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1. Towards Leveraging Large Language Models for Automated Medical Q&A Evaluation

Author

Krolik, Jack, Mahal, Herprit, Ahmad, Feroz, Trivedi, Gaurav, and Saket, Bahador

Subjects
Computer Science - Computation and Language, Computer Science - Machine Learning, I.2.7, J.3
Abstract

This paper explores the potential of using Large Language Models (LLMs) to automate the evaluation of responses in medical Question and Answer (Q\&A) systems, a crucial form of Natural Language Processing. Traditionally, human evaluation has been indispensable for assessing the quality of these responses. However, manual evaluation by medical professionals is time-consuming and costly. Our study examines whether LLMs can reliably replicate human evaluations by using questions derived from patient data, thereby saving valuable time for medical experts. While the findings suggest promising results, further research is needed to address more specific or complex questions that were beyond the scope of this initial investigation., Comment: 10 pages, 3 figures, 3 tables

Published
2024

4. Vacation Recommendation System Using New York Times Articles

Author

Trivedi, Gaurav, Sivagami, M., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Verma, Anshul, editor, Verma, Pradeepika, editor, Pattanaik, Kiran Kumar, editor, Dhurandher, Sanjay Kumar, editor, and Woungang, Isaac, editor

Published
2024
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6. Design of Blockchain Mining Algorithms for ASIC Implementation

Author

Garg, Shubham, Walia, Kiran, Goswami, Sushree Sila P., Trivedi, Gaurav, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Noor, Arti, editor, Saroha, Kriti, editor, Pricop, Emil, editor, Sen, Abhijit, editor, and Trivedi, Gaurav, editor

Published
2023
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7. A Survey of Learning Methods in Deep Neural Networks (DDN)

Author

Muhammad, Hibah Ihsan, Tiwari, Ankita, Trivedi, Gaurav, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Noor, Arti, editor, Saroha, Kriti, editor, Pricop, Emil, editor, Sen, Abhijit, editor, and Trivedi, Gaurav, editor

Published
2023
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9. Real-Time Plant Disease Detection: A Comparative Study

Author

Singh, Yogendra, Shukla, Swati, Mohan, Nishant, Parameswaran, Sumesh Eratt, Trivedi, Gaurav, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Saini, Mukesh Kumar, editor, Goel, Neeraj, editor, Shekhawat, Hanumant Singh, editor, Mauri, Jaime Lloret, editor, and Singh, Dhananjay, editor

Published
2023
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10. Post Quantum Cryptography Algorithms: A Review and Applications

Author

Paul, Bikram, Trivedi, Gaurav, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Arya, Karm Veer, editor, Tripathi, Vipin Kumar, editor, Rodriguez, Ciro, editor, and Yusuf, Eddy, editor

Published
2023
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11. Digital Boolean Logic Equivalent Reversible Quantum Gates Design

Author

Paul, Bikram, Choudhury, Nupur, Saikia, Eeshankur, Trivedi, Gaurav, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kumar, Sandeep, editor, Sharma, Harish, editor, Balachandran, K., editor, Kim, Joong Hoon, editor, and Bansal, Jagdish Chand, editor

Published
2023
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12. FPGA Implementation of Simplified Spiking Neural Network

Author

Gupta, Shikhar, Vyas, Arpan, and Trivedi, Gaurav

Subjects
Computer Science - Neural and Evolutionary Computing
Abstract

Spiking Neural Networks (SNN) are third-generation Artificial Neural Networks (ANN) which are close to the biological neural system. In recent years SNN has become popular in the area of robotics and embedded applications, therefore, it has become imperative to explore its real-time and energy-efficient implementations. SNNs are more powerful than their predecessors because they encode temporal information and use biologically plausible plasticity rules. In this paper, a simpler and computationally efficient SNN model using FPGA architecture is described. The proposed model is validated on a Xilinx Virtex 6 FPGA and analyzes a fully connected network which consists of 800 neurons and 12,544 synapses in real-time.

Published
2020

13. PowerPlanningDL: Reliability-Aware Framework for On-Chip Power Grid Design using Deep Learning

Author

Dey, Sukanta, Nandi, Sukumar, and Trivedi, Gaurav

Subjects
Computer Science - Machine Learning, Computer Science - Hardware Architecture, Electrical Engineering and Systems Science - Signal Processing, Mathematics - Optimization and Control, 68T07 (Primary) 90-XX, 62J02 (Secondary), B.7.0, I.0
Abstract

With the increase in the complexity of chip designs, VLSI physical design has become a time-consuming task, which is an iterative design process. Power planning is that part of the floorplanning in VLSI physical design where power grid networks are designed in order to provide adequate power to all the underlying functional blocks. Power planning also requires multiple iterative steps to create the power grid network while satisfying the allowed worst-case IR drop and Electromigration (EM) margin. For the first time, this paper introduces Deep learning (DL)-based framework to approximately predict the initial design of the power grid network, considering different reliability constraints. The proposed framework reduces many iterative design steps and speeds up the total design cycle. Neural Network-based multi-target regression technique is used to create the DL model. Feature extraction is done, and the training dataset is generated from the floorplans of some of the power grid designs extracted from the IBM processor. The DL model is trained using the generated dataset. The proposed DL-based framework is validated using a new set of power grid specifications (obtained by perturbing the designs used in the training phase). The results show that the predicted power grid design is closer to the original design with minimal prediction error (~2%). The proposed DL-based approach also improves the design cycle time with a speedup of ~6X for standard power grid benchmarks., Comment: Published in proceedings of IEEE/ACM Design, Automation and Test in Europe Conference (DATE) 2020, 6 pages

Published
2020
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16. DNN Based Short Term Load Forecasting of Individual Household with Real and Synthetic Data-Set

Author

Tiwari, Praveen, Mahanta, Pinakeswar, Trivedi, Gaurav, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Gupta, Deepak, editor, Sambyo, Koj, editor, Prasad, Mukesh, editor, and Agarwal, Sonali, editor

Published
2022
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17. Performance Improvement Techniques in Shell-and-Tube Type of LHS Unit

Author

Abreha, Berihu Gebreyohannes, Mahanta, Pinakeswar, Trivedi, Gaurav, Cavas-Martínez, Francisco, Series Editor, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Haddar, Mohamed, Series Editor, Ivanov, Vitalii, Series Editor, Kwon, Young W., Series Editor, Trojanowska, Justyna, Series Editor, di Mare, Francesca, Series Editor, Mahanta, Pinakeswar, editor, Kalita, Pankaj, editor, Paul, Anup, editor, and Banerjee, Abhik, editor

Published
2022
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18. Cone-beam computed tomography (CBCT) dose optimization technique and image quality assessment scoring

Author

Trivedi, Gaurav, Singh, Pushpendra, Oinam, Arun, and Singh, Ranjit

Subjects
Medical research -- Methods, Medicine, Experimental -- Methods, Mathematical optimization -- Methods, CT imaging -- Methods, Radiotherapy -- Methods, Health
Abstract

Byline: Gaurav. Trivedi, Pushpendra. Singh, Arun. Oinam, Ranjit. Singh Introduction: Linear accelerator (LINAC) embedded with kV source-imager system is capable to do image-guided radiotherapy. The only disadvantage of cone-beam computed [...]

Published
2024

19. Challenges in commissioning the 'TSET' technique: A new approach towards monitor unit calculation and beam profile measurements

Author

Trivedi, Gaurav, Oinam, Arun, Yadav, Budhi, Singh, Pushpendra, Singh, Ranjit, and Robert, Ngangom

Subjects
Mycoses -- Methods -- Measurement, Dermatology -- Formulae, receipts, prescriptions, Skin -- Care and treatment -- Measurement -- Methods, Dermatologic agents -- Measurement -- Methods, Health
Abstract

Byline: Gaurav. Trivedi, Arun. Oinam, Budhi. Yadav, Pushpendra. Singh, Ranjit. Singh, Ngangom. Robert Introduction: Total skin electron beam therapy, commonly known as TSET, is a good choice of treatment for [...]

Published
2024

20. Efficacy of intertruncal and corner-pocket approaches of ultrasound-guided supraclavicular block in terms of ulnar nerve blockade: A randomised controlled study

Author

Trivedi, Saurabh, Gupta, Srishti, Bhardwaj, Hemendra, Sahoo, Tapan, Gupta, Seema, and Trivedi, Gaurav

Subjects
Bupivacaine -- Methods, Health
Abstract

Byline: Saurabh. Trivedi, Srishti. Gupta, Hemendra. Bhardwaj, Tapan. Sahoo, Seema. Gupta, Gaurav. Trivedi Background and Aims: The incidence of ulnar nerve sparing has declined with the corner-pocket approach of the [...]

Published
2023

24. An Interactive Tool for Natural Language Processing on Clinical Text

Author

Trivedi, Gaurav, Pham, Phuong, Chapman, Wendy, Hwa, Rebecca, Wiebe, Janyce, and Hochheiser, Harry

Subjects
Computer Science - Human-Computer Interaction, Computer Science - Computation and Language, Computer Science - Information Retrieval
Abstract

Natural Language Processing (NLP) systems often make use of machine learning techniques that are unfamiliar to end-users who are interested in analyzing clinical records. Although NLP has been widely used in extracting information from clinical text, current systems generally do not support model revision based on feedback from domain experts. We present a prototype tool that allows end users to visualize and review the outputs of an NLP system that extracts binary variables from clinical text. Our tool combines multiple visualizations to help the users understand these results and make any necessary corrections, thus forming a feedback loop and helping improve the accuracy of the NLP models. We have tested our prototype in a formative think-aloud user study with clinicians and researchers involved in colonoscopy research. Results from semi-structured interviews and a System Usability Scale (SUS) analysis show that the users are able to quickly start refining NLP models, despite having very little or no experience with machine learning. Observations from these sessions suggest revisions to the interface to better support review workflow and interpretation of results., Comment: 8 pages, 2 figures, 2 tables, Presented at IUI TextVis 2015 Workshop

Published
2017

27. EMT Analysis of Heavy-Duty EVs in Charging Station

Author

Shukla, Swati, Trivedi, Gaurav, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Mallick, Pradeep Kumar, editor, Meher, Preetisudha, editor, Majumder, Alak, editor, and Das, Santos Kumar, editor

Published
2020
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28. GUI-Based Secure Architecture Design for Distributed Community Micro-grid

Author

Tiwari, Praveen, Panwar, Maj Sunil Kumar, Paul, Bikram, Mahanta, Pinakeswar, Trivedi, Gaurav, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Mallick, Pradeep Kumar, editor, Meher, Preetisudha, editor, Majumder, Alak, editor, and Das, Santos Kumar, editor

Published
2020
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29. Resolution Selective 2–6-Bit Flash ADC in 45 nm Technology

Author

Hussain, Sarfraz, Kumar, Rajesh, Trivedi, Gaurav, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Mallick, Pradeep Kumar, editor, Meher, Preetisudha, editor, Majumder, Alak, editor, and Das, Santos Kumar, editor

Published
2020
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33. Delineating and sparing the ileal conduit in adjuvant radiotherapy for bladder cancer with modulated radiotherapy

Author

Goyal, Shikha, Vias, Poorva, Periasamy, Kannan, Madan, Renu, Trivedi, Gaurav, Devana, Sudheer, Prashar, Himani, and Khosla, Divya

Subjects
Bladder cancer -- Care and treatment -- Patient outcomes, Radiotherapy -- Complications and side effects -- Patient outcomes, Health
Abstract

Byline: Shikha. Goyal, Poorva. Vias, Kannan. Periasamy, Renu. Madan, Gaurav. Trivedi, Sudheer. Devana, Himani. Prashar, Divya. Khosla Purpose: We undertook a prospective planning study to describe the delineation of ileal [...]

Published
2023

36. Grid Impedance Measurement in Low-Voltage Network

Author

Trivedi, Gaurav, Sharma, Rahul, Tripathi, Awnish Kumar, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Ruediger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Martin, Ferran, Series Editor, Speidel, Joachim, Series Editor, Bera, Rabindranath, editor, Sarkar, Subir Kumar, editor, Singh, Om Prakash, editor, and Saikia, Hemanta, editor

Published
2019
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49. FEM Based Device Simulator for High Voltage Devices

Author

Ray, Ashok, Kumar, Gaurav, Bordoloi, Sushanta, Sinha, Dheeraj Kumar, Agarwal, Pratima, Trivedi, Gaurav, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Kaushik, Brajesh Kumar, editor, Dasgupta, Sudeb, editor, and Singh, Virendra, editor

Published
2017
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50. Analytical Partitioning: Improvement over FM

Author

Pawanekar, Sameer, Trivedi, Gaurav, Barbosa, Simone Diniz Junqueira, Series editor, Chen, Phoebe, Series editor, Filipe, Joaquim, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, Yuan, Junsong, Series editor, Zhou, Lizhu, Series editor, Kaushik, Brajesh Kumar, editor, Dasgupta, Sudeb, editor, and Singh, Virendra, editor

Published
2017
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