The augmented radiologist: artificial intelligence in the practice of radiology
E Sorantin, MG Grasser, A Hemmelmayr… - Pediatric …, 2021 - Springer
In medicine, particularly in radiology, there are great expectations in artificial intelligence
(AI), which can “see” more than human radiologists in regard to, for example, tumor size …
(AI), which can “see” more than human radiologists in regard to, for example, tumor size …
Current and emerging artificial intelligence applications for pediatric musculoskeletal radiology
AC Offiah - Pediatric radiology, 2022 - Springer
Artificial intelligence (AI) is playing an ever-increasing role in radiology (more so in the adult
world than in pediatrics), to the extent that there are unfounded fears it will completely take …
world than in pediatrics), to the extent that there are unfounded fears it will completely take …
Toward generalizability in the deployment of artificial intelligence in radiology: role of computation stress testing to overcome underspecification
T Eche, LH Schwartz, FZ Mokrane… - Radiology: Artificial …, 2021 - pubs.rsna.org
The clinical deployment of artificial intelligence (AI) applications in medical imaging is
perhaps the greatest challenge facing radiology in the next decade. One of the main …
perhaps the greatest challenge facing radiology in the next decade. One of the main …
Deep learning phenotype automation and cohort analyses of 1,946 knees using the coronal plane alignment of the knee classification
JR Steele, SJ Jang, ZR Brilliant, DJ Mayman… - The Journal of …, 2023 - Elsevier
Abstract Background The Coronal Plane Alignment of the Knee (CPAK) classification allows
for knee phenotyping which can be used in preoperative planning prior to total knee …
for knee phenotyping which can be used in preoperative planning prior to total knee …
Improved productivity using deep learning–assisted reporting for lumbar spine MRI
Background Lumbar spine MRI studies are widely used for back pain assessment.
Interpretation involves grading lumbar spinal stenosis, which is repetitive and time …
Interpretation involves grading lumbar spinal stenosis, which is repetitive and time …
Fully automated deep learning for knee alignment assessment in lower extremity radiographs: a cross-sectional diagnostic study
S Simon, GM Schwarz, A Aichmair, BJH Frank… - Skeletal Radiology, 2022 - Springer
Objectives Accurate assessment of knee alignment and leg length discrepancy is currently
measured manually from standing long-leg radiographs (LLR), a process that is both time …
measured manually from standing long-leg radiographs (LLR), a process that is both time …
Automated analysis of alignment in long-leg radiographs by using a fully automated support system based on artificial intelligence
Purpose To develop and validate a deep learning–based method for automatic quantitative
analysis of lower-extremity alignment. Materials and Methods In this retrospective study …
analysis of lower-extremity alignment. Materials and Methods In this retrospective study …
A deep-learning model for identifying fresh vertebral compression fractures on digital radiography
W Chen, X Liu, K Li, Y Luo, S Bai, J Wu, W Chen… - European …, 2022 - Springer
Objectives To develop a deep-learning (DL) model for identifying fresh VCFs from digital
radiography (DR), with magnetic resonance imaging (MRI) as the reference standard …
radiography (DR), with magnetic resonance imaging (MRI) as the reference standard …
A deep learning approach for fully automated measurements of lower extremity alignment in radiographic images
During clinical evaluation of patients and planning orthopedic treatments, the periodic
assessment of lower limb alignment is critical. Currently, physicians use physical tools and …
assessment of lower limb alignment is critical. Currently, physicians use physical tools and …
A practical guide to the development and deployment of deep learning models for the Orthopedic surgeon: part I
JF Oeding, RJ Williams, BU Nwachukwu… - Knee Surgery, Sports …, 2023 - Springer
Deep learning has a profound impact on daily life. As Orthopedics makes use of this rapid
escalation in technology, Orthopedic surgeons will need to take leadership roles on deep …
escalation in technology, Orthopedic surgeons will need to take leadership roles on deep …