Artificial neural networks have already shown their success in face recognition and similar complex pattern recognition tasks. However, a major disadvantage of the technique is that it is extremely slow during training for larger classes and hence not suitable for real-time complex problems such as pattern recognition. This is an attempt to develop a parallel framework for the training algorith...

Background: Cutaneous metastases can occur in a wide variety of internal malignancies and may be the first sign of a clinically silent visceral cancer. Study Design: A retrospective analysis was made of 138 cases diagnosed with cutaneous and subcutaneous metastasis on fine-needle aspiration cytology (FNAC). Primary tumors of the skin/subcutis were excluded. Results: Of 138 cases, the primary wa...

Two glycolipid fractions were separated by high performance liquid chromatography from human erythrocyte membranes and which were reactive with antibodies to globo-N-tetraosylceramide (globoside). The reactivity to the antibody was abolished by treatment with endo-beta-galactosidase of Escherichia freundii which specifically hydrolyzes lacto-N-glycosyl series glycolipids, but does not hydrolyze...

Background: Cutaneous metastases can occur in a wide variety of internal malignancies and may be the first sign of a clinically silent visceral cancer. Study Design: A retrospective analysis was made of 138 cases diagnosed with cutaneous and subcutaneous metastasis on fine-needle aspiration cytology (FNAC). Primary tumors of the skin/subcutis were excluded. Results: Of 138 cases, the primary wa...

Generalized exponential distribution has received some attention in the last few years. Recently Kundu and Gupta (2011) and Shoaee and Khorram (2012) introduced an absolute continuous bivariate generalized exponential distribution. In this paper we propose an absolute continuous multivariate generalized exponential distribution. The proposed distribution is very flexible, and the joint probabil...

Segmentation is essential for medical image analysis to identify and localize diseases, monitor morphological changes, extract discriminative features further diagnosis. Skin cancer one of the most common types globally, its early diagnosis pivotal complete elimination malignant tumors from body. This research develops an Artificial Intelligence (AI) framework supervised skin lesion segmentatio...

The transfer of suspended sediment can range widely from being diluted to hyper-concentrated, depending on the local flow and ground conditions. Using Rouse model Kundu Ghoshal (2017) model, it is possible look at distribution for a hyper-concentrated flows. According follows linear profile regime power law applies dilute concentrated regime. This paper describes these models how parameters (li...

Abstract In this data-driven era, where a large number of attributes are often publicly available, redundancy becomes major problem, which leads to storage and computational resource requirement. Feature selection is method for reducing the dimensionality data by removing such redundant or misleading attributes. This optimal feature subsets that can be used further computation like classificati...

Dioxins are a concern because of its human health effects by altering different physiological and biochemical activities into the cell. TCDD is the most toxic dioxin that has very low degradability and high bioavailability in animal adipose tissues (Jigyasi and Kundu, 2013a). Very limited reports are available on the toxic effects of dioxins to animal systems. TCDD enters into the living organi...