Co-authored publications with mentees

Postdoc mentee

• Domain-Aware Interpretable Machine Learning Model for Predicting Postoperative Hospital Length of Stay from Perioperative Data: A Retrospective Observational Cohort Study.

  Bioengineering (Basel, Switzerland) · 2026

  RBRichard BoyerIHIqram HussainJSJoseph Scarpa

  PMID: 41749687·PMCID: PMC12938465·DOI·Abstract

  With Iqram Hussain · Postdoc mentee

• Development and validation of a multi-modal contactless sensing system for surgical risk analysis in a real-world environment.

  PLOS digital health · 2025

  RBRichard BoyerIHIqram HussainJSJoseph ScarpaAKAakash KeswaniARAndrew Robert Milewski+1 more →

  PMID: 41231841·PMCID: PMC12614517·DOI·Abstract

  With Iqram Hussain · Postdoc mentee

• Interpretable framework for predicting preoperative cardiorespiratory fitness using wearable data.

  Computer methods and programs in biomedicine · 2025

  RBRichard BoyerIHIqram HussainMCM. Cary ReidSCSara CzajaKOKane Owen Pryor

  PMID: 40716358·PMCID: PMC13249102·DOI·3 citations·Abstract

  With Iqram Hussain · Postdoc mentee

• Next generation performance status: digital health technologies across the lung cancer continuum.

  Frontiers in digital health · 2025

  RBRichard BoyerIHIqram HussainJSJulia ScarpaACAlex ChengJVJonathan Villena-Vargas

  PMID: 40709320·PMCID: PMC12287114·DOI·3 citations·Abstract

  With Iqram Hussain · Postdoc mentee

• An Explainable EEG-Based Human Activity Recognition Model Using Machine-Learning Approach and LIME.

  Sensors (Basel, Switzerland) · 2023

  RBRichard BoyerIHIqram Hussain

  PMID: 37687908·PMCID: PMC10490625·DOI·75 citations·Abstract

  With Iqram Hussain · Postdoc mentee