Dorin Comaniciu

TL;DR: In this article, the authors proposed approaches for the optimal application of early strategies in clinical practice to improve patient care following the review of recent advances in the early diagnosis of acute coronary syndrome.

TL;DR: In this article, a method for tracking pedestrians in a video sequence, where each image frame of the video sequence corresponds to a time step, includes using marginal space learning to sample a prior probability distribution p(xt|Zt−1) of multi-person identity assignments given a set of feature measurements from all previous image frames.

TL;DR: In this paper, a method and system for extracting coronary vessels fluoroscopic image sequences using coronary digital subtraction angiography (DSA) was disclosed, where a set of mask images of a coronary region was received, and a sequence of contrast images for the coronary region is received.

TL;DR: In this article, a method and system for detecting and tracking an ablation catheter tip in a fluoroscopic image sequence is disclosed, in which the tip candidates are detected in each frame of the image sequence using marginal space learning.

TL;DR: Transcatheter structural heart interventions are requiring in-depth periprocedural understanding of cardiac pathophysiology and device interactions not afforded by traditional imaging metrics, changing the landscape of physician training and delivery of patient-centric care.