Pan-cancer classification by regularized multi-task learning

SMM Hossain, L Khatun, S Ray, A Mukhopadhyay - Scientific reports, 2021 - nature.com
Classifying pan-cancer samples using gene expression patterns is a crucial challenge for
the accurate diagnosis and treatment of cancer patients. Machine learning algorithms have …

Discovering key transcriptomic regulators in pancreatic ductal adenocarcinoma using Dirichlet process Gaussian mixture model

SMM Hossain, AA Halsana, L Khatun, S Ray… - Scientific reports, 2021 - nature.com
Abstract Pancreatic Ductal Adenocarcinoma (PDAC) is the most lethal type of pancreatic
cancer, late detection leading to its therapeutic failure. This study aims to determine the key …

A comprehensive analysis on preservation patterns of gene co-expression networks during Alzheimer's disease progression

S Ray, SMM Hossain, L Khatun, A Mukhopadhyay - BMC bioinformatics, 2017 - Springer
Background Alzheimer's disease (AD) is a chronic neuro-degenerative disruption of the
brain which involves in large scale transcriptomic variation. The disease does not impact …

Identification of key immune regulatory genes in HIV-1 progression

SMM Hossain, L Khatun, S Ray, A Mukhopadhyay - Gene, 2021 - Elsevier
Human immunodeficiency virus (HIV) infection causes acquired immunodeficiency
syndrome (AIDS), one of the most devastating diseases affecting humankind. Here, we have …

КЛИНИЧЕСКАЯ И ИММУНОГИСТОХИМИЧЕСКАЯ ОЦЕНКА СКОРОСТИ РАЗВИТИЯ ФИБРОЗА У БОЛЬНЫХ ХРОНИЧЕСКИМ ГЕПАТИТОМ С

ДЮ Лобзин - 2019 - elibrary.ru
Цель исследования-на основании комплексного клинико-лабораторного,
вирусологического, морфологического и иммуногистохимического обследования …

Identification of hub genes and key modules in stomach adenocarcinoma using nsnmf-based data integration technique

SMM Hossain, S Ray… - 2019 International …, 2019 - ieeexplore.ieee.org
Stomach adenocarcinoma is one of the most common malignancies in the world. Recent
advancements in high-throughput technologies and applications made it possible to analyze …

An Autoencoder-based Deep Learning Approach for Classifying Colon and Rectum Adenocarcinoma

L Khatun, SMM Hossain, S Ray… - 2023 14th …, 2023 - ieeexplore.ieee.org
Early identification of cancer types plays a pivotal role in administering proper therapeutics,
which increases the likelihood of a favourable prognosis for cancer patients. However …

Detecting overlapping gene communities during stomach adenocarcinoma: a discrete NMF-based integrative approach

SMM Hossain, S Ray… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Stomach adenocarcinoma (STAD) is among the most common malignancies of the globe.
Analysis of diversified diseases at the downstream level has become a reality on the …

Identification of Gene Communities in Liver Hepatocellular Carcinoma: An OffsetNMF-Based Integrative Technique

SMM Hossain, AA Halsana - … and Internet of Things: Proceedings of ICICI …, 2022 - Springer
Liver hepatocellular carcinoma (LIHC) is the most common primary malignancy of the liver
and is one of the primary contributors to cancer-related death worldwide. The present work …