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pro vyhledávání: '"Unay, Devrim"'
The significance of efficient and accurate diagnosis amidst the unique challenges posed by the COVID-19 pandemic underscores the urgency for innovative approaches. In response to these challenges, we propose a transfer learning-based approach using a
Externí odkaz:
http://arxiv.org/abs/2207.00259
Autor:
Morani, Kenan, Unay, Devrim
A method of a Convolutional Neural Networks (CNN) for image classification with image preprocessing and hyperparameters tuning was proposed. The method aims at increasing the predictive performance for COVID-19 diagnosis while more complex model arch
Externí odkaz:
http://arxiv.org/abs/2111.11191
Autor:
Soyak, Refik, Navruz, Ebru, Ersoy, Eda Ozgu, Cruz, Gastao, Prieto, Claudia, King, Andrew P., Unay, Devrim, Oksuz, Ilkay
Magnetic Resonance Fingerprinting (MRF) enables simultaneous mapping of multiple tissue parameters such as T1 and T2 relaxation times. The working principle of MRF relies on varying acquisition parameters pseudo-randomly, so that each tissue generate
Externí odkaz:
http://arxiv.org/abs/2012.01241
Akademický článek
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Data driven segmentation is an important initial step of shape prior-based segmentation methods since it is assumed that the data term brings a curve to a plausible level so that shape and data terms can then work together to produce better segmentat
Externí odkaz:
http://arxiv.org/abs/1901.02513
Autor:
Ghani, Muhammad Usman, Erdil, Ertunc, Kanik, Sumeyra Demir, Argunsah, Ali Ozgur, Hobbiss, Anna Felicity, Israely, Inbal, Unay, Devrim, Tasdizen, Tolga, Cetin, Mujdat
Functional properties of neurons are strongly coupled with their morphology. Changes in neuronal activity alter morphological characteristics of dendritic spines. First step towards understanding the structure-function relationship is to group spines
Externí odkaz:
http://arxiv.org/abs/1607.05523
Autor:
Unay, Devrim
Quality inspection of apple fruits, traditionally performed by human experts, has to be automated by machine vision to reduce error, variation, fatigue and cost due to humans as well as to increase speed… A typical apple inspection system should em
Publikováno v:
International Journal of Biomedical Imaging; 5/24/2024, Vol. 2024, p1-9, 9p
Autor:
Carass, Aaron, Roy, Snehashis, Jog, Amod, Cuzzocreo, Jennifer L., Magrath, Elizabeth, Gherman, Adrian, Button, Julia, Nguyen, James, Prados, Ferran, Sudre, Carole H., Jorge Cardoso, Manuel, Cawley, Niamh, Ciccarelli, Olga, Wheeler-Kingshott, Claudia A.M., Ourselin, Sébastien, Catanese, Laurence, Deshpande, Hrishikesh, Maurel, Pierre, Commowick, Olivier, Barillot, Christian, Tomas-Fernandez, Xavier, Warfield, Simon K., Vaidya, Suthirth, Chunduru, Abhijith, Muthuganapathy, Ramanathan, Krishnamurthi, Ganapathy, Jesson, Andrew, Arbel, Tal, Maier, Oskar, Handels, Heinz, Iheme, Leonardo O., Unay, Devrim, Jain, Saurabh, Sima, Diana M., Smeets, Dirk, Ghafoorian, Mohsen, Platel, Bram, Birenbaum, Ariel, Greenspan, Hayit, Bazin, Pierre-Louis, Calabresi, Peter A., Crainiceanu, Ciprian M., Ellingsen, Lotta M., Reich, Daniel S., Prince, Jerry L., Pham, Dzung L.
Publikováno v:
In NeuroImage 1 March 2017 148:77-102
Autor:
Ucar, Mahmut, Iheme, Leonardo O., Onal, Sevgi, Pesen-Okvur, Devrim, Yalcin-Ozuysal, Ozden, Toreyin, Behcet U., Unay, Devrim
Publikováno v:
Electrica; Jan2024, Vol. 24 Issue 1, p60-66, 7p