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rashwinr/README.md

Hi there, I'm Ashwin Rajkumar 👋

I'm a post-doctoral researcher passionate about leveraging data science and deep learning to advance healthcare systems. Currently, I'm exploring the applications of AI in digital health and imaging at the Medical Image Group, Computational Data Sciences, Indian Institute of Science (IISc), Bangalore. I hold a Ph.D. in Mechanical Engineering from New York University (NYU).

Projects

  • Implemented deep learning models for explainability of AI in classification tasks

Incoming Biopsy Needle Segmentation

  • Implemented deep learning models for accurate biopsy needle segmentation in ultrasound images with a focus on model explainability

Incoming Semantic Segmentation of Brain Tumor using Deep Learning

  • Developed deep learning models for accurate brain tumor segmentation in medical images achieved dice score>=0.8 in BraTS 2017 dataset

More info!

                                     

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  1. Patient-data-processing Patient-data-processing Public

    This repository provides tools to streamline the preparation of healthcare imaging datasets for ML applications. It includes routines for pre-processing tasks and facilitates patient-level data spl…

    Python

  2. WISE WISE Public archive

    We are creating a wearable jacket for arm rehabilitation of stroke patients.

    MATLAB 7 9