İlkay Yıldız Potter
İlkay Yıldız Potter
Senior Research Scientist at BioSensics
Preverjeni e-poštni naslov na biosensics.com
Plus disease in retinopathy of prematurity: convolutional neural network performance using a combined neural network and feature extraction approach
V Yildiz, P Tian, I Yildiz, J Brown, J Kalpathy-Cramer, J Dy, S Ioannidis, ...
ARVO Translational Vision Science and Technology, 2019
Classification and Comparison via Neural Networks
İ Yıldız, P Tian, J Dy, D Erdoğmuş, J Brown, J Kalpathy-Cramer, S Ostmo, ...
Neural Networks, 2019
Real-time detection, tracking and classification of multiple moving objects in UAV videos
HC Baykara, E Bıyık, G Gül, D Onural, AS Öztürk, I Yıldız
2017 IEEE 29th International Conference on Tools with Artificial …, 2017
Unsupervised Seizure Identification on EEG
İ Yıldız, R Garner, M Lai, D Duncan
Computer Methods and Programs in Biomedicine 215, 106604, 2022
Image-Driven Furniture Style for Interactive 3D Scene Modeling
T Weiss, I Yildiz, N Agarwal, E Cansizoglu, JW Choi
Computer Graphics Forum, 0
From hand-perspective visual information to grasp type probabilities: deep learning via ranking labels
M Han, SY Günay, İ Yildiz, P Bonato, CD Onal, T Padir, G Schirner, ...
Proceedings of the 12th ACM international conference on pervasive …, 2019
Fast and accurate ranking regression
I Yildiz, J Dy, D Erdogmus, J Kalpathy-Cramer, S Ostmo, JP Campbell, ...
International Conference on Artificial Intelligence and Statistics, 77-88, 2020
M-estimation-based subspace learning for brain computer interfaces
B Kadıoğlu, İ Yıldız, P Closas, D Erdoğmuş
IEEE Journal of Selected Topics in Signal Processing 12 (6), 1276-1285, 2018
Structural visual guidance attention networks in retinopathy of prematurity
V Yildiz, S Ioannidis, I Yildiz, P Tian, JP Campbell, S Ostmo, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 353-357, 2021
Robust Fusion of c-VEP and Gaze
B Kadıoğlu, İ Yıldız, P Closas, MB Fried-Oken, D Erdoğmuş
IEEE sensors letters 3 (1), 1-4, 2018
Coherence-aware stereophonic residual echo estimation
ML Valero, I Yildiz, E Mabande, EAP Habets
2017 Hands-free Speech Communications and Microphone Arrays (HSCMA), 176-180, 2017
Automated Bone Tumor Segmentation and Classification as Benign or Malignant Using Computed Tomographic Imaging
I Yildiz Potter, D Yeritsyan, S Mahar, J Wu, A Nazarian, A Vaziri, A Vaziri
Journal of Digital Imaging, 2023
Automated Detection and Localization of Pericardial Effusion from Point-of-Care Cardiac Ultrasound Examination
I Yildiz Potter, MM Leo, A Vaziri, JA Feldman
Medical & Biological Engineering & Computing, 2023
Using deep learning to detect the presence and location of hemoperitoneum on the Focused Assessment with Sonography in Trauma (FAST) examination in adults
MM Leo, I Yildiz Potter, M Zahiri, A Vaziri, CF Jung, JA Feldman
Journal of Digital Imaging, 2023
Deep spectral ranking
I Yildiz, J Dy, D Erdogmus, S Ostmo, JP Campbell, MF Chiang, ...
International Conference on Artificial Intelligence and Statistics, 361-369, 2021
A Deep Learning Wearable-based Solution for Continuous At-home Monitoring of Upper Limb Goal-directed Movements
AS Nunes, İ Yıldız Potter, RK Mishra, P Bonato, A Vaziri
Frontiers in Neurology, 2023
Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels
A Hanif, İ Yıldız, P Tian, B Kalkanlı, D Erdoğmuş, S Ioannidis, J Dy, ...
Ophthalmology Science 2 (2), 100122, 2022
Automated machine learning-based brain lesion segmentation on structural MRI acquired from traumatic brain injury patients
I Yildiz, R Garner, M Morris, B Blanco, JR Tejeda, C Real, P Vespa, ...
International Society for Magnetic Resonance in Medicine (ISMRM) Abstract, 2022
Deep Ranking for Style-Aware Room Recommendations
I Yildiz, E Cansizoglu, H Liu, PB Golbus, O Tezcan, JW Choi
AAAI Conference on Artificial Intelligence - Student Abstract, 2020
A wearable sensor for continuous remote monitoring of upper limb function during activities of daily living
A Sastre Nunes, İ Yıldız Potter, R Kinker Mishra, A Vaziri, P Bonato
IEEE Conference on Wearable and Implantable Body Sensor Networks, 2023
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