Utilizing Transformers on OCT Imagery and Metadata for Treatment Response Prediction in Macular Edema Patients.
Sahar VahdatiDeepankan Bharathi NagarajMaximilian BryanSobhan MoazemiSabine Gründer-FahrerMichael MartinPublished in: SCIA (2) (2023)
Keyphrases
- optical coherence tomography
- metadata
- acute myeloid
- oct images
- retinal images
- medical treatment
- prediction accuracy
- medical care
- cancer patients
- digital libraries
- therapy planning
- clinical studies
- medical doctors
- clinical diagnosis
- computer vision
- magnetic resonance images
- ischemic stroke
- image data
- computer aided diagnosis
- multi directional
- imaging modalities
- electronic medical record
- clinical information
- real patient data
- multimedia
- medical practitioners
- acute myocardial infarction
- high resolution
- clinical trials
- clinical data
- image processing
- learning objects
- acute coronary syndrome
- deep brain stimulation
- medical staff
- medical data
- blood vessels