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  1. No Access

    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)

  2. No Access

    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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    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)