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  1. No Access

    Article

    A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation

    Point cloud analysis has a wide range of applications in many areas such as computer vision, robotic manipulation, and autonomous driving. While deep learning has achieved remarkable success on image-based tas...

    Sushmita Sarker, Prithul Sarker, Gunner Stone… in Machine Vision and Applications (2024)

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    Article

    microRNA-205 represses breast cancer metastasis by perturbing the rab coupling protein [RCP]-mediated integrin β1 recycling on the membrane

    During cancer cell invasion, integrin undergoes constant endo/exocytic trafficking. It has been found that the recycling ability of integrin β1 through Rab11-controlled long loop pathways is directly associate...

    Saurav Bhattacharya, Sushmita Sarker, Shaswati Das, Manisha Ahir… in Apoptosis (2024)

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    Chapter and Conference Paper

    ConnectedUNets++: Mass Segmentation from Whole Mammographic Images

    Deep learning has made a breakthrough in medical image segmentation in recent years due to its ability to extract high-level features without the need for prior knowledge. In this context, UNet is one of the m...

    Prithul Sarker, Sushmita Sarker, George Bebis… in Advances in Visual Computing (2022)