Joseph H. Schwab

Tackling prediction uncertainty in machine learning for healthcare

2022 · 101 Zit. · Nature Biomedical Engineering

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

2021 · 73 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

CORR Synthesis: When Should We Be Skeptical of Clinical Prediction Models?

2020 · 28 Zit. · Clinical Orthopaedics and Related Research

SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care

2020 · 24 Zit. · The Spine Journal

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

2020 · 23 Zit. · Acta Oncologica

Quality assessment of machine learning models for diagnostic imaging in orthopaedics: A systematic review

2022 · 17 Zit. · Artificial Intelligence in Medicine

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

AOA Critical Issues Symposium: Shaping the Impact of Artificial Intelligence within Orthopaedic Surgery

2023 · 10 Zit. · Journal of Bone and Joint Surgery

Deep learning in spine surgery

2021 · 9 Zit. · Seminars in Spine Surgery