Fractional-order Darwinian PSO-based feature selection for media-adventitia border detection in intravascular ultrasound images.

Media-adventitia (MA) border delineates the outer appearance of arterial wall in intravascular ultrasound (IVUS) image. The detection of MA border is a challenging topic due to many difficulties such as complicated intravascular structures, intrinsic artifacts and image noises. We propose a classification-based MA border detection method with an embedded feature selection technique. The feature selection technique is based on Fractional-order Darwinian particle swarm optimization (FODPSO) algorithm. By employing feature selection, 293-dimension features including multi-scale features, gray-scale features and morphological feature are reducing to 37-dimension. The border detection method with feature selection is tested on a public dataset extracted from in-vivo pullbacks of human coronary arteries, which contains 77 IVUS images. Three indicators, Jaccard (JACC), Hausdorff Distance (HD) and Percentage of Area Difference (PAD), are measured for quantitative evaluation. Detection with 293-dimension features obtains JACC 0.79, HD 1.41 and PAD 0.16, while detection with 37-dimension features obtains JACC 0.83, HD 1.27 and PAD 0.12, indicating that the FODPSO-based feature selection method improves MA border detection by JACC 0.04, HD 0.14 and PAD 0.04. Furthermore, the proposed border detection method acquires better performances compared with two other automatic methods conducted on the same dataset available in literature.

Multifocal skeletal tuberculosis: experience in diagnosis and treatment.

OBJECTIVES: Multifocal skeletal tuberculosis (MSTB) is an uncommon presentation of skeletal tuberculosis. In order to provide more clinically meaningful information on the diagnosis and management of MSTB, we present a case of MSTB with multiple tuberculous lesions in multiple locations, along with a review of 13 MSTB cases from different studies. PATIENTS AND METHODS: A 29-year-old male patient with a one-year history of back pain was initially diagnosed with ankylosing spondylitis and arthritis deformans, and received treatment with oral glucocorticosteroid and leflunomide for 24 weeks. The back pain worsened with weight loss and fever one month prior to admission to our hospital. The diagnosis, MSTB, with 26 tuberculous lesions in 19 locations, was made by clinical findings, bone scan (computed topography and Tc-99m HDP scintigraphy), and bone marrow smear. RESULT: Multiple antituberculous drugs, with supportive and immune-enhancing therapies cured the patient. CONCLUSIONS: This case indicates that MSTB may develop in patients on long-term immunosuppressive drugs. In addition, our experience, along with previously reported data, suggest that strong clinical suspicion is required for an early diagnosis of MSTB, and chemotherapy, combined with supportive and immune-based therapies is effective for the treatment of MSTB.

[Design and development of the DSA digital subtraction workstation].

According to the patient examination criterion and the demands of all related departments, the DSA digital subtraction workstation has been successfully designed and is introduced in this paper by analyzing the characteristic of video source of DSA which was manufactured by GE Company and has no DICOM standard interface. The workstation includes images-capturing gateway and post-processing software. With the developed workstation, all images from this early DSA equipment are transformed into DICOM format and then are shared in different machines.

[Design and implementation of a system for transforming the NEMA 2.0 images into DICOM 3.0 images].

This paper introduces the design and implementation of a system which can get the NEMA2.0 image data from the hard disks of the imaging equipments directly,then analyzes and transforms these image data into the DICOM3.0 image data and sends them to the image server. The design has the advantages of reliable image quality, low cost and information.