Zobrazeno 1 - 10
of 4 876
pro vyhledávání: '"A, Keswani"'
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:
Tomar, Nikhil Kumar, Jha, Debesh, Biswas, Koushik, Berzin, Tyler M., Keswani, Rajesh, Wallace, Michael, Bagci, Ulas
Colorectal cancer (CRC) is the third most common cause of cancer diagnosed in the United States and the second leading cause of cancer-related death among both genders. Notably, CRC is the leading cause of cancer in younger men less than 50 years old
Externí odkaz:
http://arxiv.org/abs/2409.05875
Autor:
Boerstler, Kyle, Keswani, Vijay, Chan, Lok, Borg, Jana Schaich, Conitzer, Vincent, Heidari, Hoda, Sinnott-Armstrong, Walter
Preference elicitation frameworks feature heavily in the research on participatory ethical AI tools and provide a viable mechanism to enquire and incorporate the moral values of various stakeholders. As part of the elicitation process, surveys about
Externí odkaz:
http://arxiv.org/abs/2408.02862
Autor:
Keswani, Vijay, Conitzer, Vincent, Heidari, Hoda, Borg, Jana Schaich, Sinnott-Armstrong, Walter
Computational preference elicitation methods are tools used to learn people's preferences quantitatively in a given context. Recent works on preference elicitation advocate for active learning as an efficient method to iteratively construct queries (
Externí odkaz:
http://arxiv.org/abs/2407.18889
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
In many predictive contexts (e.g., credit lending), true outcomes are only observed for samples that were positively classified in the past. These past observations, in turn, form training datasets for classifiers that make future predictions. Howeve
Externí odkaz:
http://arxiv.org/abs/2402.11338
Autor:
Vishwajit Lokhande, Kiran Keswani, Pradeep Shetty, Radhika Gadge, Manjiri Raje, Shraddha Padwal, Divya Gupta
Publikováno v:
Endodontology, Vol 36, Iss 4, Pp 364-369 (2024)
Aim: The aim of the study was to determine the effects of three commercially available ethylenediaminetetraacetic acid (EDTA) gels on the surface deterioration of rotary files. Methods: A total of 27 single-rooted mandibular premolars were coronally
Externí odkaz:
https://doaj.org/article/c3d441b0defe4f709518077f6459e272
Autor:
Yao, Lanhong, Zhang, Zheyuan, Demir, Ugur, Keles, Elif, Vendrami, Camila, Agarunov, Emil, Bolan, Candice, Schoots, Ivo, Bruno, Marc, Keswani, Rajesh, Miller, Frank, Gonda, Tamas, Yazici, Cemal, Tirkes, Temel, Wallace, Michael, Spampinato, Concetto, Bagci, Ulas
Intraductal Papillary Mucinous Neoplasm (IPMN) cysts are pre-malignant pancreas lesions, and they can progress into pancreatic cancer. Therefore, detecting and stratifying their risk level is of ultimate importance for effective treatment planning an
Externí odkaz:
http://arxiv.org/abs/2309.05857
Automatically assigning tasks to people is challenging because human performance can vary across tasks for many reasons. This challenge is further compounded in real-life settings in which no oracle exists to assess the quality of human decisions and
Externí odkaz:
http://arxiv.org/abs/2305.19864