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All papers on Google Scholar

featured · PainAttnNet

research

Transformer encoder with multiscale deep learning for pain classification using physiological signals

Frontiers in Physiology, 2023

Zhenyuan Lu, Burcu Ozek, Sagar Kamarthi

paperdata

software

PainAttnNet2023

A transformer encoder with multiscale deep learning for signal classification.

  • Python
  • PyTorch
  • Transformers
  • deep learning

codeblog

software

  1. Waycine2026

    Turns a list of stops into an animated map video of a trip, tour or race season.

    • TypeScript
    • Preact
    • Node.js

    codeapp

  2. HayBeat2025

    A lightweight Android habit tracker, built to push my own limits.

    • Kotlin
    • Android

    code

  3. pyKCN2024

    A Python tool for analyzing keyword co-occurrence in literature reviews.

    • Python

    codearXiv

  4. hierAlytics2019

    An easy-to-use web app for exploring and analyzing data along a hierarchical tree.

    • Python
    • R
    • Shiny
    • d3.js

  5. MealthUp2017

    A health consultant and personalized meal planner, built with machine learning.

    • Python
    • MySQL
    • machine learning
    • HTML
    • CSS

talks

  1. Introduction to Self-supervised Learning

    School of Medicine, University of Washington, Seattle

    notes

  2. Data Visualization In A Nutshell

    Snell Library, Northeastern University, Boston

    notes

  3. Application of Artificial Intelligence in Healthcare

    Tufts University, Boston

    notes