Artificial intelligence in orthopaedics: false hope or not? A narrative review along the line of Gartner’s hype cycle

por Oosterhoff, Jacobien H.F., Doornberg, Job N.
Publicado 2020

Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms

por Oosterhoff, Jacobien H. F., Karhade, Aditya V., Oberai, Tarandeep, Franco-Garcia, Esteban, Doornberg, Job N., Schwab, Joseph H.
Publicado 2021

Intercontinental validation of a clinical prediction model for predicting 90-day and 2-year mortality in an Israeli cohort of 2033 patients with a femoral neck fracture aged 65 or...

por Oosterhoff, Jacobien H. F., Karhade, Aditya V., Groot, Olivier Q., Schwab, Joseph H., Heng, Marilyn, Klang, Eyal, Prat, Dan
Publicado 2023

Implications of resampling data to address the class imbalance problem (IRCIP): an evaluation of impact on performance between classification algorithms in medical data

por Welvaars, Koen, Oosterhoff, Jacobien H F, van den Bekerom, Michel P J, Doornberg, Job N, van Haarst, Ernst P
Publicado 2023

Developing a machine learning algorithm to predict the probability of aseptic loosening of the glenoid component after anatomical total shoulder arthroplasty: protocol for a retros...

por Macken, Arno Alexander, Macken, Loïc C, Oosterhoff, Jacobien H F, Boileau, Pascal, Athwal, George S, Doornberg, Job N, Lafosse, Laurent, Lafosse, Thibault, van den Bekerom, Michel P J, Buijze, Geert Alexander
Publicado 2023

Patients With Femoral Neck Fractures Are at Risk for Conversion to Arthroplasty After Internal Fixation: A Machine‐learning Algorithm

por van de Kuit, Anouk, Oosterhoff, Jacobien H. F., Dijkstra, Hidde, Sprague, Sheila, Bzovsky, Sofia, Bhandari, Mohit, Swiontkowski, Marc, Schemitsch, Emil H., IJpma, Frank F. A., Poolman, Rudolf W., Doornberg, Job N., Hendrickx, Laurent A. M.
Publicado 2022

Availability and reporting quality of external validations of machine-learning prediction models with orthopedic surgical outcomes: a systematic review

por Groot, Olivier Q, Bindels, Bas J J, Ogink, Paul T, Kapoor, Neal D, Twining, Peter K, Collins, Austin K, Bongers, Michiel E R, Lans, Amanda, Oosterhoff, Jacobien H F, Karhade, Aditya V, Verlaan, Jorrit-Jan, Schwab, Joseph H
Publicado 2021

Development of machine-learning algorithms for 90-day and one-year mortality prediction in the elderly with femoral neck fractures based on the HEALTH and FAITH trials

por Dijkstra, Hidde, Oosterhoff, Jacobien H. F., van de Kuit, Anouk, IJpma, Frank F. A., Schwab, Joseph H., Poolman, Rudolf W., Sprague, Sheila, Bzovsky, Sofia, Bhandari, Mohit, Swiontkowski, Marc, Schemitsch, Emil H., Doornberg, Job N., Hendrickx, Laurent A. M.
Publicado 2023

Machine learning prediction models in orthopedic surgery: A systematic review in transparent reporting

por Groot, Olivier Q., Ogink, Paul T., Lans, Amanda, Twining, Peter K., Kapoor, Neal D., DiGiovanni, William, Bindels, Bas J. J., Bongers, Michiel E. R., Oosterhoff, Jacobien H. F., Karhade, Aditya V., Oner, F. C., Verlaan, Jorrit‐Jan, Schwab, Joseph H.
Publicado 2021