Olivier Q. Groot

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

2021 · 70 Zit. · Journal of Orthopaedic Research®

Wide range of applications for machine-learning prediction models in orthopedic surgical outcome: a systematic review

2021 · 67 Zit. · Acta Orthopaedica

Natural language processing for automated detection of incidental durotomy

2019 · 65 Zit. · The Spine Journal

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

2021 · 64 Zit. · Acta Orthopaedica

Can natural language processing provide accurate, automated reporting of wound infection requiring reoperation after lumbar discectomy?

2020 · 54 Zit. · The Spine Journal

Does Artificial Intelligence Outperform Natural Intelligence in Interpreting Musculoskeletal Radiological Studies? A Systematic Review

2020 · 43 Zit. · Clinical Orthopaedics and Related Research

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

2022 · 33 Zit. · European Journal of Trauma and Emergency Surgery

Natural language processing for automated quantification of bone metastases reported in free-text bone scintigraphy reports

2020 · 23 Zit. · Acta Oncologica

Systematic review of machine-learning models in orthopaedic trauma

2024 · 14 Zit. · Bone & Joint Open

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

Machine learning driven tools in orthopaedics and spine surgery: Hype or reality? Applications and perception of 31 physician opinions

2021 · 6 Zit. · Seminars in Spine Surgery

External validation of a machine learning prediction model for massive blood loss during surgery for spinal metastases: a multi-institutional study using 880 patients

2025 · 6 Zit. · The Spine Journal

Artificial Intelligence in bone Metastases: A systematic review in guideline adherence of 92 studies

2025 · 4 Zit. · Journal of bone oncology

Natural language processing and its role in spine surgery: A narrative review of potentials and challenges

2021 · 4 Zit. · Seminars in Spine Surgery

82. Poor reporting of methods and performance measures by machine learning studies in orthopedic surgery: A systematic review

2021 · 1 Zit. · The Spine Journal