Evaluating and Working with an Imaging Core Laboratory
Fig. 7.1 Critical start-up points of the imaging workflow The imaging core lab should be able to take the lead in generating the imaging charter. The imaging charter may be…
Medical Imaging in Drug Development
Development phase Desired outcome Basic research Target identification Discovery/candidate optimization/prototype development Molecule or prototype that has suitable properties to interact with the pharmacological target in vivo Preclinical development Demonstrate proof…
Radiation Risks and Dosimetry Assessment
Dose (mSv) Cancer risk Category I 0.006 GFR measurement (51Cr-EDTA) 1 in 1,000,000 1 in 240,000 0.007 1 day of natural background radiation 0.01 Chest X-ray, DXA 0.025 0.03…
Nonrigid Object Segmentation: Application to Four-Chamber Heart Segmentation
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract In this chapter, we present an automatic object detection and segmentation framework based on Marginal…
Optimal Mean Shape for Nonrigid Object Detection and Segmentation
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract To improve the shape initialization accuracy, this chapter presents the computation of an optimal mean…
Marginal Space Learning
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract This chapter presents an efficient 3D learning-based object detection method, called Marginal Space Learning (MSL)….
Applications of Marginal Space Learning in Medical Imaging
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract Marginal Space Learning (MSL) has been extensively tested on multiple anatomical structure detection and segmentation…
Part-Based Object Detection and Segmentation
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract The computational framework of Marginal Space Learning (MSL) formulates the detection of an anatomical structure…
Constrained Marginal Space Learning
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract In this chapter, we present the constrained MSL to exploit correlations learned from the training…
Introduction
and Dorin Comaniciu1 (1) Imaging and Computer Vision, Siemens Corporate Technology, Princeton, NJ, USA Abstract The last decade saw tremendous advances in all major medical imaging modalities, with significant improvement…
