Publications

Below is a list of my publications with DOI links () to the published manuscript, as well as links to PDFs (), code (), or github () where appropriate.

You can also find my articles on Google Scholar.

Gatti AA., Stratford P., Brenneman E., & Maly M.R. "GT3X+ accelerometer placement affects the reliability of step-counts measured during running and pedal-revolution counts measured during bicycling", Journal of Sports Sciences. 2016; vol 34(12): 1168-1175

Gatti AA., Noseworthy M., Stratford P., Brenneman E., Totterman S., Tamez-Pena J., & Maly M.R. "Acute changes in knee cartilage transverse relaxation time after running and bicycling", Journal of Biomechanics. 2017; vol 53: 171-177

Brisson NM, Gatti AA, Stratford PW, Maly MR "Self-efficacy, pain, and quadriceps capacity at baseline predict changes in mobility performance over 2 years in women with knee osteoarthritis", Clinical Rheumatology. 2017; vol 37(2): 495-504

Chopp-Hurley JN, Wiebenga EG, Gatti AA, Maly MR "Investigating the test-retest reliability and validity of hand-held dynamometry for measuring knee strength in older women with knee osteoarthritis", Physiotherapy Canada. 2019; vol 71(3): 231-238

Brisson NM, Gatti AA, Maly MR "Association of Pain and Steps Per Day in Persons with Mild to Moderate, Symptomatic Knee Osteoarthritis: A Mixed-Effects Models Analysis of Multiple Measurements Over Three Years", Arthritis Care & Research. 2019; vol 72(1): 114-121

Gatti AA, Maly MR "Accuracy of estimates of cumulative load, an example using a confined cyclic activity: bicycling", International Biomechanics. 2019; vol 6(1): 66-74

Gatti AA, Stratford PW, Brisson NM, Maly MR "How to Optimize Measurement Protocols, An Example of Assessing Measurement Reliability using Generalizability Theory", Physiotherapy Canada. 2020; vol 72(2): 112-121

Esculier JF, Jarrett M, Krowchuk NM, Rauscher A, Wiggermann V, Taunton JE, Wilson D, Gatti AA, Hunt MA "Cartilage recovery in female runners with and without knee osteoarthritis: a pilot study", The Knee. 2019; vol 26(5): 1049-1057

Gatti AA, Keir PJ, Noseworthy MD, Beauchamp MK, Maly MR "Hip and Ankle Kinematics Are The Most Import Predictors Of Knee Joint Loading During Bicycling", Journal of Science and Medicine in Sport. 2020; vol 24(1): 98-104

Brenneman E, Gatti AA, Maly MR "A New Technique to Evaluate the Impact of Running on Knee Cartilage Deformation by Region", Magnetic Resonance Materials in Physics, Biology and Medicine. 2021; vol 34: 593-603

Gatti AA, Keir PJ, Noseworthy MD, Beauchamp MK, Maly MR "Equations to Prescribe Bicycle Saddle Height Based on Desired Joint Kinematics and Bicycle Geometry", European Journal of Sports Science. 2021: Online

Gatti AA*, Brisson NM*, Damm P, Duda GN, Maly MR "Association of machine learning based predictions of medial knee contact force with cartilage loss over 2.5 years in knee osteoarthritis", Arthritis & Rheumatology. 2021; vol 73(9): 1638-1645

Brenneman E, Gatti AA, Keir PJ, Maly MR "Daily Cumulative Load and Body Mass Index Alter Knee Cartilage Response to Running in Women", Gait & Posture . 2021; vol 88: 192-197

Gatti AA, Maly MR "Automatic Knee Cartilage and Bone Segmentation using Multi-Stage Convolutional Neural Networks: Data from the Osteoarthritis Initiative", Magnetic Resonance Materials in Physics, Biology and Medicine. 2021; vol 34: 859-875

Churchill IF, Gatti AA, Hylton DA, Sullivan KA, Patel YS, Leontiadis GI, Farrokhyar F, Hanna WC "An Artificial Intelligence Algorithm to Predict Nodal Metastasis in Lung Cancer", Annals of Thoracic Surgery. 2021: Online

Bulbrook B, Chopp-Hurley J, Wiebenga E, Pritchard J, Gatti AA, Keir PJ, Maly MR "Sensitivity of Muscle Architecture and Subcutaneous Fat Measurements of Rectus Femoris and Vastus Lateralis to Ultrasound Transducer Tilt Angle", Physiotherapy Canada. Accepted

Churchill IF, Sullivan KA, Simone A, Patel YS, Leontiadis GI, Farrokhyar F, Gatti AA, Hanna WC "Thoracic Imaging Radiomics for Staging Lung Cancer: A Systematic Review ad Radiomic Quality Assessment", Clinical and Translational Imaging. Accepted

Gatti AA, Keir PJ, Noseworthy MD, Maly MR "Investigating Acute Changes in Osteoarthritic Cartilage by Integrating Biomechanics and Statistical Shape Models of Bone: Data from the Osteoarthritis Initiative", Magnetic Resonance Materials in Physics, Biology and Medicine. Accepted