The emergence of artificial intelligence within radiation oncology treatment planning
Background: The future of artificial intelligence (AI) heralds unprecedented change for the
field of radiation oncology. Commercial vendors and academic institutions have created AI …
field of radiation oncology. Commercial vendors and academic institutions have created AI …
Artificial intelligence and the medical physicist: welcome to the machine
Artificial intelligence (AI) is a branch of computer science dedicated to giving machines or
computers the ability to perform human-like cognitive functions, such as learning, problem …
computers the ability to perform human-like cognitive functions, such as learning, problem …
Expanding the medical physicist curricular and professional programme to include Artificial Intelligence
Purpose To provide a guideline curriculum related to Artificial Intelligence (AI), for the
education and training of European Medical Physicists (MPs). Materials and methods The …
education and training of European Medical Physicists (MPs). Materials and methods The …
Survey on the interest and commitment of AIFM members to scientific activities (SicAS)–The initiative of the FutuRuS working group
R Castriconi, L Placidi, M Avanzo, R Cirio, P Gallo… - Physica Medica, 2023 - Elsevier
Abstract Purpose The “FutuRuS” working group of the Italian Association of Medical Physics
and Health Physics (AIFM) designed a survey (SicAS) to get feedback from its members …
and Health Physics (AIFM) designed a survey (SicAS) to get feedback from its members …
Cone-beam CT sampling incompleteness: analytical and empirical studies of emerging systems and source–detector orbits
Purpose Motivated by emerging cone-beam computed tomography (CBCT) systems and
scan orbits, we aim to quantitatively assess the completeness of data for 3D image …
scan orbits, we aim to quantitatively assess the completeness of data for 3D image …
Examining gender diversity growth as a model for inclusion of all underrepresented persons in medical physics
M van Zyl, EMK Haynes, D Batchelar… - Medical …, 2020 - Wiley Online Library
The labor force of Medical Physics is one of the most gender diverse in the field of Physics,
as it has attained the proportional achievement of~ 30% women worldwide (Tsapaki et al …
as it has attained the proportional achievement of~ 30% women worldwide (Tsapaki et al …
The Italian young medical physicist scenario: Results from the young AIFM group survey
A Zorz, F Calderoni, R Castriconi, F Di Franco, M Felisi… - Physica Medica, 2023 - Elsevier
Purpose The young working group of the Italian Association of Medical and Health Physics
(AIFM) designed a survey to assess the current situation of the under 35 AIFM members …
(AIFM) designed a survey to assess the current situation of the under 35 AIFM members …
A holistic approach to CT protocol and dose management
Purpose Challenges from administrative support, scanners' heterogeneity, patient size
variation, and protocol mapping hinder CT protocol and dose management. We present a …
variation, and protocol mapping hinder CT protocol and dose management. We present a …
Medical physics 3.0: A renewed model for practicing medical physics in clinical imaging
E Samei - Physica Medica, 2022 - Elsevier
Inspired by the principles of Medical Physics 3.0, this paper frames a new model of clinical
physics practice, anchored to clinical realities, clinical priorities, and advanced physics. The …
physics practice, anchored to clinical realities, clinical priorities, and advanced physics. The …
Hyperparameter selection for dataset‐constrained semantic segmentation: Practical machine learning optimization
Purpose/aim This paper provides a pedagogical example for systematic machine learning
optimization in small dataset image segmentation, emphasizing hyperparameter selections …
optimization in small dataset image segmentation, emphasizing hyperparameter selections …