no code implementations • 21 May 2021 • Anna Zapaishchykova, David Dreizin, Zhaoshuo Li, Jie Ying Wu, Shahrooz Faghih Roohi, Mathias Unberath
The method operates similarly to human interpretation of CT scans and first detects distinct pelvic fractures on CT with high specificity using a Faster-RCNN model that are then interpreted using a structural causal model based on clinical best practices to infer an initial Tile grade.
no code implementations • 23 Nov 2014 • Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim
It has been recently shown that incorporating priori knowledge significantly improves the performance of basic compressive sensing based approaches.
no code implementations • 25 Aug 2014 • Dornoosh Zonoobi, Shahrooz Faghih Roohi, Ashraf A. Kassim
In this paper, we introduce a dictionary learning based approach applied to the problem of real-time reconstruction of MR image sequences that are highly undersampled in k-space.