Multiple instance learning for lung pathophysiological findings detection using CT scans.
Julieta FradeTânia PereiraJoana MorgadoFrancisco SilvaCláudia FreitasJosé MendesEduardo NegrãoBeatriz Flor De LimaMiguel Correia Da SilvaAntónio J. MadureiraIsabel RamosJosé Luis CostaVenceslau HespanholAntónio CunhaHélder P. OliveiraPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- ct scans
- multiple instance learning
- ct images
- multiple instance
- computed tomography
- x ray
- ct data
- computer aided detection
- fracture detection
- multi class
- region of interest
- computer tomography
- computer aided diagnosis
- pulmonary nodules
- supervised learning
- patient specific
- medical imaging
- semi supervised learning
- medical images
- treatment planning
- image reconstruction
- semi supervised
- diverse density
- image annotation
- concept learning
- three dimensional
- low level features
- image data
- pattern recognition