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Presentation Information     2016-11-07 (15:15)   •  The seminar room at Vi2

Speaker Anindya Gupta  (CBA)
Title Multi-layer Perceptron for Pulmonary Nodules Detection in CT Images and Cilia Detection in Low Magnification TEM Images
Abstract Neural networks have shown promising results in the classification problems and, eventually, being used progressively for further false positive reduction stage of computer-aided detection (CAD) pipeline. Accordingly, we have developed a multi-layer neural network based classification model, to reduce the false positive rate, for automated detection of pulmonary nodules in CT images. Currently, we are applying the similar approach for FP reduction in cilia detection at low magnification TEM images. During the seminar, I will discuss the developed method and its results on CT images along with the preliminary results on TEM images.