Artificial intelligence in orthopedic surgery: evolution, current state and future directions

AP Kurmis, JR Ianunzio - Arthroplasty, 2022 - Springer
Technological advances continue to evolve at a breath-taking pace. Computer-navigation,
robot-assistance and three-dimensional digital planning have become commonplace in …

Natural language processing in surgery: a systematic review and meta-analysis

JA Mellia, MN Basta, Y Toyoda, S Othman… - Annals of …, 2021 - journals.lww.com
Objective: The aim of this study was to systematically assess the application and potential
benefits of natural language processing (NLP) in surgical outcomes research. Summary …

Machine learning and artificial intelligence in research and healthcare

L Rubinger, A Gazendam, S Ekhtiari, M Bhandari - Injury, 2023 - Elsevier
Artificial intelligence (AI) is a broad term referring to the application of computational
algorithms that can analyze large data sets to classify, predict, or gain useful conclusions …

Feature extraction and analysis of natural language processing for deep learning English language

D Wang, J Su, H Yu - IEEE Access, 2020 - ieeexplore.ieee.org
NLP (Natural Language Processing) is a technology that enables computers to understand
human languages. Deep-level grammatical and semantic analysis usually uses words as …

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

JHF Oosterhoff, JN Doornberg - EFORT open reviews, 2020 - eor.bioscientifica.com
Artificial Intelligence (AI) in general, and Machine Learning (ML)-based applications in
particular, have the potential to change the scope of healthcare, including orthopaedic …

Applying deep learning to establish a total hip arthroplasty radiography registry: a stepwise approach

P Rouzrokh, B Khosravi, QJ Johnson, S Faghani… - JBJS, 2022 - journals.lww.com
Background: Establishing imaging registries for large patient cohorts is challenging because
manual labeling is tedious and relying solely on DICOM (digital imaging and …

Recommended practices and ethical considerations for natural language processing‐assisted observational research: a scoping review

S Fu, L Wang, S Moon, N Zong, H He… - Clinical and …, 2023 - Wiley Online Library
An increasing number of studies have reported using natural language processing (NLP) to
assist observational research by extracting clinical information from electronic health records …

Natural language processing: using artificial intelligence to understand human language in orthopedics

JA Pruneski, A Pareek, BU Nwachukwu… - Knee Surgery, Sports …, 2023 - Springer
Natural language processing (NLP) describes the broad field of artificial intelligence by
which computers are trained to understand and generate human language. Within …

Natural language processing: from bedside to everywhere

E Aramaki, S Wakamiya, S Yada… - Yearbook of medical …, 2022 - thieme-connect.com
Objectives: Owing to the rapid progress of natural language processing (NLP), the role of
NLP in the medical field has radically gained considerable attention from both NLP and …

Natural language processing for automated detection of incidental durotomy

AV Karhade, MER Bongers, OQ Groot, ER Kazarian… - The Spine Journal, 2020 - Elsevier
BACKGROUND Incidental durotomy is a common intraoperative complication during spine
surgery with potential implications for postoperative recovery, patient-reported outcomes …