Zobrazeno 1 - 10
of 1 818
pro vyhledávání: '"Nikhil, Kumar"'
Autor:
Singh, Aditi, Ehtesham, Abul, Gupta, Gaurav Kumar, Chatta, Nikhil Kumar, Kumar, Saket, Khoei, Tala Talaei
In this paper, we conduct a comprehensive SWOT analysis of prompt engineering techniques within the realm of Large Language Models (LLMs). Emphasizing linguistic principles, we examine various techniques to identify their strengths, weaknesses, oppor
Externí odkaz:
http://arxiv.org/abs/2410.12843
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:
Jha, Debesh, Tomar, Nikhil Kumar, Sharma, Vanshali, Trinh, Quoc-Huy, Biswas, Koushik, Pan, Hongyi, Jha, Ritika K., Durak, Gorkem, Hann, Alexander, Varkey, Jonas, Dao, Hang Viet, Van Dao, Long, Nguyen, Binh Phuc, Pham, Khanh Cong, Tran, Quang Trung, Papachrysos, Nikolaos, Rieders, Brandon, Schmidt, Peter Thelin, Geissler, Enrik, Berzin, Tyler, Halvorsen, Pål, Riegler, Michael A., de Lange, Thomas, Bagci, Ulas
Colonoscopy is the primary method for examination, detection, and removal of polyps. Regular screening helps detect and prevent colorectal cancer at an early curable stage. However, challenges such as variation among the endoscopists' skills, bowel q
Externí odkaz:
http://arxiv.org/abs/2409.00045
Autor:
Jha, Debesh, Tomar, Nikhil Kumar, Biswas, Koushik, Durak, Gorkem, Antalek, Matthew, Zhang, Zheyuan, Wang, Bin, Rahman, Md Mostafijur, Pan, Hongyi, Medetalibeyoglu, Alpay, Velichko, Yury, Ladner, Daniela, Borhani, Amir, Bagci, Ulas
Accurate segmentation of organs from abdominal CT scans is essential for clinical applications such as diagnosis, treatment planning, and patient monitoring. To handle challenges of heterogeneity in organ shapes, sizes, and complex anatomical relatio
Externí odkaz:
http://arxiv.org/abs/2405.06166
Autor:
Singh, Nikhil Kumar, Saha, Indranil
Efficient utilization of the replay buffer plays a significant role in the off-policy actor-critic reinforcement learning (RL) algorithms used for model-free control policy synthesis for complex dynamical systems. We propose a method for achieving sa
Externí odkaz:
http://arxiv.org/abs/2402.05963
Autor:
Jha, Debesh, Tomar, Nikhil Kumar, Biswas, Koushik, Durak, Gorkem, Medetalibeyoglu, Alpay, Antalek, Matthew, Velichko, Yury, Ladner, Daniela, Borhani, Amir, Bagci, Ulas
Accurate liver segmentation from CT scans is essential for effective diagnosis and treatment planning. Computer-aided diagnosis systems promise to improve the precision of liver disease diagnosis, disease progression, and treatment planning. In respo
Externí odkaz:
http://arxiv.org/abs/2401.09630
Autor:
Biswas, Koushik, Jha, Debesh, Tomar, Nikhil Kumar, Durak, Gorkem, Medetalibeyoglu, Alpay, Antalek, Matthew, Velichko, Yury, Ladner, Daniela, Bohrani, Amir, Bagci, Ulas
In this study, we propose a new activation function, called Adaptive Smooth Activation Unit (ASAU), tailored for optimized gradient propagation, thereby enhancing the proficiency of convolutional networks in medical image analysis. We apply this new
Externí odkaz:
http://arxiv.org/abs/2312.11480
Autor:
Soni, Mukesh, Nayak, Nihar Ranjan, Kalra, Ashima, Degadwala, Sheshang, Singh, Nikhil Kumar, Singh, Shweta
Publikováno v:
International Journal of Pervasive Computing and Communications, 2022, Vol. 20, Issue 3, pp. 18-32.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IJPCC-03-2022-0106