build

All papers on Google Scholar

featured research

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

Frontiers in Physiology, 2023

Zhenyuan Lu, Burcu Ozek, Sagar Kamarthi

paperdata

featured 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

index

  1. 20171 work
  2. 2018none
  3. 20191 work
  4. 2020none
  5. 20211 work
  6. 20221 work
  7. 20233 works
  8. 20241 work
  9. 20251 work
  10. 20261 work
yeartitlekindwhere
2026WaycinesoftwareTypeScript, Preact, Node.js
2025HayBeatsoftwareKotlin, Android
2024pyKCNsoftwarePython
2023Transformer encoder with multiscale deep learning for pain classification using physiological signalspaperFrontiers in Physiology
2023PainAttnNetsoftwarePython, PyTorch, Transformers
2023Introduction to Self-supervised LearningtalkSchool of Medicine, University of Washington, Seattle
2022Data Visualization In A NutshelltalkSnell Library, Northeastern University, Boston
2021Application of Artificial Intelligence in HealthcaretalkTufts University, Boston
2019hierAlyticssoftwarePython, R, Shiny
2017MealthUpsoftwarePython, MySQL, machine learning