| 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 | 61 | 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 | 35 | 2019 |
| Unsupervised Seizure Identification on EEG İ Yıldız, R Garner, M Lai, D Duncan Computer Methods and Programs in Biomedicine 215, 106604, 2022 | 32 | 2022 |
| 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 | 31 | 2017 |
| Image-Driven Furniture Style for Interactive 3D Scene Modeling T Weiss, I Yildiz, N Agarwal, E Cansizoglu, JW Choi Computer Graphics Forum, 0 | 19* | |
| Unsupervised multivariate time-series transformers for seizure identification on eeg IY Potter, G Zerveas, C Eickhoff, D Duncan 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 18 | 2022 |
| 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 | 13 | 2020 |
| 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 | 13 | 2019 |
| 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 | 12 | 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 | 10 | 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 | 7 | 2023 |
| 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 | 7 | 2018 |
| Proximal femur fracture detection on plain radiography via feature pyramid networks İ Yıldız Potter, D Yeritsyan, S Mahar, N Kheir, A Vaziri, M Putman, ... Scientific Reports, 2024 | 6 | 2024 |
| 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 | 6 | 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 | 5 | 2022 |
| 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 | 5 | 2021 |
| 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 | 4 | 2017 |
| 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 | 3 | 2018 |
| An Automated Vertebrae Localization, Segmentation and Osteoporotic Compression Fracture Detection Pipeline for Computed Tomographic Imaging İ Yıldız Potter, EK Rodriguez, J Wu, A Nazarian, A Vaziri Springer Journal of Imaging Informatics in Medicine, 2024 | 2 | 2024 |
| 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 | 1 | 2022 |
Deniz ErdogmusProfessor of ECE, Northeastern UniversityVerified email at ece.neu.edu
