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Deniz Erdoğmuş

northeastern university

60H-index
652Paper Count
1.3WCitation Count
Published Papers 96
Publication Date
Temporal point process modeling of aggressive behavior onset in psychiatric inpatient youths with autism
err2026-04-18
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errOAAI
errMichael Potter; Michael Everett; Ashutosh Singh; Georgios Stratis; Yuna Watanabe; Ahmet Demirkaya; Deniz Erdogmus; Tales Imbiriba; Matthew S. Goodwin
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Corticomorphic Hybrid CNN-SNN Architecture for EEG-Based Low-Footprint Low-Latency Auditory Attention Detection
err2026-03-17
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PREAI
errRichard Gall; Deniz Kocanaogullari; Murat Akcakaya; Nicole Laffan; Deniz Erdogmus; Rajkumar Kubendran
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Modeling human lay error on stationary targets with the generalized normal distribution
err2025-11-01
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PREAI
errLockwood, Kyle; Strenge, Garrit; Sipahi, Rifat; Forsythe, Jennifer; Erdogmus, Deniz; Tunik, Eugene; Yarossi, Mathew
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Effect of a consistent reconstruction algorithm on inter-scanner reproducibility in diffusion MRI
err2025-10-27
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errOAAI
errLiu, Qiang; Zhu, Ante; Wang, Xiaoqing; Erdogmus, Deniz; Westin, Carl-fredrik; O'donnell, Lauren J.; Bilgic, Berkin; Ning, Lipeng; Rathi, Yogesh
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Fast and Robust State Estimation and Tracking via Hierarchical Learning
err2025-10-13
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PREAI
errConnor Mclaughlin; Matthew Ding; Deniz Erdogmus; Lili Su
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RSVP keyboard with inquiry preview: mixed performance and user experience with an adaptive, multimodal typing interface combining EEG and switch input
err2025-02-04
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PREAI
errPeters, Betts; Celik, Basak; Gaines, Dylan; Galvin-McLaughlin, Deirdre; Imbiriba, Tales; Kinsella, Michelle; Klee, Daniel; Lawhead, Matthew; Memmott, Tab; Smedemark-Margulies, Niklas; Wiedrick, Jack; Erdogmus, Deniz; Oken, Barry; Vertanen, Keith; Fried-Oken, Melanie
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Improving subject transfer in EEG classification with divergence estimation
err2024-12-16
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PREAI
errSmedemark-Margulies, Niklas; Wang, Ye; Koike-Akino, Toshiaki; Liu, Jing; Parsons, Kieran; Bicer, Yunus; Erdogmus, Deniz
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Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data
err2024-07-01
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errOAAI
errAkbar, Md Navid; Ruf, Sebastian F.; Singh, Ashutosh; Faghihpirayesh, Razieh; Garner, Rachael; Bennett, Alexis; Alba, Celina; La Rocca, Marianna; Imbiriba, Tales; Erdogmus, Deniz; Duncan, Dominique
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Development of a Semi-automated Computer-based Tool for the Quantification of Vascular Tortuosity in the Murine Retina
err2024-05-01
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errOAAI
errMarra, Kyle, V; Chen, Jimmy S.; Robles-Holmes, Hailey K.; Miller, Joseph; Wei, Guoqin; Aguilar, Edith; Ideguchi, Yoichiro; Ly, Kristine B.; Prenner, So fia; Erdogmus, Deniz; Ferrara, Napoleone; Campbell, J. Peter; Friedlander, Martin; Nudleman, Eric
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Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity Insights from a Multimodal Deep Learning Approach
err2024-03-01
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errOAAI
errLin, Wei-Chun; Jordan, Brian K.; Scottoline, Brian; Ostmo, Susan R.; Coyner, Aaron S.; Singh, Praveer; Kalpathy-Cramer, Jayashree; Erdogmus, Deniz; Chan, R. V. Paul; Chiang, Michael F.; Campbell, J. Peter
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Functional connectivity alterations in traumatic brain injury patients with late seizures
err2023-04-01
err5
errOAAI
errLa Rocca, Marianna; Barisano, Giuseppe; Garner, Rachael; Ruf, Sebastian F.; Amoroso, Nicola; Monti, Martin; Vespa, Paul; Bellotti, Roberto; Erdogmus, Deniz; Toga, Arthur W.; Duncan, Dominique
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Improving the study of brain-behavior relationships by revisiting basic assumptions
err2023-03-01
err51
errOAAI
errWestlin, Christiana; Theriault, Jordan E.; Katsumi, Yuta; Nieto-Castanon, Alfonso; Kucyi, Aaron; Ruf, Sebastian F.; Brown, Sarah M.; Pavel, Misha; Erdogmus, Deniz; Brooks, Dana H.; Quigley, Karen S.; Whitfield-Gabrieli, Susan; Barrett, Lisa Feldman
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Circular-symmetric correlation layer
err2022-12-28
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errOAAI
errAzari, Bahar; Erdogmus, Deniz
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Sample complexity of rank regression using pairwise comparisons
err2022-10-01
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errOAAI
errKadioglu, Berkan; Tian, Peng; Dy, Jennifer; Erdogmus, Deniz; Ioannidis, Stratis
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Spectral Ranking Regression
err2022-07-30
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PREAI
errYildiz, Ilkay; Dy, Jennifer; Erdogmus, Deniz; Ostmo, Susan; Campbell, J. Peter; Chiang, Michael F.; Ioannidis, Stratis
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Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement
err2022-06-03
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errOAAI
errHan, Mo; Zandigohar, Mehrshad; Gunay, Sezen Yagmur; Schirner, Gunar; Erdogmus, Deniz
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Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels
err2022-06-01
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errOAAI
errHanif, Adam; Yildiz, Ilkay; Tian, Peng; Kalkanl, Beyza; Erdogmus, Deniz; Ioannidis, Stratis; Dy, Jennifer; Kalpathy-Cramer, Jayashree; Ostmo, Susan; Jonas, Karyn; Chan, R. V. Paul; Chiang, Michael F.; Campbell, J. Peter
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Active recursive Bayesian inference using Renyi information measures
err2022-02-01
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errOAAI
errMarghi, Yeganeh M.; Kocanaogullari, Aziz; Akcakaya, Murat; Erdogmus, Deniz
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Model-Based Deep Autoencoder Networks for Nonlinear Hyperspectral Unmixing
err2022-01-01
err33
errOAAI
errLi, Haoqing; Borsoi, Ricardo A.; Imbiriba, Tales; Closas, Pau; Bermudez, Jose C. M.; Erdogmus, Deniz
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Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment
err2021-12-01
err5
errOAAI
errChen, Jimmy S.; Anderson, Jamie E.; Coyner, Aaron S.; Ostmo, Susan; Sonmez, Kemal; Erdogmus, Deniz; Jordan, Brian K.; McEvoy, Cynthia T.; Dukhovny, Dmitry; Schelonka, Robert L.; Chan, R. V. Paul; Singh, Praveer; Kalpathy-Cramer, Jayashree; Chiang, Michael F.; Campbell, J. Peter
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