown , Kishan Gupta , J Peter Campbell , Susan Ostmo , R V Paul Chan , Jennifer Dy , Deniz Erdogmus , Stratis Ioannidis , Sang J Kim , Jayashree Kalpathy-Cramer , Michael F Chiang , Auteur inconnu

Predicting aggression to others in youth with autism using a wearable biosensor.

Autism research : official journal of the International Society for Autism Research

Avec: Matthew S Goodwin , Carla A Mazefsky , Stratis Ioannidis , Deniz Erdogmus , Matthew Siegel

Information Theoretic Feature Transformation Learning for Brain Interfaces.

IEEE transactions on bio-medical engineering

Avec: Ozan Ozdenizci , Deniz Erdogmus

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach.

Translational vision science & technology

Avec: Veysi M Yildiz , Peng Tian , Ilkay Yildiz , James M Brown , Jayashree Kalpathy-Cramer , Jennifer Dy , Stratis Ioannidis , Deniz Erdogmus , Susan Ostmo , Sang Jin Kim , R V Paul Chan , J Peter Campbell , Michael F Chiang , Auteur inconnu

Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Avec: Razieh Faghihpirayesh , Mathew Yarossi , Tales Imbiriba , Dana H Brooks , Eugene Tunik , Deniz Erdogmus

Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection.

IEEE access : practical innovations, open solutions

Avec: Seyed Raein Hashemi , Seyed Sadegh Mohseni Salehi , Deniz Erdogmus , Sanjay P Prabhu , Simon K Warfield , Ali Gholipour

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Ahmet Demirkaya , Tales Imbiriba , Kyle Lockwood , Sumientra Rampersad , Elie Alhajjar , Giovanna Guidoboni , Zachary Danziger , Deniz Erdogmus

Réseau de co-auteurs

Mathew Yarossi 6 collaborations

Eugene Tunik 5 collaborations

R V Paul Chan 5 collaborations

Michael F Chiang 5 collaborations

Jayashree Kalpathy-Cramer 5 collaborations

J Peter Campbell 5 collaborations

Toshiaki Koike-Akino 5 collaborations

Ye Wang 5 collaborations

Dana H Brooks 5 collaborations

Susan Ostmo 4 collaborations

Jennifer Dy 4 collaborations

Tales Imbiriba 4 collaborations

Stratis Ioannidis 4 collaborations

Andac Demir 3 collaborations

Murat Akcakaya 3 collaborations

Mo Han 3 collaborations

Niklas Smedemark-Margulies 3 collaborations

Md Navid Akbar 3 collaborations

Christiana Westlin 3 collaborations

Lisa Feldman Barrett 3 collaborations

James M Brown 3 collaborations

None None 3 collaborations

Ozan Ozdenizci 3 collaborations

Don Liang 2 collaborations

Spencer Lake Jacobs-Skolik 2 collaborations

Mariusz P Furmanek 2 collaborations

Dana Brooks 2 collaborations

Aaron S Coyner 2 collaborations

Jimmy S Chen 2 collaborations

Praveer Singh 2 collaborations

Robert L Schelonka 2 collaborations

Brian K Jordan 2 collaborations

Jamie E Anderson 2 collaborations

Kemal Sonmez 2 collaborations

Tab Memmott 2 collaborations

Basak Celik 2 collaborations

Bahar Azari 2 collaborations

Razieh Faghihpirayesh 2 collaborations

Sebastian F Ruf 2 collaborations

Susan Whitfield-Gabrieli 2 collaborations

Ajay B Satpute 2 collaborations

Karen S Quigley 2 collaborations

Sumientra Rampersad 2 collaborations

Kyle Lockwood 2 collaborations

Ahmet Demirkaya 2 collaborations

Ashutosh Singh 2 collaborations

Matthew S Goodwin 2 collaborations

Seyed Sadegh Mohseni Salehi 2 collaborations

Ali Gholipour 2 collaborations

Kishan Gupta 2 collaborations

Stanford Taylor 2 collaborations

Sang J Kim 2 collaborations

Safaa Eldeeb 1 collaboration

Douglas Weber 1 collaboration

Jordyn Ting 1 collaboration

Cindy T McEvoy 1 collaboration

Mehrshad Zandigohar 1 collaboration

Gunar Schirner 1 collaboration

Masaki Haruna 1 collaboration

Cynthia T McEvoy 1 collaboration

Dmitry Dukhovny 1 collaboration

Aziz Kocanaogullari 1 collaboration

Yeter Duzenli Kar 1 collaboration

Duygu Ozkorucu Yildirgan 1 collaboration

Belkis Aygun 1 collaboration

Demet Erdogmus 1 collaboration

Konca Altinkaynak 1 collaboration

Daniel Klee 1 collaboration

Barry S Oken 1 collaboration

Xin Wang 1 collaboration

Sandeep Dalal 1 collaboration

Paula Gonzalez-Navarro 1 collaboration

Yeganeh M Marghi 1 collaboration

Sebastian Ruf 1 collaboration

Marianna La Rocca 1 collaboration

Rachael Garner 1 collaboration

Paul Vespa 1 collaboration

Dominique Duncan 1 collaboration

J Benjamin Hutchinson 1 collaboration

Philip A Kragel 1 collaboration

Katie Hoemann 1 collaboration

Zulqarnain Khan 1 collaboration

Jolie B Wormwood 1 collaboration

Betts Peters 1 collaboration

Steven Bedrick 1 collaboration

Shiran Dudy 1 collaboration

Brandon Eddy 1 collaboration

Matt Higger 1 collaboration

Michelle Kinsella 1 collaboration

Deirdre McLaughlin 1 collaboration

Barry Oken 1 collaboration

Fernando Quivira 1 collaboration

Scott Spaulding 1 collaboration

Melanie Fried-Oken 1 collaboration

Aria Masoomi 1 collaboration

Shadab Khan 1 collaboration

Carla A Mazefsky 1 collaboration

Matthew Siegel 1 collaboration

Veysi M Yildiz 1 collaboration

Peng Tian 1 collaboration

Ilkay Yildiz 1 collaboration

Sang Jin Kim 1 collaboration

Seyed Raein Hashemi 1 collaboration

Sanjay P Prabhu 1 collaboration

Simon K Warfield 1 collaboration

Elie Alhajjar 1 collaboration

Giovanna Guidoboni 1 collaboration

Zachary Danziger 1 collaboration

Hedwig Eisenbarth 1 collaboration

Elizabeth A Reynolds Losin 1 collaboration

Jessica R Andrews-Hanna 1 collaboration

Tor D Wager 1 collaboration

Yunus Bicer 1 collaboration

Elifnur Sunger 1 collaboration

Ryan Orendorff 1 collaboration

Stephanie Naufel 1 collaboration

Jordan E Theriault 1 collaboration

Yuta Katsumi 1 collaboration

Alfonso Nieto-Castanon 1 collaboration

Aaron Kucyi 1 collaboration

Sarah M Brown 1 collaboration

Misha Pavel 1 collaboration

Deniz Erdogmus

Affiliations

Publications (34)

EEG-based trial-by-trial texture classification during active touch.

Synergistic Activation Patterns of Hand Muscles in Left-and Right-Hand Dominant Individuals.

Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.

Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation.

EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals.

Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.

Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry.

A Muscle Synergy Framework for Cross-Limb Reconstruction of Hand Muscle Activity Distal to a Virtual Wrist-Level Disarticulation.

Retrospective evaluation of acute transfusion reactions in a tertiary hospital in Erzurum, Turkey.

Target-Related Alpha Attenuation in a Brain-Computer Interface Rapid Serial Visual Presentation Calibration.

EEG-GAT: Graph Attention Networks for Classification of Electroencephalogram (EEG) Signals.

PENet: Continuous-Valued Pulmonary Edema Severity Prediction On Chest X-ray Using Siamese Convolutional Networks.

An Event-Driven AR-Process Model for EEG-Based BCIs With Rapid Trial Sequences.

Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning.

Comparing Autoregressive and Network Features for Classification of Depression and Anxiety.

Comparing supervised and unsupervised approaches to emotion categorization in the human brain, body, and subjective experience.

SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments.

AutoTransfer: Subject Transfer Learning with Censored Representations on Biosignals Data.

M2M-InvNet: Human Motor Cortex Mapping from Multi-Muscle Response Using TMS and Generative 3D Convolutional Network.

Wearable Biosensing to Predict Imminent Aggressive Behavior in Psychiatric Inpatient Youths With Autism.

Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration.

A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment.

Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.

Predicting aggression to others in youth with autism using a wearable biosensor.

Information Theoretic Feature Transformation Learning for Brain Interfaces.

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach.

Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning.

Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection.

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.

Variation is the Norm: Brain State Dynamics Evoked By Emotional Video Clips.

Universal Physiological Representation Learning With Soft-Disentangled Rateless Autoencoders.

Disentangled Adversarial Transfer Learning for Physiological Biosignals.

User Training With Error Augmentation for sEMG-Based Gesture Classification.

Improving the study of brain-behavior relationships by revisiting basic assumptions.

Réseau de co-auteurs