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1,415 results on '"Patel, Mahesh"'

3. Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning

Author

Wei, Ting-Ruen, Hell, Michele, Le, Dang Bich Thuy, Vierra, Aren, Pang, Ran, Patel, Mahesh, Kang, Young, and Yan, Yuling

Subjects
Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning
Abstract

This study presents an unsupervised domain adaptation method aimed at autonomously generating image masks outlining regions of interest (ROIs) for differentiating breast lesions in breast ultrasound (US) imaging. Our semi-supervised learning approach utilizes a primitive model trained on a small public breast US dataset with true annotations. This model is then iteratively refined for the domain adaptation task, generating pseudo-masks for our private, unannotated breast US dataset. The dataset, twice the size of the public one, exhibits considerable variability in image acquisition perspectives and demographic representation, posing a domain-shift challenge. Unlike typical domain adversarial training, we employ downstream classification outcomes as a benchmark to guide the updating of pseudo-masks in subsequent iterations. We found the classification precision to be highly correlated with the completeness of the generated ROIs, which promotes the explainability of the deep learning classification model. Preliminary findings demonstrate the efficacy and reliability of this approach in streamlining the ROI annotation process, thereby enhancing the classification and localization of breast lesions for more precise and interpretable diagnoses.

Published
2024

13. Hydrogeological Study of Contamination of Soil and Water in the Vicinity of Municipal Dumping Ground: A Case Study

Author

Sankalp, Maitrey, Gondwal, Anshika, Agnihotri, Arvind Kumar, Mir, Ajaz Ahmad, Patel, Mahesh, Singh, Rajwinder, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Cui, Zhen-Dong, Series Editor, Agnihotri, Arvind Kumar, editor, Reddy, Krishna R., editor, and Bansal, Ajay, editor

Published
2024
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26. Utilization of Agricultural Waste for the Sustainable Production of Clay Bricks

Author

Kakkar, Yaksh, Singh, Rajwinder, Patel, Mahesh, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Agnihotri, Arvind Kumar, editor, Reddy, Krishna R., editor, and Chore, H. S., editor

Published
2023
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27. A Review of Soil Stabilization Using Resilient Modulus

Author

Pathak, Mayank, Sharma, Vinod Kumar, Kumar, Rajiv, Singh, Gagan Deep, Singh, Ashish Pratap, Patel, Mahesh, Correia, José A. F. O., Series Editor, De Jesus, Abílio M. P., Series Editor, Ayatollahi, Majid Reza, Advisory Editor, Berto, Filippo, Advisory Editor, Fernández-Canteli, Alfonso, Advisory Editor, Hebdon, Matthew, Advisory Editor, Kotousov, Andrei, Advisory Editor, Lesiuk, Grzegorz, Advisory Editor, Murakami, Yukitaka, Advisory Editor, Carvalho, Hermes, Advisory Editor, Zhu, Shun-Peng, Advisory Editor, Bordas, Stéphane, Advisory Editor, Fantuzzi, Nicholas, Advisory Editor, Susmel, Luca, Advisory Editor, Dutta, Subhrajit, Advisory Editor, Maruschak, Pavlo, Advisory Editor, Fedorova, Elena, Advisory Editor, Fonseca de Oliveira Correia, José António, editor, and Choudhury, Satyabrata, editor

Published
2023
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29. How to track a cellphone

Author

Patel, Mahesh

Subjects
TELEPHONES AND TELEPHONE SERVICE, COMMUNICATIONS SYSTEMS, MILITARY - United States, ELECTRONIC TRANSMITTING EQUIPMENT, SURVEILLANCE - Methodology
Abstract

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Published
2012

48. LBO-005 Intervention with oral LPCN 1148 improves sarcopenia and hepatic encephalopathy (HE) in patients with cirrhosis: a 52-week phase 2 randomized clinical trial

Author

Bruno, Benjamin, primary, Weavil, Josh, additional, Ogle, Jonathan, additional, Chidambaram, Nachaippan, additional, Carey, Elizabeth, additional, Danford, Christopher, additional, Fricker, Zachary, additional, Galati, Joseph, additional, Lee, William M., additional, Mantry, Parvez, additional, Shetty, Kirti, additional, DelConte, Anthony, additional, Patel, Mahesh, additional, Sanyal, Arun J., additional, and Lai, Jennifer, additional

Published
2024
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