publications

Publications in reverse chronological order.

A more up-to-date list can be found on Google Scholar.

2023

  1. GaNDLF: the generally nuanced deep learning framework for scalable end-to-end clinical workflows
    Sarthak Pati, Siddhesh P Thakur, İbrahim Ethem Hamamcı, and 8 more authors
    Communications Engineering, 2023
  2. GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction
    Hanwen Xu, Jiayou Zhang, Zhirui Wang, and 5 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
  3. Accelerating Batch Active Learning Using Continual Learning Techniques
    Arnav Das, Gantavya Bhatt, Megh Bhalerao, and 3 more authors
    arXiv preprint arXiv:2305.06408, 2023

2022

  1. Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation
    Megh Manoj Bhalerao, Anurag Singh, and Soma Biswas
    arXiv preprint arXiv:2211.11975, 2022
  2. Expert tumor annotations and radiomics for locally advanced breast cancer in DCE-MRI for ACRIN 6657/I-SPY1
    Rhea Chitalia, Sarthak Pati, Megh Bhalerao, and 8 more authors
    Scientific data, 2022

2021

  1. Improving semi-supervised domain adaptation using effective target selection and semantics
    Anurag Singh, Naren Doraiswamy, Sawa Takamuku, and 6 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021

2019

  1. Brain tumor segmentation based on 3D residual U-Net
    Megh Bhalerao, and Siddhesh Thakur
    In International MICCAI Brainlesion Workshop, 2019