A review of artificial intelligence in brachytherapy
Abstract Artificial intelligence (AI) has the potential to revolutionize brachytherapy's clinical workflow. This review comprehensively examines the application of AI, focusing on machine learning and deep learning, in various aspects of brachytherapy.
Jingchu Chen+4 more
wiley +1 more source
Machine learning-driven immunophenotypic stratification of mixed connective tissue disease, corroborating the clinical heterogeneity. [PDF]
Izuka S+9 more
europepmc +1 more source
Clinical studies on pulmonary changes in patients with connective tissue disease
Kaname Ono
openalex +2 more sources
Short-term and long-term epoprostenol (prostacyclin) therapy in pulmonary hypertension secondary to connective tissue diseases: results of a pilot study [PDF]
Marc Humbert+7 more
openalex +1 more source
Abstract Purpose The study evaluates rapid linear accelerator (Linac) single isocenter stereotactic radiosurgery (SRS) with Hyperarc for large target numbers. We compared to Gamma Knife (GK), which suffers from long treatment times and investigated causes of differences. Methods Linac SRS and GK treatment plans for patients receiving 18 Gy to the gross
Abram Abdou+4 more
wiley +1 more source
Early detection of cardiac impairment and prediction of right ventricular hypertrophy in patients with connective tissue disease. [PDF]
Shen J+7 more
europepmc +1 more source
Abstract Background The use of deep learning‐based auto‐contouring algorithms in various treatment planning services is increasingly common. There is a notable deficit of commercially or publicly available models trained on large or diverse datasets containing high‐dose‐rate (HDR) brachytherapy treatment scans, leading to poor performance on images ...
Andrew J. Krupien+8 more
wiley +1 more source
The prognostic value of HFA-PEFF score in connective tissue disease-associated PAH: evidence from a cohort study. [PDF]
Dai J+10 more
europepmc +1 more source
A case of mixed connective tissue disease (MCTD) associated with pulmonary hypertension
Mitsunori Yagame+5 more
openalex +2 more sources
Abstract The establishment of guidelines and curriculum standards for medical physics residency training is a critical component of setting expectations and competencies for the profession. Since the last publication of these standards, residency training has become integrated into the eligibility criteria for most medical physics certification bodies.
Jonathon A. Nye+16 more
wiley +1 more source