[PDF][PDF] Improving Content Based Retrieval of Magnetic Resonance Images by Applying Graph Based Segmentation

K Trojacanec, I Kitanovski… - … Medical Systems for …, 2010 - repository.ukim.mk
Medical content based retrieval systems are continuously researched and improved. Image
segmentation techniques offer a possibility for improvements in the retrieval process …

Hierarchical classification of magnetic resonance images

K Trojachanec, S Loshkovska, G Madjarov… - Sarcoma, 2010 - repository.ukim.mk
The objective of the paper is to explore classification on magnetic resonance images (MRI).
In our work on MRI classification, two types of classification (flat and hierarchical) are …

Towards improving magnetic resonance image classification

K Trojachanec, G Madzarov, S Loshkovska - Sarcoma, 2010 - repository.ukim.mk
The main goal of this paper is to propose and investigate a three-stage hierarchical
classification scheme. The proposed scheme was examined on the dataset of magnetic …

Influence of Segmentation over Magnetic Resonance Image Classification

I Kitanovski, S Loshkovska, K Trojachanec - 2010 - repository.ukim.mk
Magnetic resonance imaging is an image based diagnostic technique which is widely used
in medical environment. Thus, the efficient automated analysis of this kind of images is of …