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Researching privacy-first approaches to ML
💡
Researching privacy-first approaches to ML
39 followers · 30 following

Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx4Achievement: Galaxy Brainx2Achievement: QuickdrawAchievement: Starstruckx2Achievement: YOLOAchievement: Arctic Code Vault Contributor
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Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx4Achievement: Galaxy Brainx2Achievement: QuickdrawAchievement: Starstruckx2Achievement: YOLOAchievement: Arctic Code Vault Contributor
BetaSend feedback

Highlights

  • Pro

Organizations

@FeTS-AI
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sarthakpati/README.md

Current Role

Software Architect & AI Researcher at Indiana University's Division of Computational Pathology, and Technical Lead at the Medical Working Group of MLCommons working on designing solutions for privacy-focussed AI in Healthcare.

I believe open software fosters better science, and thus have been involved in multiple open-source projects and their associated research studies, including the Federated Tumor Segmentation (FeTS) platform and the Cancer Imaging Phenomics Toolkit (CaPTk). I am currently focusing my efforts on the following:

Interests

  • Applying concepts of AI (with a focus on privacy) to solve problems in healthcare
  • Committed to doing reproducible and deployable research
    • Firm believer of the saying a weak algorithm that is well written & integrated is better than a strong algorithm that isn't
  • Advocating for F.A.I.R. in research
  • Helping people choose the correct career path

How to reach me

patis [at] iu.edu

Pinned

  1. mlcommons/GaNDLF mlcommons/GaNDLF Public

    A generalizable application framework for segmentation, regression, and classification using PyTorch

    Python 139 72

  2. FeTS-AI/Front-End FeTS-AI/Front-End Public

    Federated Learning based Deep Learning. Docs: https://fets-ai.github.io/Front-End/

    C++ 76 15

  3. FeTS-AI/Challenge FeTS-AI/Challenge Public

    The repo for the FeTS Challenge

    Python 46 25

  4. CBICA/FigureGenerator CBICA/FigureGenerator Public

    This helps creating high quality figures for use in manuscripts and presentations.

    Python 10 2

  5. CBICA/CaPTk CBICA/CaPTk Public

    Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk

    C++ 169 63

  6. CBICA/Tutorials CBICA/Tutorials Public

    Here, we will be showcasing our seminar series “CPP for Image Processing and Machine Learning” including presentations and code examples. There are image processing and machine learning libraries o…

    C++ 54 27