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49 followers · 23 following
  • Insilico Medicine Taiwan
  • Taipei, Taiwan
  • 01:47 (UTC +08:00)

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Achievements

Achievement: Pull Sharkx2Achievement: Starstruckx2Achievement: Arctic Code Vault Contributor
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pykao/README.md

Hi there, I'm Po-Yu 👋

  • 🚀 I’m currently working on applying machine learning and deep learning methods on drug discovery.
  • 💻 I'm a principal scientist in the AI and Informatics Group at Insilico Medicine
  • 🎓 I hold a Ph.D. degree in Electrical and Computer Engineering at the University of California, Santa Barbara
  • 📰 Google Scholar
  • 📬 How to reach me: LinkedIn|E-Mail

Po-Yu's GitHub stats

Pinned

  1. Modified-3D-UNet-Pytorch Modified-3D-UNet-Pytorch Public

    This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

    Python 215 52

  2. BraTS2018-tumor-segmentation BraTS2018-tumor-segmentation Public

    We provide DeepMedic and 3D UNet in pytorch for brain tumore segmentation. We also integrate location information with DeepMedic and 3D UNet by adding additional brain parcellation with original MR…

    Python 103 23

  3. QuantumMolGAN-PyTorch QuantumMolGAN-PyTorch Public

    This repository contains the source code of Exploring the Advantages of Quantum Generative Adversarial Networks in Generative Chemistry

    Python 21 12

  4. BraTS2018-survival-prediction BraTS2018-survival-prediction Public

    We provide a method to extract the tractographic features from structural MR images for patients with brain tumor

    Python 10 1

  5. ISLES2017-mRS-prediction ISLES2017-mRS-prediction Public

    This repository extracts the tractograpic feature, other first-order features and the state-of-the-art feature from the stroke lesion. A random forest regressor is used with one type of feature to …

    Python 2 1

  6. ABCD-MICCAI2019 ABCD-MICCAI2019 Public

    This repository contains the source code of UCSBVRL who participating in the ABCD MICCAI 2019 Challenge.

    Python 1 1