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2020 – today
- 2023
[j8]Ilkay Yildiz Potter
, Diana Yeritsyan, Sarah Mahar, Jim Wu, Ara Nazarian, Aidin Vaziri, Ashkan Vaziri:
Automated Bone Tumor Segmentation and Classification as Benign or Malignant Using Computed Tomographic Imaging. J. Digit. Imaging 36(3): 869-878 (2023)- [j7]Megan M. Leo, Ilkay Yildiz Potter, Mohsen Zahiri, Ashkan Vaziri, Christine F. Jung, James A. Feldman:
Using Deep Learning to Detect the Presence and Location of Hemoperitoneum on the Focused Assessment with Sonography in Trauma (FAST) Examination in Adults. J. Imaging Inform. Medicine 36(5): 2035-2050 (2023) - [j6]Ilkay Yildiz Potter, Megan M. Leo, Ashkan Vaziri, James A. Feldman:
Automated detection and localization of pericardial effusion from point-of-care cardiac ultrasound examination. Medical Biol. Eng. Comput. 61(8): 1947-1959 (2023) - [i3]Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan:
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. CoRR abs/2301.03470 (2023) - 2022
- [j5]Ilkay Yildiz, Rachael Garner, Matthew Lai, Dominique Duncan:
Unsupervised seizure identification on EEG. Comput. Methods Programs Biomed. 215: 106604 (2022) - [j4]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Spectral Ranking Regression. ACM Trans. Knowl. Discov. Data 16(6): 120:1-120:38 (2022) - [c8]Michael Potter, Ilkay Yildiz Potter, Octavia I. Camps, Mario Sznaier:
Dynamics-aware Representation Learning via Multivariate Time Series Transformers. ESANN 2022 - [c7]Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan:
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG. ICMLA 2022: 1304-1311 - 2021
- [c6]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Deep Spectral Ranking. AISTATS 2021: 361-369 - [c5]Veysi Yildiz, Stratis Ioannidis, Ilkay Yildiz, Peng Tian, John Peter Campbell, Susan Ostmo, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy:
Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. ISBI 2021: 353-357 - [i2]Mo Han, Sezen Yagmur Günay, Ilkay Yildiz, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Gunar Schirner, Deniz Erdogmus:
From Hand-Perspective Visual Information to Grasp Type Probabilities: Deep Learning via Ranking Labels. CoRR abs/2103.04863 (2021) - 2020
- [j3]Tomer Weiss, Ilkay Yildiz, Nitin Agarwal, Esra Ataer Cansizoglu, Jae-Woo Choi:
Image-Driven Furniture Style for Interactive 3D Scene Modeling. Comput. Graph. Forum 39(7): 57-68 (2020) - [c4]Ilkay Yildiz, Esra Ataer Cansizoglu, Hantian Liu, Peter B. Golbus, Ozan Tezcan, Jae-Woo Choi:
Deep Ranking for Style-Aware Room Recommendations (Student Abstract). AAAI 2020: 13975-13976 - [c3]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Fast and Accurate Ranking Regression. AISTATS 2020: 77-88 - [i1]Tomer Weiss, Ilkay Yildiz, Nitin Agarwal, Esra Ataer Cansizoglu, Jae-Woo Choi:
Image-Driven Furniture Style for Interactive 3D Scene Modeling. CoRR abs/2010.10557 (2020)
2010 – 2019
- 2019
- [j2]Ilkay Yildiz, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, James M. Brown, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Classification and comparison via neural networks. Neural Networks 118: 65-80 (2019) - [c2]Mo Han, Sezen Yagmur Günay, Ilkay Yildiz, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Gunar Schirner, Deniz Erdogmus:
From hand-perspective visual information to grasp type probabilities: deep learning via ranking labels. PETRA 2019: 256-263 - 2018
- [j1]Berkan Kadioglu, Ilkay Yildiz, Pau Closas, Deniz Erdogmus:
M-Estimation-Based Subspace Learning for Brain Computer Interfaces. IEEE J. Sel. Top. Signal Process. 12(6): 1276-1285 (2018) - 2017
- [c1]Maria Luis Valero, Ilkay Yildiz, Edwin Mabande, Emanuël A. P. Habets:
Coherence-aware stereophonic residual echo estimation. HSCMA 2017: 176-180
Coauthor Index
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