Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets

no code implementations • 18 Jan 2022 • Anabik Pal, Zhiyun Xue, Sameer Antani

We believe that the present research shows a novel direction in developing criteria-specific custom deep models for cervical image classification by combining images from different sources unlabeled and/or labeled with varying criteria, and addressing image access restrictions.

Classification Image Classification +1

CapsDeMM: Capsule network for Detection of Munro's Microabscess in skin biopsy images

1 code implementation • 20 Aug 2018 • Anabik Pal, Akshay Chaturvedi, Utpal Garain, Aditi Chandra, Raghunath Chatterjee, Swapan Senapati

This paper presents an approach for automatic detection of Munro's Microabscess in stratum corneum (SC) of human skin biopsy in order to realize a machine assisted diagnosis of Psoriasis.

General Classification

Skin disease identification from dermoscopy images using deep convolutional neural network

1 code implementation • 24 Jul 2018 • Anabik Pal, Sounak Ray, Utpal Garain

In this paper, a deep neural network based ensemble method is experimented for automatic identification of skin disease from dermoscopic images.