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ORCIDViraj Kulkarni
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Journal Articles
- 2023
[j3]Viraj Kulkarni
, Sanjesh Pawale, Amit Kharat:
A classical-quantum convolutional neural network for detecting pneumonia from chest radiographs. Neural Comput. Appl. 35(21): 15503-15510 (2023)- 2022
- [j2]Pranav Ajmera, Amit Kharat, Jitesh Seth, Snehal Rathi, Richa Pant, Manish Gawali, Viraj Kulkarni, Ragamayi Maramraju, Isha Kedia, Rajesh Botchu, Sanjay Khaladkar:
A deep learning approach for automated diagnosis of pulmonary embolism on computed tomographic pulmonary angiography. BMC Medical Imaging 22(1): 195 (2022) - 2021
- [j1]Viraj Kulkarni, Milind Kulkarni, Aniruddha Pant:
Quantum computing methods for supervised learning. Quantum Mach. Intell. 3(2): 1-14 (2021)
Conference and Workshop Papers
- 2021
- [c2]Rohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat:
Automated Detection of COVID-19 from CT Scans using Convolutional Neural Networks. ICPRAM 2021: 565-570 - [c1]Manish Gawali, C. S. Arvind, Shriya Suryavanshi, Harshit Madaan, Ashrika Gaikwad, K. N. Bhanu Prakash, Viraj Kulkarni, Aniruddha Pant:
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare. MIUA 2021: 457-471
Informal and Other Publications
- 2022
- [i14]Viraj Kulkarni, Sanjesh Pawale, Amit Kharat:
A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs. CoRR abs/2202.10452 (2022) - [i13]Amartya Bhattacharya, Manish Gawali, Jitesh Seth, Viraj Kulkarni:
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model. CoRR abs/2204.10505 (2022) - 2021
- [i12]Tanveer Gupte, Mrunmai Niljikar, Manish Gawali, Viraj Kulkarni, Amit Kharat, Aniruddha Pant:
Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly. CoRR abs/2101.07606 (2021) - [i11]Abhishek Shivdeo, Rohit Lokwani, Viraj Kulkarni, Amit Kharat, Aniruddha Pant:
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans. CoRR abs/2101.07612 (2021) - [i10]Viraj Kulkarni, Manish Gawali, Amit Kharat:
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice. CoRR abs/2102.01979 (2021) - [i9]Jitesh Seth, Rohit Lokwani, Viraj Kulkarni, Aniruddha Pant, Amit Kharat:
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations. CoRR abs/2102.12764 (2021) - [i8]Harshit Madaan, Manish Gawali, Viraj Kulkarni, Aniruddha Pant:
Vulnerability Due to Training Order in Split Learning. CoRR abs/2103.14291 (2021) - [i7]Suraj Ghuwalewala, Viraj Kulkarni, Richa Pant, Amit Kharat:
Levels of Autonomous Radiology. CoRR abs/2112.07286 (2021) - 2020
- [i6]Viraj Kulkarni, Milind Kulkarni, Aniruddha Pant:
Survey of Personalization Techniques for Federated Learning. CoRR abs/2003.08673 (2020) - [i5]Sudeep Kondal, Viraj Kulkarni, Ashrika Gaikwad, Amit Kharat, Aniruddha Pant:
Automatic Grading of Knee Osteoarthritis on the Kellgren-Lawrence Scale from Radiographs Using Convolutional Neural Networks. CoRR abs/2004.08572 (2020) - [i4]Viraj Kulkarni, Milind Kulkarni, Aniruddha Pant:
Quantum Computing Methods for Supervised Learning. CoRR abs/2006.12025 (2020) - [i3]Rohit Lokwani, Ashrika Gaikwad, Viraj Kulkarni, Aniruddha Pant, Amit Kharat:
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks. CoRR abs/2006.13212 (2020) - [i2]Amit Kharat, Vinay A. Duddalwar, Krishna Saoji, Ashrika Gaikwad, Viraj Kulkarni, Gunjan Naik, Rohit Lokwani, Swaraj Kasliwal, Sudeep Kondal, Tanveer Gupte, Aniruddha Pant:
Role of Edge Device and Cloud Machine Learning in Point-of-Care Solutions Using Imaging Diagnostics for Population Screening. CoRR abs/2006.13808 (2020) - [i1]Manish Gawali, C. S. Arvind, Shriya Suryavanshi, Harshit Madaan, Ashrika Gaikwad, K. N. Bhanu Prakash, Viraj Kulkarni, Aniruddha Pant:
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare. CoRR abs/2012.12591 (2020)
Coauthor Index
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