Zobrazeno 1 - 10
of 4 870
pro vyhledávání: '"Rajesh, N"'
Autor:
Kannan, Kamala Devi, Jagatheesaperumal, Senthil Kumar, Kandala, Rajesh N. V. P. S., Lotfaliany, Mojtaba, Alizadehsanid, Roohallah, Mohebbi, Mohammadreza
For the early identification, diagnosis, and treatment of mental health illnesses, the integration of deep learning (DL) and machine learning (ML) has started playing a significant role. By evaluating complex data from imaging, genetics, and behavior
Externí odkaz:
http://arxiv.org/abs/2412.06147
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:
Mohammad Nezamuddin Khan, Balavigneshwaran A, Priyadharshini Ananthathandavan, Vijayakumar T M, Rajesh N A, Pavithra A, Sumitha A
Publikováno v:
Gastroenterology & Endoscopy, Vol 2, Iss 4, Pp 168-175 (2024)
Background: Alcoholic Liver Disease (ALD) poses a significant global health threat, contributing to millions of deaths each year. Despite the well-established link between chronic alcohol consumption and liver damage, treatment options remain limited
Externí odkaz:
https://doaj.org/article/1acf87ca63454e79b45fc509fd2e8547
Autor:
Jafari, S.1 jafaripersia@gmail.com, Rajesh, N.2 nrajeshtopology@yahoo.co.in, Nordo, G. giorgio.nordo@unime.it
Publikováno v:
Neutrosophic Sets & Systems. 2024, Vol. 73, p740-743. 4p.
Publikováno v:
Indian Journal of Community Medicine, Vol 49, Iss 3, Pp 489-495 (2024)
Background: Musculoskeletal disorders (MSDs) are one of the major causes of morbidity, which affect particularly the upper quadrant in industrial settings and so upset the quality of life (QoL). The influence of the protocol of exercise-based program
Externí odkaz:
https://doaj.org/article/6ca86e2edfb94cb1a41d9318831825f9
Autor:
Jasoda Choudhari, Snehal K. Nimal, Shridhar Chougule, Trupti Shinde, N.R. Dhatrak, Gopal C. Kundu, Rajesh N. Gacche
Publikováno v:
Phytomedicine Plus, Vol 5, Iss 1, Pp 100690- (2025)
Background: Traditional medicines remain integral to healthcare worldwide especially in developing countries. Our prior studies highlighted the anti-melanoma potential of Prosopis juliflora leave methanolic extract (PJLME), leading us to further isol
Externí odkaz:
https://doaj.org/article/c8ceab85f17e4587a371aae6d9a15612