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miltoncandela/README.md

Hi there 👋

Welcome to my GitHub profile!
I work on projects at the intersection of biomedical engineering, AI, and neuroscience.
Below you’ll find my research projects (with links to both code and papers), as well as other publications.

🧠 EEG & Brain-Computer Interfaces

  • ALAS-project

    • 📑 2021 — Evaluation of a Fast Test Based on Biometric Signals to Assess Mental Fatigue at the Workplace ... — Paper
    • 🎤 2021 — Advanced Learner Assistance System's (ALAS) recent results — Paper
    • 🎤 2021 — Real-time Biofeedback System for Interactive Learning using Wearables and IoT — Paper
    • 📝 2024, 2023, 2021, 2021 — U21 HSG Annual Meeting, 19th IEEE-EMBS BSN, BRAIN Annual Meeting, 43rd IEEE-EMBC

  • STEM-talent-detection

    • 📑 2025 — Neural Signatures of STEM Learning and Interest in Youth — Paper
    • 🎤 2021 — Detecting Change in Engineering Interest in Children through Machine Learning using Biometric Signals — Paper
    • 📝 2024, (2023, 2022), 2021 — U21 HSG Annual Meeting, BRAIN Annual Meeting, 43rd IEEE-EMBC

  • neurohumanities-lab

    • 📑 2024 — Real-time EEG-based Emotion Recognition for Neurohumanities: Perspectives from Principal Component ... — Paper
    • 📝 2025, 2024, 2023 — IINAA, U21 HSG Annual Meeting, BRAIN Annual Meeting

  • chess-cognitive-load

    • 🎤 2025 — Task Resolution Time Estimation through Cognitive Load: An EEG Study of Chess Players — Paper
    • 📝 2025 — SACNAS NDiSTEM

  • closed-attention-BCI

    • 🎤 2025 — Closed-Loop Haptic Neurofeedback BCI for Real-Time Student Attention Regulation — Paper

🖥️ MRI & Neuroimaging

  • fetal-subplate-prediction
    • 📑 2025 — Typical Development of the Human Fetal Subplate: Regional Heterogeneity, Growth, and Asymmetry ... — Paper
    • 📝 2025, 2024 — 31st OHBM, FNNDSC Research Symposium

🏃 Biomechanics & Movement Science

  • rnn-force-prediction
    • 📑 2022 — Multi-Output Sequential Deep Learning Model for Athlete Force Prediction on a Treadmill using ... — Paper
    • 🎤 2023 — Biomechanics Digital Twin: Markerless Joint Acceleration Prediction Using Machine Learning and .... — Paper
    • 📝 (2023, 2022, 2021) — BRAIN Annual Meeting

📄 Other Articles

  • 📘 2025 — Workplace Measures of Mental Fatigue — Chapter
  • 🎤 2025 — Innovative Spaces with Advanced Technologies such as Research Activity Simulators for Engineering Education — Paper
  • 📑 2024 — Human-Vehicle Interfaces: A Review for Autonomous Electric Vehicles — Paper
  • 🎤 2024 — Conscious Technologies Projects as a Hub for Real Life Challenges in Engineering Education — Paper
  • 📘 2022 — Current and Future Biometrics: Technology and Applications — Chapter

Pinned Loading

  1. ALAS-project ALAS-project Public

    Code and data for "Advanced Learner Assistance System's (ALAS) recent results" (IEEE, 2021) & "Real-time Dual-feature Mental Fatigue State SVM Classification using EEG Delta Bandpower" (BSN, 2023)

    Python

  2. rnn-force-prediction rnn-force-prediction Public

    Code and data for "Multi-Output Sequential Deep Learning Model for Athlete Force Prediction on a Treadmill Using 3D Markers" (Applied Sciences, 2022) & "Biomechanics Digital Twin: Markerless Joint …

    Python 1

  3. real-time-biofeedback real-time-biofeedback Public

    Code and data for "Real-time Biofeedback System for Interactive Learning using Wearables and IoT" (IEOM, 2021)

    HTML

  4. neurohumanities-lab neurohumanities-lab Public

    Code and data for "Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities" (Frontiers in Human Neuroscience, 2024)

    Jupyter Notebook 5

  5. STEM-talent-detection STEM-talent-detection Public

    Code and data for "Neural Signatures of STEM Learning and Interest in Youth" (Acta Psychologica, 2025) & "Detecting Change in Engineering Interest in Children through Machine Learning using Biometr…

    Python

  6. closed-attention-BCI closed-attention-BCI Public

    Code and data for "Closed-Loop Haptic Neurofeedback BCI for Real-Time Student Attention Regulation" (CNIB, 2025)

    Python