Haute Ecole de Gestion & Tourisme

Using Probability Maps for Multi-organ Automatic Segmentation

Joyseeree, Ranveer ; Jiménez del Toro, Oscar Alfonso ; Müller, Henning

In: Lecture Notes in Computer Science, 2014, vol. 8331, p. 222-228

Organ segmentation is a vital task in diagnostic medicine. The ability to perform it automatically can save clinicians time and labor. In this paper, a method to achieve automatic segmentation of organs in three-dimensional (3D), non–annotated, full–body magnetic resonance (MR), and computed tomography (CT) volumes is proposed. According to the method, training volumes are registered to a...

Haute Ecole de Gestion & Tourisme

Finding seed points for organ segmentation using example annotations

Joyseeree, Ranveer ; Müller, Henning

In: SPIE 9034, Medical Imaging 2014: Image Processing, 903444, 2014, p. 1 - 9

Organ segmentation is important in diagnostic medicine to make current decision{support tools more effective and effcient. Performing it automatically can save time and labor. In this paper, a method to perform automatic identification of seed points for the segmentation of organs in three{dimensional (3D) non{annotated, full-body magnetic resonance (MR) and computed tomography (CT) volumes is...