2.4k citations · 2.7k across the 32 of their papers we have counts for
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Neural Network Based Undersampling Techniques
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M Sohel Rahman
Class imbalance problem is commonly faced while developing machine learning models for real-life issues. Due to this problem, the fitted model tends to be biased towards the majori…
Improving Malaria Parasite Detection from Red Blood Cell using Deep Convolutional Neural Networks
Aimon Rahman, Hasib Zunair, M Sohel Rahman +5
Malaria is a female anopheles mosquito-bite inflicted life-threatening disease which is considered endemic in many parts of the world. This article focuses on improving malaria det…
Predicting and Forecasting the Price of Constituents and Index of Cryptocurrency Using Machine Learning
Reaz Chowdhury, M. Arifur Rahman, M. Sohel Rahman +1
At present, cryptocurrencies have become a global phenomenon in financial sectors as it is one of the most traded financial instruments worldwide. Cryptocurrency is not only one of…
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation
Nabil Ibtehaz, M. Sohel Rahman
In recent years Deep Learning has brought about a breakthrough in Medical Image Segmentation. U-Net is the most prominent deep network in this regard, which has been the most popul…