2021 Publications

Joo PY, Borjali A, Chen AF, Muratoglu OK, Varadarajan KM. Defining and Predicting Radiographic Knee Osteoarthritis Progression: A Systematic Review of Findings from the Osteoarthritis Initiative. Knee Surgery, Sports Traumatology, Arthroscopy, 2021 (in press).

Rowell SL, Reyes CR, Hopper RH, Engh Jr CA, Muratoglu OK. Do total hip arthroplasty polyethylene liners without free radicals oxidize in vivo or ex vivo? J. Biomed. Materials Research, Dec 2021.

Manjunath V, Badhe RV; McCoy M, Rynne J, Bhatti A; Segu A, Oral E, Jacobs JJ; Chastain P, Divya Bijukumar D, Mathew M. The role of Vitamin E in hip implant related corrosion and toxicity: Initial outcome. Biomed Mater, 2021 Nov, 123:104769.

Bonde A, Varadarajan KM, Bonde M, Troelsen A, Muratoglu OK, Malchau H, Yang AD, Alam H, Sillesen M. Assessing the utility of deep neural networks in predicting postoperative surgical complications: a retrospective study. Lancet Dig. Health, Aug 2021; 3(8), e471-e485.

Merkley G, Borjali A, Zgoda M, Muratoglu OK, Latterman C, Varadarajan KM. Improved diagnosis of tibiofemoral cartilage defects on MRI images using deep learning. J. Cartilage & Joint Preservation, 1(2), June 2021.

Laaksonen I, Galea VP, Connelly JW, Matuszak SJ, Marega L, Madanat R, Muratoglu O, Malchau H. Progression of adverse local tissue reaction in ASR metal-on-metal hip arthroplasty: a longitudinal MARS-MRI study at mid- to long-term. Hip Int. 2021 May;31(3):369-377.

Galea VP, Rojanasopondist P, Matuszak SJ, Connelly JW, Ray GS, Madanat R, Muratoglu O, Malchau H. Current evidence from a worldwide, multicentre, follow-up study of the recalled Articular Surface Replacement Hip System. Hip Int. 2021 May;31(3):378-387.

Borjali A, Chen AF, Bedair HS, Melnic CM, Muratoglu OK, Morid, MA, Varadarajan KM. Comparing the performance of a deep convolutional neural network with orthopaedic surgeons on the identification of total hip prosthesis design from plain radiographs. Medical Physics, 48(3): 2327-2336, May 2021.

Tilton M, Borjali A, Isaacson A, Varadarajan KM, Manogharan GP. On structure and mechanics of biomimetic meta-biomaterials fabricated via metal additive manufacturing. Materials & Design, Volume 201, March 2021, 109498.

Vestergaard V, Colon Iban YE, Kappel A, Melnic CM, Bedair H, Huddleston JI 3rd, Bragdon CR, Malchau H, Troelsen A. Do Knee Osteoarthritis Patterns Affect Patient-Reported Outcomes in Total Knee Arthroplasty? Results From an International Multicenter Prospective Study With 3-Year Follow-Up. J Arthroplasty. 2021 Feb; 36(2):507-513.

Borjali A, Magnéli A, Shin D, Malchau H, Muratoglu OK, Varadarajan KM, Natural language processing with deep learning for medical adverse event detection from free-text medical narratives: A case study of detecting total hip replacement dislocation, Comput. Biol. Med., 129:104140, Feb. 2021.

Florissi I, Galea V, Shin D, Sauder N, Colon Iban YE, Ingelsrud LH, Troelsen A, Bragdon C, Malchau H. External Validation of Achieving the Patient Acceptable Symptom State for the EuroQol-5 Dimension 1 Year After Total Hip Arthroplasty. J Bone Joint Surg Am. Jan 2021. 20;103(2):e5.

Katakam A, Florissi IS, Colon Iban YE, Bragdon CR, Chen AF, Melnic CM, Bedair HS. Class III Obesity Increases Risk of Failure to Achieve the 1-Year Hip Disability and Osteoarthritis Outcome Score-Physical Function Short Form Minimal Clinically Important Difference Following Total Hip Arthroplasty. J Arthroplasty. Jan 2021;36(1):187-192.

Katakam A, Melnic CM, Bragdon CR, Sauder N, Collins AK, Bedair HS. Low Body Mass Index Is a Predictor for Mortality and Increased Length of Stay Following Total Joint Arthroplasty. J Arthroplasty. Jan 2021; 36(1):72-77.

Morid MA, Borjali A, Del FiolG. A scoping review of transfer learning research on medical image analysis using ImageNet. Computers in Biology and Medicine. Jan 2021; 128, 104115.