Deniz Erdogmus
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Explore the profile of Deniz Erdogmus including associated specialties, affiliations and a list of published articles.
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145
Citations
1424
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Recent Articles
1.
Wolak M, Strenge G, Bicer Y, Lockwood K, Furmanek M, Padir T, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2025 Mar;
2024:1-4.
PMID: 40039023
The handover of objects between two humans requires mutual visual attention between individuals. This paper investigates the timing and focus of visual attention during human-human object handover, and how this...
2.
Demirkaya A, Lockwood K, Stratis G, Imbiriba T, Ilies I, Rampersad S, et al.
IEEE Trans Biomed Eng
. 2025 Mar;
PP.
PMID: 40030364
This paper proposes a method to learn approximations of missing Ordinary Differential Equations (ODEs) and states in physiological models where knowledge of the system's relevant states and dynamics is incomplete....
3.
McVeigh K, Singh A, Erdogmus D, Barrett L, Satpute A
bioRxiv
. 2025 Feb;
PMID: 39990349
This paper uses a generative neural network architecture combining unsupervised (generative) and supervised (discriminative) models with a model comparison strategy to evaluate assumptions about the mappings between brain states and...
4.
Peters B, Celik B, Gaines D, Galvin-McLaughlin D, Imbiriba T, Kinsella M, et al.
J Neural Eng
. 2025 Jan;
22(1).
PMID: 39793200
The RSVP Keyboard is a non-implantable, event-related potential-based brain-computer interface (BCI) system designed to support communication access for people with severe speech and physical impairments. Here we introduce inquiry preview...
5.
Smedemark-Margulies N, Wang Y, Koike-Akino T, Liu J, Parsons K, Bicer Y, et al.
J Neural Eng
. 2024 Nov;
21(6).
PMID: 39591745
. Classification models for electroencephalogram (EEG) data show a large decrease in performance when evaluated on unseen test subjects. We improve performance using new regularization techniques during model training.. We...
6.
Faghihpirayesh R, Karimi D, Erdogmus D, Gholipour A
IEEE Open J Eng Med Biol
. 2024 Aug;
5:551-562.
PMID: 39157057
In this study, we address the critical challenge of fetal brain extraction from MRI sequences. Fetal MRI has played a crucial role in prenatal neurodevelopmental studies and in advancing our...
7.
Akbar M, Ruf S, Singh A, Faghihpirayesh R, Garner R, Bennett A, et al.
Comput Med Imaging Graph
. 2024 May;
115:102386.
PMID: 38718562
A late post-traumatic seizure (LPTS), a consequence of traumatic brain injury (TBI), can potentially evolve into a lifelong condition known as post-traumatic epilepsy (PTE). Presently, the mechanism that triggers epileptogenesis...
8.
Akbar M, Yarossi M, Rampersad S, Lockwood K, Masoomi A, Tunik E, et al.
IEEE Trans Neural Syst Rehabil Eng
. 2024 Mar;
32:1455-1465.
PMID: 38498738
Transcranial magnetic stimulation (TMS) is often applied to the motor cortex to stimulate a collection of motor evoked potentials (MEPs) in groups of peripheral muscles. The causal interface between TMS...
9.
Zandigohar M, Han M, Sharif M, Gunay S, Furmanek M, Yarossi M, et al.
Front Robot AI
. 2024 Mar;
11:1312554.
PMID: 38476118
For transradial amputees, robotic prosthetic hands promise to regain the capability to perform daily living activities. Current control methods based on physiological signals such as electromyography (EMG) are prone to...
10.
Bicer Y, Smedemark-Margulies N, Celik B, Sunger E, Orendorff R, Naufel S, et al.
IEEE Trans Neural Syst Rehabil Eng
. 2024 Mar;
32:1187-1197.
PMID: 38427549
We designed and tested a system for real-time control of a user interface by extracting surface electromyographic (sEMG) activity from eight electrodes in a wristband configuration. sEMG data were streamed...