For acute ischemic stroke (AIS) patients with large vessel occlusions,
c...
In clinical practice, anisotropic volumetric medical images with low
thr...
Evaluating lesion progression and treatment response via longitudinal le...
Early prostate cancer detection and staging from MRI are extremely
chall...
Image-based characterization and disease understanding involve integrati...
Gadolinium-based contrast agents (GBCAs) have been widely used to better...
In this study, we propose the Ductal Instance-Oriented Pipeline (DIOP) t...
Treatment of acute ischemic strokes (AIS) is largely contingent upon the...
Histopathological images provide rich information for disease diagnosis....
Advancements in machine learning algorithms have had a beneficial impact...
In this work, we investigate semi-supervised learning (SSL) for image
cl...
Histology review is often used as the `gold standard' for disease diagno...