Výsledky vyhledávání - "George, Eskandar"

USIS: Unsupervised Semantic Image Synthesis

Autor: George Eskandar, Mohamed Abdelsamad, Karim Armanious, Bin Yang

Publikováno v: Computers & Graphics. 111:14-23

Semantic Image Synthesis (SIS) is a subclass of image-to-image translation where a photorealistic image is synthesized from a segmentation mask. SIS has mostly been addressed as a supervised problem. However, state-of-the-art methods depend on a huge

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8dc5166319b2f57aceb45423de8dce86
https://doi.org/10.1016/j.cag.2022.12.010

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Microbiome and Colorectal Cancer Management

Autor: Mahmoud, Alrahawy, Saryia, Javed, Haitham, Atif, Kareem, Elsanhoury, Kamel, Mekhaeil, George, Eskandar

Publikováno v: Cureus.

Globally, colorectal cancer (CRC) is one of the most typical lethal cancers. One of the main factors for better outcomes in CRC management is the early detection of the disease. As an integral component of human metabolism and homeostasis, gut microb

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e6a4661d9497b55d5885ec811bbe54cd
https://doi.org/10.7759/cureus.30720

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CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection

Autor: Karim Guirguis, Ahmed Hendawy, George Eskandar, Mohamed Abdelsamad, Matthias Kayser, Jurgen Beyerer

Few-shot object detection (FSOD) seeks to detect novel categories with limited data by leveraging prior knowledge from abundant base data. Generalized few-shot object detection (G-FSOD) aims to tackle FSOD without forgetting previously seen base clas

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http://arxiv.org/abs/2204.05220

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Few-Shot Object Detection in Unseen Domains

Autor: Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer

Few-shot object detection (FSOD) has thrived in recent years to learn novel object classes with limited data by transferring knowledge gained on abundant base classes. FSOD approaches commonly assume that both the scarcely provided examples of novel

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::93327a72f7d3c1fb7d51edd885825d2d
http://arxiv.org/abs/2204.05072

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SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving

Autor: George Eskandar, Alexander Braun, Martin Meinke, Karim Armanious, Bin Yang

Predicting future 3D LiDAR pointclouds is a challenging task that is useful in many applications in autonomous driving such as trajectory prediction, pose forecasting and decision making. In this work, we propose a new LiDAR prediction framework that

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0930abbd133f0a478235364e471daa77

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Diffusion-weighted imaging uncovers likely sources of processing-speed deficits in schizophrenia

Autor: L. Elliot Hong, Dinesh Shukla, Laura M. Rowland, Xiaoming Du, Anya Savransky, Els Fieremans, Jelle Veraart, Paul M. Thompson, Neda Jahanshad, Florian Muellerklein, George Eskandar, Hemalatha Sampath, Peter Kochunov

Publikováno v: Proceedings of the National Academy of Sciences. 113:13504-13509

Schizophrenia, a devastating psychiatric illness with onset in the late teens to early 20s, is thought to involve disrupted brain connectivity. Functional and structural disconnections of cortical networks may underlie various cognitive deficits, inc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6916c2606faf4f92aec08d37f4944234
https://doi.org/10.1073/pnas.1608246113

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Heritability of complex white matter diffusion traits assessed in a population isolate

Autor: Braxton D. Mitchell, Binish Patel, Peter Kochunov, Kevin A. Strauss, George Eskandar, Dinesh Shukla, Mao Fu, Mary Morrissey, Neda Jahanshad, Susan N. Wright, Florian Muellerklein, Katie L. Nugent, Teodor T. Postolache, Alan R. Shuldiner, Xiaoming Du, Paul M. Thompson, L. Elliot Hong

Publikováno v: Human Brain Mapping. 37:525-535

Introduction Diffusion weighted imaging (DWI) methods can noninvasively ascertain cerebral microstructure by examining pattern and directions of water diffusion in the brain. We calculated heritability for DWI parameters in cerebral white (WM) and gr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::89f3282e493a95446252f6ba577e3c59
https://doi.org/10.1002/hbm.23047

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White Matter Integrity in High-Altitude Pilots Exposed to Hypobaria

Autor: Patrick Grogan, Goldie R.E. Boone, Joe Wood, Laura M. Rowland, David F. Tate, Beenish Patel, George Eskandar, Peter Kochunov, Geoffrey D. Clarke, S. Andrea Wijtenburg, Paul M. Sherman, John H. Sladky, Stephen A. McGuire

Publikováno v: Aerospace medicine and human performance. 87(12)

Introduction Nonhypoxic hypobaric (low atmospheric pressure) occupational exposure, such as experienced by U.S. Air Force U-2 pilots and safety personnel operating inside altitude chambers, is associated with increased subcortical white matter hyperi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ec380b54ea7bab21437c7c584d7cba14
https://pubmed.ncbi.nlm.nih.gov/28323582

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