Search Results for author: Ankan Ghosh Dastider

Found 4 papers, 1 papers with code

Topological, or Non-topological? A Deep Learning Based Prediction

no code implementations29 Oct 2023 Ashiqur Rasul, Md Shafayat Hossain, Ankan Ghosh Dastider, Himaddri Roy, M. Zahid Hasan, Quazi D. M. Khosru

Prediction and discovery of new materials with desired properties are at the forefront of quantum science and technology research.

An integrated autoencoder-based hybrid CNN-LSTM model for COVID-19 severity prediction from lung ultrasound

1 code implementation1 May 2021 Ankan Ghosh Dastider, Farhan Sadik, Shaikh Anowarul Fattah

The proposed convolutional neural network (CNN) architecture implements an autoencoder network and separable convolutional branches fused with a modified DenseNet-201 network to build a vigorous, noise-free classification model.

severity prediction

ResCovNet: A Deep Learning-Based Architecture For COVID-19 Detection From Chest CT Scan Images

no code implementations17 Nov 2020 Ankan Ghosh Dastider, Mohseu Rashid Subah, Farhan Sadik, Tanvir Mahmud, Shaikh Anowarul Fattah

Automatic disease detection using machine learning-based techniques from X-ray and computed tomography (CT) can play a major role in the frontline to assist medical professionals during the current outbreak of COVID-19.

BIG-bench Machine Learning Computed Tomography (CT)

Privacy-Aware Activity Classification from First Person Office Videos

no code implementations11 Jun 2020 Partho Ghosh, Md. Abrar Istiak, Nayeeb Rashid, Ahsan Habib Akash, Ridwan Abrar, Ankan Ghosh Dastider, Asif Shahriyar Sushmit, Taufiq Hasan

In the advent of wearable body-cameras, human activity classification from First-Person Videos (FPV) has become a topic of increasing importance for various applications, including in life-logging, law-enforcement, sports, workplace, and healthcare.

Classification General Classification

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