Search Results for author: Susu M. Zughaier

Found 3 papers, 1 papers with code

BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data

no code implementations • 15 Jun 2022 • Tawsifur Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Zaid Bin Mahbub, Md Sakib Abrar Hossain, Abraham Alhatou, Eynas Abdalla, Sreekumar Muthiyal, Khandaker Farzana Islam, Saad Bin Abul Kashem, Muhammad Salman Khan, Susu M. Zughaier, Maqsud Hossain

This study uses 25 biomarkers and CXR images in predicting the risk in 930 COVID-19 patients admitted during the first wave of COVID-19 (March-June 2020) in Italy.

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RamanNet: A generalized neural network architecture for Raman Spectrum Analysis

1 code implementation • 20 Jan 2022 • Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Susu M. Zughaier, Serkan Kiranyaz, M. Sohel Rahman

Raman spectroscopy provides a vibrational profile of the molecules and thus can be used to uniquely identify different kind of materials.

BIG-bench Machine Learning Virology

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An early warning tool for predicting mortality risk of COVID-19 patients using machine learning

no code implementations • 29 Jul 2020 • Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Somaya Al-Madeed, Susu M. Zughaier, Suhail A. R. Doi, Hanadi Hassen, Mohammad T. Islam

The prognostic model, nomogram and LNLCA score can help in early detection of high mortality risk of COVID-19 patients, which will help doctors to improve the management of patient stratification.

BIG-bench Machine Learning Management

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