Jacobien H. F. Oosterhoff

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

2020 · 77 Zit. · EFORT Open Reviews

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

2021 · 74 Zit. · Journal of Orthopaedic Research®

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

2021 · 66 Zit. · Acta Orthopaedica

To warrant clinical adoption AI models require a multi-faceted implementation evaluation

2024 · 44 Zit. · npj Digital Medicine

Development and external validation of automated detection, classification, and localization of ankle fractures: inside the black box of a convolutional neural network (CNN)

2022 · 37 Zit. · European Journal of Trauma and Emergency Surgery

Artificial intelligence fracture recognition on computed tomography: review of literature and recommendations

2022 · 34 Zit. · European Journal of Trauma and Emergency Surgery

Development and internal validation of a clinical prediction model using machine learning algorithms for 90 day and 2 year mortality in femoral neck fracture patients aged 65 years or above

2022 · 31 Zit. · European Journal of Trauma and Emergency Surgery

Charting a new course in healthcare: early-stage AI algorithm registration to enhance trust and transparency

2024 · 19 Zit. · npj Digital Medicine

Systematic review of machine-learning models in orthopaedic trauma

2024 · 16 Zit. · Bone & Joint Open

Value-based Healthcare: Can Generative Artificial Intelligence and Large Language Models be a Catalyst for Value-based Healthcare?

2023 · 15 Zit. · Clinical Orthopaedics and Related Research

Deep learning for tibial plateau fracture detection and classification

2025 · 13 Zit. · The Knee

Can We Geographically Validate a Natural Language Processing Algorithm for Automated Detection of Incidental Durotomy Across Three Independent Cohorts From Two Continents?

2022 · 10 Zit. · Clinical Orthopaedics and Related Research

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

2022 · 10 Zit. · Clinical Orthopaedics and Related Research

Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty

2024 · 10 Zit. · Clinical Orthopaedics and Related Research

Deep learning in spine surgery

2021 · 9 Zit. · Seminars in Spine Surgery