Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology

Authors: Wang, Peilong, Liu, Zhengliang, Li, Yiwei, Holmes, Jason, Shu, Peng, Zhang, Lian, Li, Xiang, Li, Quanzheng, Laughlin, Brady S., Toesca, Diego Santos, Vora, Sujay A., Patel, Samir H., Sio, Terence T., Liu, Tianming, Liu, Wei

Subject Terms: Physics - Medical Physics, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2501.17286

Evaluating The Performance of Using Large Language Models to Automate Summarization of CT Simulation Orders in Radiation Oncology

Authors: Cao, Meiyun, Hu, Shaw, Sharp, Jason, Clouser, Edward, Holmes, Jason, Lam, Linda L., Ding, Xiaoning, Toesca, Diego Santos, Lindholm, Wendy S., Patel, Samir H., Vora, Sujay A., Wang, Peilong, Liu, Wei

Subject Terms: Physics - Medical Physics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2501.16309

Terrain Classification through Satellite Images using Deep Learning

Authors: Khuman, Virendrasinh, Arora, Shubh, Siddhant, Gupta, Rajeev Kumar, Patel, Samir

Source: 2024 3rd International Conference for Advancement in Technology (ICONAT) Advancement in Technology (ICONAT), 2024 3rd International Conference for. :1-6 Sep, 2024

Relation: 2024 3rd International Conference for Advancement in Technology (ICONAT)

Enhancing Transportation Infrastructure: A Deep Learning Approach for Pothole Detection

Authors: Bhatt, Rushin, Shah, Jinay, Patel, Samir

Source: 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT) Computing Communication and Networking Technologies (ICCCNT), 2024 15th International Conference on. :1-6 Jun, 2024

Relation: 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)

Enabling Clinical Use of Linear Energy Transfer in Proton Therapy for Head and Neck Cancer -- A Review of Implications for Treatment Planning and Adverse Events Study

Authors: Chen, Jingyuan, Yang, Yunze, Feng, Hongying, Liu, Chenbin, Zhang, Lian, Holmes, Jason M., Liu, Zhengliang, Lin, Haibo, Liu, Tianming, Simone II, Charles B., Lee, Nancy Y., Frank, Steven E., Ma, Daniel J., Patel, Samir H., Liu, Wei

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2410.04358

The Secrets of Porvenir.

Authors: PATEL, SAMIR S. (AUTHOR)

Source: Archaeology. Mar/Apr2025, Vol. 78 Issue 2, p40-43. 4p. 6 Color Photographs, 1 Map.

Subject Terms: *MILITARY weapons, *INDIGENOUS peoples of Mexico, *MAGNIFYING glasses, *OPUNTIA, *METAL detectors, *MASSACRES

Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams

Authors: Hao, Yuexing, Holmes, Jason M., Hobson, Jared, Bennett, Alexandra, Ebner, Daniel K., Routman, David M., Shiraishi, Satomi, Patel, Samir H., Yu, Nathan Y., Hallemeier, Chris L., Ball, Brooke E., Waddle, Mark R., Liu, Wei

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2409.18290

Effects of 2D and 3D Max Pooling on LSTMFeature Extraction

Authors: Bhattad, Rashmi, Shah, Arvik, Patel, Vibha, Patel, Samir

Source: 2023 IEEE 20th India Council International Conference (INDICON) India Council International Conference (INDICON), 2023 IEEE 20th. :192-196 Dec, 2023

Relation: 2023 IEEE 20th India Council International Conference (INDICON)

Predicting the Success of Startups Based on Investment and Funding Details

Authors: Shah, Kush, S, Aagam, Patel, Samir, Jadeja, Anshumansinh, Bhattad, Rashmi

Source: 2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC) Humanitarian Technology Conference (R10-HTC), 2023 IEEE 11th Region 10. :603-607 Oct, 2023

Relation: 2023 IEEE 11th Region 10 Humanitarian Technology Conference (R10-HTC)

Accurate Patient Alignment without Unnecessary Imaging Dose via Synthesizing Patient-specific 3D CT Images from 2D kV Images

Authors: Ding, Yuzhen, Holmes, Jason M., Feng, Hongying, Li, Baoxin, McGee, Lisa A., Rwigema, Jean-Claude M., Vora, Sujay A., Ma, Daniel J., Foote, Robert L., Patel, Samir H., Liu, Wei

Subject Terms: Electrical Engineering and Systems Science - Signal Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.19338

Novel H-Unet Approach for Cropland Change Detection Using CLCD

Authors: Bhattad, Rashmi, Patel, Vibha, Patel, Samir

Source: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2023 - 2023 IEEE International. :6692-6695 Jul, 2023

Relation: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium

Adaptive Cyber Defense: Leveraging Neuromorphic Computing for Advanced Threat Detection and Response

Authors: Srivastava, Aviral, Parmar, Viral, Patel, Samir, Chaturvedi, Akshat

Source: 2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS) Sustainable Computing and Smart Systems (ICSCSS), 2023 International Conference on. :1557-1562 Jun, 2023

Relation: 2023 International Conference on Sustainable Computing and Smart Systems (ICSCSS)

Big Data Predictive Analytics Model for Cardiovascular Risk Detection using Machine Learning Techniques

Authors: Kanani, Jeet, Patel, Samir, Parmar, Badal, Vaghasia, Moksh, Patel, Krishna

Source: 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC) Sustainable Energy, Signal Processing and Cyber Security (iSSSC), 2022 IEEE 2nd International Symposium on. :1-6 Dec, 2022

Relation: 2022 IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC)

Visual Analysis of Thane Intelligent Transport System

Authors: Patel, Madhuri, Patel, Samir B., Swain, Debabrata, Raval, Parth

Source: 2022 International Interdisciplinary Humanitarian Conference for Sustainability (IIHC) Interdisciplinary Humanitarian Conference for Sustainability (IIHC), 2022 International. :58-64 Nov, 2022

Relation: 2022 International Interdisciplinary Humanitarian Conference for Sustainability (IIHC)

RadOnc-GPT: A Large Language Model for Radiation Oncology

Authors: Liu, Zhengliang, Wang, Peilong, Li, Yiwei, Holmes, Jason, Shu, Peng, Zhang, Lian, Liu, Chenbin, Liu, Ninghao, Zhu, Dajiang, Li, Xiang, Li, Quanzheng, Patel, Samir H., Sio, Terence T., Liu, Tianming, Liu, Wei

Subject Terms: Physics - Medical Physics, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2309.10160

Modelling small block aperture in an in-house developed GPU-accelerated Monte Carlo-based dose engine for pencil beam scanning proton therapy

Authors: Feng, Hongying, Holmes, Jason M., Vora, Sujay A., Stoker, Joshua B., Bues, Martin, Wong, William W., Sio, Terence S., Foote, Robert L., Patel, Samir H., Shen, Jiajian, Liu, Wei

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2307.01416

Classifying Secondary Structure of Protein Using Big Data Techniques

Authors: Trivedi, Nandish B., Joshi, Jay M., Desai, Yukta P., Patel, Samir

Source: 2022 International Conference for Advancement in Technology (ICONAT) Advancement in Technology (ICONAT),2022 International Conference for. :1-4 Jan, 2022

Relation: 2022 International Conference for Advancement in Technology (ICONAT)

Big data analysis on yelp user-generated reviews

Authors: Kalariya, Denish, Vyas, Shubham, Savasni, Dev, Patel, Samir

Source: 2022 International Conference for Advancement in Technology (ICONAT) Advancement in Technology (ICONAT),2022 International Conference for. :1-7 Jan, 2022

Relation: 2022 International Conference for Advancement in Technology (ICONAT)

Smart IoT Based People Counting System

Authors: Lalchandani, Ashish, Patel, Samir

Source: 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV) Artificial Intelligence and Machine Vision (AIMV), 2021 International Conference on. :1-6 Sep, 2021

Relation: 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV)

Efficient vaccine scheduler based on CPU scheduling algorithms

Authors: Gondaliya, Vasu, Patel, Shreya, Hemnani, Jay, Patel, Samir

Source: 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV) Artificial Intelligence and Machine Vision (AIMV), 2021 International Conference on. :1-6 Sep, 2021

Relation: 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV)