Juha Töyräs

Research interests

Publications

• The Influence of Wearables on Health Care Outcomes in Chronic Disease: Systematic Review

  Journal of Medical Internet Research · 2022 · https://doi.org/10.2196/36690

• Deep learning enables sleep staging from photoplethysmogram for patients with suspected sleep apnea

  SLEEP · 2020 · https://doi.org/10.1093/sleep/zsaa098

• Accurate Deep Learning-Based Sleep Staging in a Clinical Population with Suspected Obstructive Sleep Apnea

  IEEE Journal of Biomedical and Health Informatics · 2019 · https://doi.org/10.1109/jbhi.2019.2951346

• Novel parameters indicate significant differences in severity of obstructive sleep apnea with patients having similar apnea–hypopnea index

  Medical & Biological Engineering & Computing · 2013 · https://doi.org/10.1007/s11517-013-1039-4

• Collagen network primarily controls Poisson's ratio of bovine articular cartilage in compression

  Journal of Orthopaedic Research® · 2006 · https://doi.org/10.1002/jor.20107

• Proteoglycan and collagen sensitive MRI evaluation of normal and degenerated articular cartilage

  Journal of Orthopaedic Research® · 2003 · https://doi.org/10.1016/j.orthres.2003.09.008

• Biomechanical properties of knee articular cartilage

  Biorheology · 2003 · https://doi.org/10.1177/0006355x2003040001003020

• Prediction of biomechanical properties of articular cartilage with quantitative magnetic resonance imaging

  Journal of Biomechanics · 2003 · https://doi.org/10.1016/s0021-9290(03)00291-4

• Structure-Function Relationships in Enzymatically Modified Articular Cartilage

  Cells Tissues Organs · 2003 · https://doi.org/10.1159/000074628

• Fibril reinforced poroelastic model predicts specifically mechanical behavior of normal, proteoglycan depleted and collagen degraded articular cartilage

  Journal of Biomechanics · 2003 · https://doi.org/10.1016/s0021-9290(03)00069-1

• Comparison of the equilibrium response of articular cartilage in unconfined compression, confined compression and indentation

  Journal of Biomechanics · 2002 · https://doi.org/10.1016/s0021-9290(02)00052-0

• Spatial assessment of articular cartilage proteoglycans with Gd‐DTPA‐enhanced T1 imaging

  Magnetic Resonance in Medicine · 2002 · https://doi.org/10.1002/mrm.10273

• Estimation of the Young's modulus of articular cartilage using an arthroscopic indentation instrument and ultrasonic measurement of tissue thickness

  Journal of Biomechanics · 2001 · https://doi.org/10.1016/s0021-9290(00)00189-5

• T 2 relaxation reveals spatial collagen architecture in articular cartilage: A comparative quantitative MRI and polarized light microscopic study

  Magnetic Resonance in Medicine · 2001 · https://doi.org/10.1002/mrm.1218

• Characterization of enzymatically induced degradation of articular cartilage using high frequency ultrasound

  Physics in Medicine and Biology · 1999 · https://doi.org/10.1088/0031-9155/44/11/303

Current projects

No projects listed.