Jaycee M. Kaufman

Toronto, ON, Canada

Last Updated: 09/26/2026

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Found 13 publications

Voice-based prediction of prediabetes using classical machine learning models.

Voice-based prediction of prediabetes using classical machine learning models.

Journal: Frontiers in clinical diabetes and healthcare
Published: September 02, 2025

A Machine Learning Analysis of Physiological Monitoring Signals to Detect Small Airway Narrowing Due to Cold Air Exposure in Asthma.

A Machine Learning Analysis of Physiological Monitoring Signals to Detect Small Airway Narrowing Due to Cold Air Exposure in Asthma.

Journal: IEEE journal of biomedical and health informatics
Published: June 24, 2025

Longitudinal Changes in Pitch-Related Acoustic Characteristics of the Voice Throughout the Menstrual Cycle: Observational Study.

Longitudinal Changes in Pitch-Related Acoustic Characteristics of the Voice Throughout the Menstrual Cycle: Observational Study.

Journal: JMIR formative research
Published: August 16, 2024

Hypertension Screening Using Acoustic Analysis and Machine Learning of Random Speech Samples: A Feasibility Study.

Hypertension Screening Using Acoustic Analysis and Machine Learning of Random Speech Samples: A Feasibility Study.

Journal: Digital biomarkers
Published: August 08, 2024

Optimizing Voice Sample Quantity and Recording Settings for the Prediction of Type 2 Diabetes Mellitus: Retrospective Study.

Optimizing Voice Sample Quantity and Recording Settings for the Prediction of Type 2 Diabetes Mellitus: Retrospective Study.

Journal: JMIR biomedical engineering
Published: July 15, 2024

Lysis of Escherichia coli by colicin Ib contributes to bacterial cross-feeding by releasing active β-galactosidase.

Lysis of Escherichia coli by colicin Ib contributes to bacterial cross-feeding by releasing active β-galactosidase.

Journal: The ISME journal
Published: May 07, 2024

Linear effects of glucose levels on voice fundamental frequency in type 2 diabetes and individuals with normoglycemia.

Linear effects of glucose levels on voice fundamental frequency in type 2 diabetes and individuals with normoglycemia.

Journal: Scientific reports
Published: March 11, 2024

Investigation of Deepfake Voice Detection Using Speech Pause Patterns: Algorithm Development and Validation.

Investigation of Deepfake Voice Detection Using Speech Pause Patterns: Algorithm Development and Validation.

Journal: JMIR biomedical engineering
Published: January 16, 2024

Impact of Audio Data Compression on Feature Extraction for Vocal Biomarker Detection: Validation Study.

Impact of Audio Data Compression on Feature Extraction for Vocal Biomarker Detection: Validation Study.

Journal: JMIR biomedical engineering
Published: January 10, 2024

Acoustic Analysis and Prediction of Type 2 Diabetes Mellitus Using Smartphone-Recorded Voice Segments.

Acoustic Analysis and Prediction of Type 2 Diabetes Mellitus Using Smartphone-Recorded Voice Segments.

Journal: Mayo Clinic proceedings. Digital health
Published: October 17, 2023

A Radar-Based Opioid Overdose Detection Device for Public Restrooms: Design, Development, and Evaluation Study.

A Radar-Based Opioid Overdose Detection Device for Public Restrooms: Design, Development, and Evaluation Study.

Journal: JMIR biomedical engineering
Published: August 11, 2023

Screening for Impaired Glucose Homeostasis: A Novel Metric of Glycemic Control.

Screening for Impaired Glucose Homeostasis: A Novel Metric of Glycemic Control.

Journal: Mayo Clinic proceedings. Digital health
Published: May 24, 2023
Showing 1-12 of 13

Last Updated: 09/26/2026