Zobrazeno 1 - 10
of 805
pro vyhledávání: '"Keswani, Rajesh N"'
Autor:
Pan, Hongyi, Hong, Ziliang, Durak, Gorkem, Keles, Elif, Aktas, Halil Ertugrul, Taktak, Yavuz, Medetalibeyoglu, Alpay, Zhang, Zheyuan, Velichko, Yury, Spampinato, Concetto, Schoots, Ivo, Bruno, Marco J., Tiwari, Pallavi, Bolan, Candice, Gonda, Tamas, Miller, Frank, Keswani, Rajesh N., Wallace, Michael B., Xu, Ziyue, Bagci, Ulas
Accurate classification of Intraductal Papillary Mucinous Neoplasms (IPMN) is essential for identifying high-risk cases that require timely intervention. In this study, we develop a federated learning framework for multi-center IPMN classification ut
Externí odkaz:
http://arxiv.org/abs/2411.05697
Autor:
Pan, Hongyi, Durak, Gorkem, Zhang, Zheyuan, Taktak, Yavuz, Keles, Elif, Aktas, Halil Ertugrul, Medetalibeyoglu, Alpay, Velichko, Yury, Spampinato, Concetto, Schoots, Ivo, Bruno, Marco J., Keswani, Rajesh N., Tiwari, Pallavi, Bolan, Candice, Gonda, Tamas, Goggins, Michael G., Wallace, Michael B., Xu, Ziyue, Bagci, Ulas
Federated learning (FL) enables collaborative model training across institutions without sharing sensitive data, making it an attractive solution for medical imaging tasks. However, traditional FL methods, such as Federated Averaging (FedAvg), face d
Externí odkaz:
http://arxiv.org/abs/2410.22530
Autor:
Zhang, Zheyuan, Keles, Elif, Durak, Gorkem, Taktak, Yavuz, Susladkar, Onkar, Gorade, Vandan, Jha, Debesh, Ormeci, Asli C., Medetalibeyoglu, Alpay, Yao, Lanhong, Wang, Bin, Isler, Ilkin Sevgi, Peng, Linkai, Pan, Hongyi, Vendrami, Camila Lopes, Bourhani, Amir, Velichko, Yury, Gong, Boqing, Spampinato, Concetto, Pyrros, Ayis, Tiwari, Pallavi, Klatte, Derk C. F., Engels, Megan, Hoogenboom, Sanne, Bolan, Candice W., Agarunov, Emil, Harfouch, Nassier, Huang, Chenchan, Bruno, Marco J., Schoots, Ivo, Keswani, Rajesh N., Miller, Frank H., Gonda, Tamas, Yazici, Cemal, Tirkes, Temel, Turkbey, Baris, Wallace, Michael B., Bagci, Ulas
Automated volumetric segmentation of the pancreas on cross-sectional imaging is needed for diagnosis and follow-up of pancreatic diseases. While CT-based pancreatic segmentation is more established, MRI-based segmentation methods are understudied, la
Externí odkaz:
http://arxiv.org/abs/2405.12367
Autor:
Worix, Alexander, Keswani, Rajesh N.
Publikováno v:
In Gastroenterology Clinics of North America December 2024 53(4):587-602
Autor:
Janczewski, Lauren M., Joung, Rachel H., Borhani, Amir A., Lewandowski, Robert J., Velichko, Yury S., Mulcahy, Mary F., Mahalingam, Devalingam, Law, Jennifer, Bowman, Caitlin, Keswani, Rajesh N., Poylin, Vitaliy Y., Bentrem, David J., Merkow, Ryan P.
Publikováno v:
In HPB May 2024 26(5):656-663
Autor:
Keswani, Rajesh N., Zimmerman, Joshua, Buckley, Barbara, Patel, Dharmesh, Boike, Justin, Pandolfino, John
Publikováno v:
In Clinical Gastroenterology and Hepatology May 2024 22(5):1136-1138
Publikováno v:
In Clinical Gastroenterology and Hepatology April 2024 22(4):893-895
Publikováno v:
In Pancreatology February 2024 24(1):184-187
Autor:
Nangia, Nikita, Almuhaidb, Aymen, Keswani, Rajesh N., Basra, Saihej P., Aadam, Abdul A., Kwasny, Mary, Sinha, Jasmine, Komanduri, Srinadh
Publikováno v:
In Gastro Hep Advances 2024 3(1):128-130
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