Predicting carbon nanotube forest attributes and mechanical properties using simulated images and deep learning
Hajilounezhad, Taher, Bao, Rina, Palaniappan, Kannappan, Bunyak, Filiz, Calyam, Prasad, Maschmann, Matthew R.
Published in npj computational materials (19.08.2021)
Published in npj computational materials (19.08.2021)
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Journal Article
DRPnet: automated particle picking in cryo-electron micrographs using deep regression
Nguyen, Nguyen Phuoc, Ersoy, Ilker, Gotberg, Jacob, Bunyak, Filiz, White, Tommi A
Published in BMC bioinformatics (08.02.2021)
Published in BMC bioinformatics (08.02.2021)
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Journal Article
Corneal injury is associated with stromal and vascular alterations within cranial dura mater
Glinskii, Olga V, Glinsky, Vladislav V, Xie, Leike, Bunyak, Filiz, Glinskii, Vladimir V, Sinha, Sunilima, Gupta, Suneel, Iozzo, Renato V, Mohan, Rajiv R
Published in PloS one (20.04.2023)
Published in PloS one (20.04.2023)
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Journal Article
Recurrent laryngeal nerve transection in mice results in translational upper airway dysfunction
Haney, Megan M., Hamad, Ali, Woldu, Henok G., Ciucci, Michelle, Nichols, Nicole, Bunyak, Filiz, Lever, Teresa E.
Published in Journal of comparative neurology (1911) (01.03.2020)
Published in Journal of comparative neurology (1911) (01.03.2020)
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Journal Article
Persistent Feeding and Swallowing Deficits in a Mouse Model of 22q11.2 Deletion Syndrome
Welby, Lauren, Caudill, Hailey, Yitsege, Gelila, Hamad, Ali, Bunyak, Filiz, Zohn, Irene E, Maynard, Thomas, LaMantia, Anthony-Samuel, Mendelowitz, David, Lever, Teresa E
Published in Frontiers in neurology (31.01.2020)
Published in Frontiers in neurology (31.01.2020)
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Journal Article
A Strength Endurance Exercise Paradigm Mitigates Deficits in Hypoglossal-Tongue Axis Function, Strength, and Structure in a Rodent Model of Hypoglossal Motor Neuron Degeneration
Murphy, Erika R., Thompson, Rebecca, Osman, Kate L., Haxton, Chandler, Brothers, Margaret, Lee, Li, Warncke, Kristen, Smith, Catherine L., Keilholz, Amy N., Hamad, Ali, Golzy, Mojgan, Bunyak, Filiz, Ma, Lixin, Nichols, Nicole L., Lever, Teresa E.
Published in Frontiers in neuroscience (30.06.2022)
Published in Frontiers in neuroscience (30.06.2022)
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Journal Article
Complex Non-sinus-associated Pachymeningeal Lymphatic Structures: Interrelationship With Blood Microvasculature
Glinskii, Olga V, Huxley, Virginia H, Xie, Leike, Bunyak, Filiz, Palaniappan, Kannappan, Glinsky, Vladislav V
Published in Frontiers in physiology (31.10.2019)
Published in Frontiers in physiology (31.10.2019)
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Journal Article
Robust mosaicking of maize fields from aerial imagery
Aktar, Rumana, Kharismawati, Dewi Endah, Palaniappan, Kannappan, Aliakbarpour, Hadi, Bunyak, Filiz, Stapleton, Ann E., Kazic, Toni
Published in Applications in plant sciences (01.08.2020)
Published in Applications in plant sciences (01.08.2020)
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Journal Article
Comparison of two cleaning and sterilization protocols of diamond burr tips used in debridement for canine superficial chronic corneal epithelial defects
Banks, Kayla C., Stalla, David E., Bunyak, Filiz E., White, Tommi A., Schultz, Loren G., Giuliano, Elizabeth A.
Published in Veterinary ophthalmology (01.09.2019)
Published in Veterinary ophthalmology (01.09.2019)
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Journal Article
Mitochondria segmentation in electron microscopy volumes using deep convolutional neural network
Oztel, Ismail, Yolcu, Gozde, Ersoy, Ilker, White, Tommi, Bunyak, Filiz
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
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Conference Proceeding
Deep learning-based facial expression recognition for monitoring neurological disorders
Yolcu, Gozde, Oztel, Ismail, Kazan, Serap, Oz, Cemil, Palaniappan, Kannappan, Lever, Teresa E., Bunyak, Filiz
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
Published in 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2017)
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Conference Proceeding
DeepFTSG: Multi-stream Asymmetric USE-Net Trellis Encoders with Shared Decoder Feature Fusion Architecture for Video Motion Segmentation
Rahmon, Gani, Palaniappan, Kannappan, Toubal, Imad Eddine, Bunyak, Filiz, Rao, Raghuveer, Seetharaman, Guna
Published in International journal of computer vision (01.03.2024)
Published in International journal of computer vision (01.03.2024)
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Journal Article
Motion U-Net: Multi-cue Encoder-Decoder Network for Motion Segmentation
Rahmon, Gani, Bunyak, Filiz, Seetharaman, Guna, Palaniappan, Kannappan
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding
CNT forest self-assembly insights from in-situ ESEM synthesis
Surya, Ramakrishna, Koerner, Gordon L., Hajilounezhad, Taher, Safavigerdini, Kaveh, Spies, Martin, Calyam, Prasad, Bunyak, Filiz, Palaniappan, Kannappan, Maschmann, Matthew R.
Published in Carbon (New York) (01.10.2024)
Published in Carbon (New York) (01.10.2024)
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Journal Article
Facial expression recognition for monitoring neurological disorders based on convolutional neural network
Yolcu, Gozde, Oztel, Ismail, Kazan, Serap, Oz, Cemil, Palaniappan, Kannappan, Lever, Teresa E., Bunyak, Filiz
Published in Multimedia tools and applications (01.11.2019)
Published in Multimedia tools and applications (01.11.2019)
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Journal Article
Directional reversals enable Myxococcus xanthus cells to produce collective one-dimensional streams during fruiting-body formation
Thutupalli, Shashi, Sun, Mingzhai, Bunyak, Filiz, Palaniappan, Kannappan, Shaevitz, Joshua W.
Published in Journal of the Royal Society interface (06.08.2015)
Published in Journal of the Royal Society interface (06.08.2015)
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Journal Article
Local Feature Performance Evaluation for Structure-From-Motion and Multi-View Stereo Using Simulated City-Scale Aerial Imagery
Gao, Ke, Aliakbarpour, Hadi, Fraser, Joshua, Nouduri, Koundinya, Bunyak, Filiz, Massaro, Ricky, Seetharaman, Guna, Palaniappan, Kannappan
Published in IEEE sensors journal (15.05.2021)
Published in IEEE sensors journal (15.05.2021)
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Journal Article
DFT-CAM: Discrete Fourier Transform Driven Class Activation Map
Wang, Yang Yang, Bunyak, Filiz
Published in 2023 IEEE International Conference on Image Processing (ICIP) (08.10.2023)
Published in 2023 IEEE International Conference on Image Processing (ICIP) (08.10.2023)
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Conference Proceeding