Curriculum to career: A qualitative study of pathologists' assistant graduates' experiences
Abstract The field of pathologists' assistants (PathAs) has evolved significantly, with formal education programs now playing a crucial role in professional training. This study explores the educational experiences of PathA graduates in Canada, focusing on how accredited programs prepare students for professional practice.
Leeying Lau, Jina J. Y. Kum
wiley +1 more source
A deep semi-supervised learning approach to the detection of glaucoma on out-of-distribution retinal fundus image datasets. [PDF]
Wang L +12 more
europepmc +1 more source
Abstract Anatomy is a foundational component of various medical and paramedical disciplines. Existing research has suggested that games or game elements can improve student interest in musculoskeletal (MSK) anatomy. This project builds on previous gamification and serious game work and incorporates new anatomy‐based games into undergraduate anatomy ...
Emmeline Berger +2 more
wiley +1 more source
Assessment of anemia recovery using peripheral blood smears by deep semi-supervised learning. [PDF]
Yan Q, Zhang Y, Wei L, Liu X, Wang X.
europepmc +1 more source
Production of 3D printed biomodels of the canine brain for veterinary neuroanatomy teaching
Abstract Teaching neuroanatomy presents multiple challenges to both students and teachers, as it is a subject with highly dense content that commonly causes the development of aversion by students, a phenomenon referred to as “neurophobia,” which has been documented in human and veterinary medicine students.
João Victor Barbosa Tenório Fireman +1 more
wiley +1 more source
Towards automated recipe genre classification using semi-supervised learning. [PDF]
Sakib N +4 more
europepmc +1 more source
“The science of teaching”: Understanding anatomy demonstrators' pedagogical content knowledge
Abstract Pedagogical content knowledge (PCK) refers to educators' understanding of subject matter integrated with teaching approaches that ensure teaching effectively supports learners' needs. Anatomy demonstrators are temporary or sessional early career educators responsible for facilitating the full spectrum of anatomical learning, yet their ...
Benjamin J. Fox +2 more
wiley +1 more source
Ultrasound Segmentation Using Semi-Supervised Learning: Application in Point-of-Care Sarcopenia Assessment. [PDF]
Rasaee H +4 more
europepmc +1 more source
Adaptively Augmented Consistency Learning: A Semi-supervised Segmentation Framework for Remote Sensing [PDF]
Hui Ye +3 more
openalex +1 more source
Risk‐aware safe reinforcement learning for control of stochastic linear systems
Abstract This paper presents a risk‐aware safe reinforcement learning (RL) control design for stochastic discrete‐time linear systems. Rather than using a safety certifier to myopically intervene with the RL controller, a risk‐informed safe controller is also learned besides the RL controller, and the RL and safe controllers are combined together ...
Babak Esmaeili +2 more
wiley +1 more source

