Artificial Intelligence for Cardiovascular Care—Part 1: Advances: JACC Review Topic of the Week
P Elias, SS Jain, T Poterucha, M Randazzo… - Journal of the American …, 2024 - jacc.org
Recent artificial intelligence (AI) advancements in cardiovascular care offer potential
enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on …
enhancements in diagnosis, treatment, and outcomes. Innovations to date focus on …
Deep learning-enhanced nuclear medicine SPECT imaging applied to cardiac studies
Deep learning (DL) has a growing popularity and is a well-established method of artificial
intelligence for data processing, especially for images and videos. Its applications in nuclear …
intelligence for data processing, especially for images and videos. Its applications in nuclear …
Deep learning–based attenuation correction improves diagnostic accuracy of cardiac SPECT
To improve diagnostic accuracy, myocardial perfusion imaging (MPI) SPECT studies can
use CT-based attenuation correction (AC). However, CT-based AC is not available for most …
use CT-based attenuation correction (AC). However, CT-based AC is not available for most …
2022 ASNC/AAPM/SCCT/SNMMI guideline for the use of CT in hybrid nuclear/CT cardiac imaging
MH Al-Mallah, TM Bateman, KR Branch… - Journal of Nuclear …, 2022 - Elsevier
With the current advances in imaging technology and changes in patient demographics,
computed tomography (CT) has become an important part of nuclear cardiology practice for …
computed tomography (CT) has become an important part of nuclear cardiology practice for …
Artificial intelligence in nuclear cardiology: an update and future trends
RJH Miller, PJ Slomka - Seminars in Nuclear Medicine, 2024 - Elsevier
Myocardial perfusion imaging (MPI), using either single photon emission computed
tomography (SPECT) or positron emission tomography (PET), is one of the most commonly …
tomography (SPECT) or positron emission tomography (PET), is one of the most commonly …
Deep-learning-based estimation of attenuation map improves attenuation correction performance over direct attenuation estimation for myocardial perfusion SPECT
Background Deep learning (DL)-based attenuation correction (AC) is promising to improve
myocardial perfusion (MP) SPECT. We aimed to optimize and compare the DL-based direct …
myocardial perfusion (MP) SPECT. We aimed to optimize and compare the DL-based direct …
Multi-center, multi-vendor validation of deep learning-based attenuation correction in SPECT MPI: data from the international flurpiridaz-301 trial
T Hagio, JB Moody, A Poitrasson-Rivière… - European Journal of …, 2023 - Springer
Purpose Although SPECT myocardial perfusion imaging (MPI) is susceptible to artifacts from
soft tissue attenuation, most scans are performed without attenuation correction. Deep …
soft tissue attenuation, most scans are performed without attenuation correction. Deep …
Artificial Intelligence in Nuclear Cardiology
RJH Miller - Cardiology Clinics, 2023 - cardiology.theclinics.com
Artificial intelligence (AI) is a rapidly expanding field, which refers to any computer algorithm
that performs tasks normally characteristic of human intelligence. 1 These algorithms could …
that performs tasks normally characteristic of human intelligence. 1 These algorithms could …
CTLESS: A scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT
Attenuation compensation (AC), while being beneficial for visual-interpretation tasks in
myocardial perfusion imaging (MPI) by single-photon emission computed tomography …
myocardial perfusion imaging (MPI) by single-photon emission computed tomography …
Deep learning approach using SPECT-to-PET translation for attenuation correction in CT-less myocardial perfusion SPECT imaging
M Kawakubo, M Nagao, Y Kaimoto, R Nakao… - Annals of Nuclear …, 2024 - Springer
Objective Deep learning approaches have attracted attention for improving the scoring
accuracy in computed tomography-less single photon emission computed tomography …
accuracy in computed tomography-less single photon emission computed tomography …