Closing the gap in plan quality: Leveraging deep‐learning dose prediction for adaptive radiotherapy
Abstract Purpose Balancing quality and efficiency has been a challenge for online adaptive therapy. Most systems start the online re‐optimization with the original planning goals. While some systems allow planners to modify the planning goals, achieving a high‐quality plan within time constraints remains a common barrier.
Sean J. Domal+9 more
wiley +1 more source
Organization Theory for Implementation Science (OTIS): reflections and recommendations. [PDF]
Birken SA+12 more
europepmc +1 more source
Implementation Science six years on—our evolving scope and common reasons for rejection without review [PDF]
Martin Eccles+4 more
openalex +1 more source
Abstract Purpose Studies on deep learning dose prediction increasingly focus on 3D models with multiple input channels and data augmentation, which increases the training time and thus also the environmental burden and hampers the ease of re‐training. Here we compare 2D and 3D U‐Net models with clinical accepted plans to evaluate the appropriateness of
Rosalie Klarenberg+2 more
wiley +1 more source
Implementation Strategy for Artificial Intelligence in Radiotherapy: Can Implementation Science Help? [PDF]
Swart R+5 more
europepmc +1 more source
EPA's Council for Regulatory Environmental Modeling : a case study of science policy implementation
Genevieve M. Borg
openalex +2 more sources
SCIENCE TEACHERS’ BELIEFS AS BARRIERS TO IMPLEMENTATION OF CONSTRUCTIVIST-BASED EDUCATION REFORM [PDF]
Eylem Yıldız Feyzioğlu
openalex +1 more source
Bone‐wise rigid registration of femur, tibia, and fibula for the tracking of temporal changes
Abstract Background Multiple myeloma (MM) induces temporal alterations in bone structure, such as osteolytic bone lesions, which are challenging to identify through manual image interpretation. The large variation in radiologists' assessments, even at expert centers, further complicates diagnosis.
Arttu Ruohola+5 more
wiley +1 more source
Research priority setting for implementation science and practice: a living systematic review protocol. [PDF]
Zhao J+9 more
europepmc +1 more source