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jaygshah/README.md

Jay Shah 🍵 🌵 🥋

I am a Ph.D. student at Arizona State University, working at the cross-section of Deep Learning and Medical Imaging.

I also host a podcast on YouTube where I talk with young CS engineers exploring different applications of Machine Learning in industry & academia and their insights on getting started with it.

[Apple Podcasts] -|- [Spotify] -|- [Google Podcasts] -|- [Overcast] -|- [Amazon Music]

Feel free to visit my 🏡 homepage with a list of academic & extracurricular activities I am proud of: https://www.public.asu.edu/~jgshah1/

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  1. Robust-Brain-Age-Prediction Robust-Brain-Age-Prediction Public

    [WACV 2024] Official PyTorch implementation of: Ordinal Classification with Distance Regularization for Robust Brain Age Prediction

    Python 19 2

  2. RIED-Net RIED-Net Public

    Official PyTorch implementation of Deep Residual Inception Encoder-Decoder Network for Amyloid PET Harmonization

    Python 6 1

  3. mahfuzmohammad/Brainomaly mahfuzmohammad/Brainomaly Public

    [WACV 2024] Official PyTorch implementation of Brainomaly

    Python 13 3

  4. Binary-Neural-Networks Binary-Neural-Networks Public

    Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.

    Python 76 15

  5. Medical-Image-Registration-and-Pre-Processing Medical-Image-Registration-and-Pre-Processing Public

    Register images to MNI152 Template and perform pre-processing

    Python 15 2

  6. LDM-RR LDM-RR Public

    Enhancing Amyloid PET Quantification: MRI-Guided Super-Resolution Using Latent Diffusion Models

    Python 5 1