Classification of Potato Chips Using Pattern Recognition

ABSTRACT: An approach to classify potato chips using pattern recognition from color digital images consists of 5 steps: (1) image acquisition, (2) preprocessing, (3) segmentation, (4) feature extraction, and (5) classification. Ten chips prepared for each of the following 6 conditions were examined: 2 pretreatments (blanched and unblanched) at 3 temperatures (120°C, 150°C, and 180°C). More than 1500 features were extracted from each of the 60 images. Finally, 11 features were selected according to their classification attributes. Seven different classification cases (for example, classification of the 6 classes or distinction between blanched and unblanched samples) were analyzed using the selected features. Although samples were highly heterogeneous, using a simple classifier and a small number of features, it was possible to obtain a good performance value in all cases: classification of the 6 classes was in the confidence interval between 78% and 89% with a probability of 95%.     

EU legislation for Food Safety of Cereals and Cereal Products

Since the discovery of aflatoxins in the early 1960s, regulations have been established in many countries to protect the consumer from the harmful effects of these mycotoxins. The recognition that aflatoxins and other mycotoxins can cause major illness in humans and animals has led to limits being set for aflatoxins and some other mycotox ins in different countries around the world, often however on an ad hoc basis.     

Cytologic diagnosis of Chlamydia in cervicovaginal secretions. Use of a Papanicolaou stain modification with buffered wright solution

OBJECTIVE: To carry out a prospective study on 1,569 females to evaluate the diagnostic utility of adding buffered Wright solution to Papanicolaou stain for observing cytoplasmic inclusions in cervicovaginal cytology. STUDY DESIGN: Group A had multivacuolated cells and group B, granules (not in a vacuole) in the cytoplasm of low-intermediate epithelial or parabasal cells. There were 7 patients in group A and 16 in group B. Two duplicate plates of cervicovaginal secretions were obtained from each patient before and after treatment; one was stained with Papanicolaou stain and the other with our variant. The trial of therapy consisted of doxycycline (effectiveness for statistical analysis = 0.9) in oral doses of 100 mg every 12 hours for 7 days; 7 days after the beginning of treatment, check samples were obtained. RESULTS: In group A, six patients had cytoplasmic inclusions with the variant stain, and two had cytoplasmic inclusions with Papanicolaou stain. The binomial test revealed that probably six of the seven patients had infections with Chlamydia (P = .372) and that in 100% of cases, the variant stain showed cytoplasmic inclusions, while Papanicolaou stain was observed in 33% of cases. These findings were morphologically and statistically proven (P = .124) on control slides with posttreatment absence of multivacuolated cells. CONCLUSION: In relation to the selection criteria for B group, the intracytoplasmic granules found in parabasal and low intermediate cells had no relation to Chlamydia. The study demonstrated the superiority of our variant of Papanicolaou stain for cervicovaginal Chlamydia diagnosis.     

Recent advances in image reconstruction, coil sensitivity calibration, and coil array design for SMASH and generalized parallel MRI.

Parallel magnetic resonance imaging (MRI) techniques use spatial information from arrays of radiofrequency (RF) detector coils to accelerate imaging. A number of parallel MRI techniques have been described in recent years, and numerous clinical applications are currently being explored. The advent of practical parallel imaging presents various challenges for image reconstruction and RF system design. Recent advances in tailored SiMultaneous Acquisition of Spatial Harmonics (SMASH) image reconstructions are summarized. These advances enable robust SMASH imaging in arbitrary image planes with a wide range of coil array geometries. A generalized formalism is described which may be used to understand the relations between SMASH and SENSE, to derive typical implementations of each as special cases, and to form hybrid techniques combining some of the advantages of both. Accurate knowledge of coil sensitivities is crucial for parallel MRI, and errors in calibration represent one of the most common and the most pernicious sources of error in parallel image reconstructions. As one example, motion of the patient and/or the coil array between the sensitivity reference scan and the accelerated acquisition can lead to calibration errors and reconstruction artifacts. Self-calibrating parallel MRI approaches that address this problem by eliminating the need for external sensitivity references are reviewed. The ultimate achievable signal-to-noise ratio (SNR) for parallel MRI studies is closely tied to the geometry and sensitivity patterns of the coil arrays used for spatial encoding. Several parallel imaging array designs that depart from the traditional model of overlapped adjacent loop elements are described.     

Photodynamic biologic tissue glue to enhance corneal wound healing after radial keratotomy

BACKGROUND: In this study, we describe the development of a novel experimental system in which rejection of porcine skin grafts by human peripheral blood cells can be studied directly in vivo in immunodeficient mice. METHODS: To construct a small animal model of discordant xenograft rejection, recombinase-activating gene-deficient mice (R-) lacking both mature B and T cells were grafted with porcine skin grafts and administered, by adoptive cell transfer, human cells stimulated in vitro with irradiated porcine peripheral blood cells to create Hu-R- mice. RESULTS: R- mice accepted porcine skin grafts indefinitely without the need for immunosuppression. In contrast, Hu-R- mice were able to reject porcine skin grafts. Immunohistochemical analysis of rejecting skin grafts revealed the accumulation of human T cells around dermal porcine vessels and focally in the epidermis. Graft rejection was manifested by vascular endothelial cell proliferation, edema at the dermal-epidermal border, and perivascular hemorrhage. The tissue damage observed in the rejecting grafts was similar to that observed in delayed primate anti-porcine cell-mediated rejection of vascularized organ xenografts. CONCLUSIONS: The development and characterization of a small animal model, to study cellular immune responses of human cells to discordant xenografts in vivo, should provide a convenient means for asking mechanistic questions related to discordant xenotransplantation, and may also provide a practical system for testing new approaches designed to prevent xenograft rejection.     

A very wide bandwidth digital VCO using quadrature frequencymultiplication and division implemented in AlGaAs/GaAs HBT's

A digital voltage-controlled oscillator (VCO) is described which uses frequency multiplication and division to achieve very wide bandwidth. The VCO uses current-mode logic and does not require reactive elements such as inductors, capacitors or varactors. A novel, fully symmetric exclusive-OR (XOR) circuit was developed which uses product pairs and emitter-coupled logic. To achieve the highest performance possible, the critical path is symmetric and special physical design techniques were developed to promote matched-capacitance. The maximum measured frequency was 13.66 GHz. The chip occupies 1.9 mm×1.6 mm and dissipates 2.45 W at a supply voltage of -6.0 V. With a measured frequency range from 1.25 to 13.66 GHz, this circuit has the widest bandwidth reported in the literature for any VCO, digital or analog     

A Specific Sexual Orientation-Related Difference in Navigation Strategy.

During spatial navigation, women typically navigate an environment using a landmark strategy, whereas men typically use an orientation strategy. To examine the as yet unknown effects of sexual orientation on these normative sex differences, this study required 80 healthy heterosexual and homosexual adult men and women to provide directions from experimental maps for 4 routes. The frequency and type of strategy used by each participant were computed. Expected sex differences were demonstrated, and a robust cross-sex shift was shown by homosexual men in using landmarks. This remained after controlling for differences in mental rotation, directional sense, and general intelligence. The findings may limit the number of putative neurodevelopmental pathways responsible for sex differences in navigation strategy utility. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Effect of Particle Size on the Dissolution Characteristics of Chlorthalidone

The particle size reduction of chlorthalidone by fluid energy milling, Alpine milling and Fitzpatrick milling were evaluated. The desired particle size was achieved by both the fluid energy milling and Alpine milling processes. Alpine mil1ing, however, is a more complex process and is susceptible to product decomposition, whereas fluid energy milling is a simple and efficient process without any risk of product decomposition. The desired particle size cannot be achieved by Fitzmilling because of the low probability of impaction force on particles. The dissolution rate of the chlorthalidone from chlorthalidone/propranolol hydrochloride tablets (25/80 mg) prepared with fluid energy milled chlorthalidone was significantly better than the tablets prepared with Fitzpatrick - milled chlorthalidone. The minimum effective specific surface area of chlorthalidone needed for maximum dissolution in water was found to be around 3.5 m²/g.