Understanding the Mechanisms of Deep Transfer Learning for Medical Images
Ravishankar, Hariharan, Sudhakar, Prasad, Venkataramani, Rahul, Thiruvenkadam, Sheshadri, Annangi, Pavan, Babu, Narayanan, Vaidya, Vivek
Published in Deep Learning and Data Labeling for Medical Applications
Published in Deep Learning and Data Labeling for Medical Applications
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Book Chapter
Towards Continuous Domain Adaptation For Medical Imaging
Venkataramani, Rahul, Ravishankar, Hariharan, Anamandra, Saihareesh
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty
Ravishankar, Hariharan, Patil, Rohan, Anand, Deepa, Singhal, Vanika, Agrawal, Utkarsh, Venkataramani, Rahul, Sudhakar, Prasad
Published in Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
Published in Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
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Book Chapter
Synthetic Simplicity: Unveiling Bias in Medical Data Augmentation
Babu, Krishan Agyakari Raja, Sathish, Rachana, Pattanaik, Mrunal, Venkataramani, Rahul
Year of Publication 31.07.2024
Year of Publication 31.07.2024
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Journal Article
Task-driven Prompt Evolution for Foundation Models
Sathish, Rachana, Venkataramani, Rahul, Shriram, K S, Sudhakar, Prasad
Year of Publication 26.10.2023
Year of Publication 26.10.2023
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Journal Article
Systems and methods for predicting outcomes using raw data
Shanbhag, Dattesh Dayanand, Venkataramani, Rahul, Ravishankar, Hariharan
Year of Publication 14.03.2023
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Year of Publication 14.03.2023
Patent