Job N. Doornberg

What Are the Applications and Limitations of Artificial Intelligence for Fracture Detection and Classification in Orthopaedic Trauma Imaging? A Systematic Review

2019 · 190 Zit. · Clinical Orthopaedics and Related Research

Presenting artificial intelligence, deep learning, and machine learning studies to clinicians and healthcare stakeholders: an introductory reference with a guideline and a Clinical AI Research (CAIR) checklist proposal

2021 · 130 Zit. · Acta Orthopaedica

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

Is Deep Learning On Par with Human Observers for Detection of Radiographically Visible and Occult Fractures of the Scaphoid?

2020 · 77 Zit. · Clinical Orthopaedics and Related Research

An increasing number of convolutional neural networks for fracture recognition and classification in orthopaedics

2021 · 45 Zit. · Bone & Joint Open

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

A Machine Learning Algorithm to Estimate the Probability of a True Scaphoid Fracture After Wrist Trauma

2022 · 32 Zit. · The Journal Of Hand 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

CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification

2022 · 25 Zit. · IEEE Journal of Biomedical and Health Informatics

Artificial intelligence and computer vision in orthopaedic trauma

2022 · 18 Zit. · The Bone & Joint Journal

Systematic review of machine-learning models in orthopaedic trauma

2024 · 16 Zit. · Bone & Joint Open

Diagnosis of Suspected Scaphoid Fractures

2021 · 16 Zit. · JBJS Reviews

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