Automatic Quality Assessment of Transperineal Ultrasound Images of the Male Pelvic Region, Using Deep Learning.

Autor: Camps SM; Faculty of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands; Oncology Solutions Department, Philips Research, Eindhoven, The Netherlands., Houben T; Faculty of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands., Carneiro G; Australian Centre of Visual Technologies, The University of Adelaide, Adelaide, Australia., Edwards C; School of Clinical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia., Antico M; Institute of Health & Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia; School of Chemistry, Physics and Mechanical Engineering, Queensland University of Technology, Brisbane, Queensland, Australia., Dunnhofer M; Department of Mathematics, Computer Science and Physics, University of Udine, Udine, Italy., Martens EGHJ; Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht, The Netherlands., Baeza JA; Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht, The Netherlands., Vanneste BGL; Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht, The Netherlands., van Limbergen EJ; Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht, The Netherlands., de With PHN; Faculty of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands., Verhaegen F; Department of Radiation Oncology (MAASTRO), GROW-School for Oncology and Developmental Biology, Maastricht, The Netherlands., Fontanarosa D; School of Clinical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia; Institute of Health & Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia. Electronic address: d3.fontanarosa@qut.edu.au.

Publikováno v: Ultrasound in medicine & biology [Ultrasound Med Biol] 2020 Feb; Vol. 46 (2), pp. 445-454. Date of Electronic Publication: 2019 Nov 25.