Introduction to artificial intelligence in medicine
Y Mintz, R Brodie - Minimally Invasive Therapy & Allied …, 2019 - Taylor & Francis
Abstract The term Artificial Intelligence (AI) was coined by John McCarthy in 1956 during a
conference held on this subject. However, the possibility of machines being able to simulate …
conference held on this subject. However, the possibility of machines being able to simulate …
Interactive and explainable region-guided radiology report generation
The automatic generation of radiology reports has the potential to assist radiologists in the
time-consuming task of report writing. Existing methods generate the full report from image …
time-consuming task of report writing. Existing methods generate the full report from image …
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
AEW Johnson, TJ Pollard, SJ Berkowitz… - Scientific data, 2019 - nature.com
Chest radiography is an extremely powerful imaging modality, allowing for a detailed
inspection of a patient's chest, but requires specialized training for proper interpretation. With …
inspection of a patient's chest, but requires specialized training for proper interpretation. With …
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
AEW Johnson, TJ Pollard, NR Greenbaum… - arXiv preprint arXiv …, 2019 - arxiv.org
Chest radiography is an extremely powerful imaging modality, allowing for a detailed
inspection of a patient's thorax, but requiring specialized training for proper interpretation …
inspection of a patient's thorax, but requiring specialized training for proper interpretation …
Systematic review of artificial intelligence development and evaluation for MRI diagnosis of knee ligament or meniscus tears
SM Santomartino, J Kung, PH Yi - Skeletal Radiology, 2024 - Springer
Objective The purpose of this systematic review was to summarize the results of original
research studies evaluating the characteristics and performance of deep learning models for …
research studies evaluating the characteristics and performance of deep learning models for …
[HTML][HTML] Mimic-cxr-jpg-chest radiographs with structured labels
Abstract The MIMIC Chest X-ray JPG (MIMIC-CXR-JPG) Database v2. 0.0 is a large publicly
available dataset of chest radiographs in JPG format with structured labels derived from free …
available dataset of chest radiographs in JPG format with structured labels derived from free …
Evaluation of an AI-based detection software for acute findings in abdominal computed tomography scans: toward an automated work list prioritization of routine CT …
Objective The aim of this study was to test the diagnostic performance of a deep learning-
based triage system for the detection of acute findings in abdominal computed tomography …
based triage system for the detection of acute findings in abdominal computed tomography …
Generalist versus subspecialist characteristics of the US radiologist workforce
AB Rosenkrantz, W Wang, DR Hughes, R Duszak Jr - Radiology, 2018 - pubs.rsna.org
Purpose To assess subspecialty practice characteristics of the US radiologist workforce.
Materials and Methods This study used the Medicare Physician and Other Supplier Public …
Materials and Methods This study used the Medicare Physician and Other Supplier Public …
Performance and usability of code-free deep learning for chest radiograph classification, object detection, and segmentation
SM Santomartino, N Hafezi-Nejad… - Radiology: Artificial …, 2023 - pubs.rsna.org
Purpose To evaluate the performance and usability of code-free deep learning (CFDL)
platforms in creating DL models for disease classification, object detection, and …
platforms in creating DL models for disease classification, object detection, and …
Interventional radiology: past, present, and future
CR Weiss, N Hafezi-Nejad - Radiology, 2023 - pubs.rsna.org
Continuous advancements in IR in the past decade have highlighted the need for data-
driven, clinical, and experimental expansion of scientific evidence. Radiology has continued …
driven, clinical, and experimental expansion of scientific evidence. Radiology has continued …