Publications by authors named "Akm Azad"

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Mapping the Proteomic Landscape of Pancreatic Cancer: Prognostic Insights and Subtype Stratification.
Adel T Aref, Jason Grealey, Mohashin Pathan, Zainab Noor, Asim Anees, A K M Azad

Cancer Res Commun· October 2025

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Machine learning models for mechanical properties prediction of basalt fiber-reinforced concrete incorporating graphical user interface.
Md Ehtesamul Haque, Md Arifuzzaman, Kaffayatullah Khan, A K M Azad, Ayed Eid Alluqmani

Sci Rep· October 2025

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Novel deep learning for multi-class classification of Alzheimer's in disability using MRI datasets.
Sumaiya Binte Shahid, Maleeha Kaikaus, Md Hasanul Kabir, Mohammad Abu Yousuf, A K M Azad

Front Bioinform· September 2025

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Single nucleus RNA sequencing profile analysis to reveal cell type specific common molecular drivers of Parkinson's disease and therapeutic agents.
Md Al Amin Pappu, Md Alamin, Most Humaira Sultana, Akm Azad, Md Rabiul Auwul

Sci Rep· July 2025

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An explainable machine learning framework for predicting driving states using electroencephalogram.
Iqram Hussain, Se-Jin Park, Akm Azad, Salem Ali Alyami

Med Eng Phys· June 2025

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Smart IoT-driven precision agriculture: Land mapping, crop prediction, and irrigation system.
Gourab Saha, Fariha Shahrin, Farhan Hasin Khan, Mashook Mohammad Meshkat, Akm Abdul Malek Azad

PLoS One· May 2025

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PlantCareNet: an advanced system to recognize plant diseases with dual-mode recommendations for prevention.
Muhaiminul Islam, Akm Azad, Shifat E Arman, Salem A Alyami, Md Mehedi Hasan

Plant Methods· April 2025

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A Multi-Agent and Attention-Aware Enhanced CNN-BiLSTM Model for Human Activity Recognition for Enhanced Disability Assistance.
Mst Alema Khatun, Mohammad Abu Yousuf, Taskin Noor Turna, Akm Azad, Salem A Alyami

Diagnostics (Basel)· February 2025

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An Integrated Framework to Identify Prognostic Biomarkers and Novel Therapeutic Targets in Hepatocellular Carcinoma-Based Disabilities.
Md Okibur Rahman, Asim Das, Nazratun Naeem, Jabeen-E-Tahnim, Md Ali Hossain, Akm Azad

Biology (Basel)· November 2024

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Multi-View Soft Attention-Based Model for the Classification of Lung Cancer-Associated Disabilities.
Jannatul Ferdous Esha, Tahmidul Islam, Md Appel Mahmud Pranto, Abrar Siam Borno, Nuruzzaman Faruqui, Akm Azad

Diagnostics (Basel)· October 2024

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Exploring gene regulatory interaction networks and predicting therapeutic molecules for hypopharyngeal cancer and EGFR-mutated lung adenocarcinoma.
Abanti Bhattacharjya, Md Manowarul Islam, Md Ashraf Uddin, Md Alamin Talukder, Akm Azad

FEBS Open Bio· July 2024

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Single-cell RNA-seq data analysis reveals functionally relevant biomarkers of early brain development and their regulatory footprints in human embryonic stem cells (hESCs).
Md Alamin, Most Humaira Sultana, Isaac Adeyemi Babarinde, A K M Azad, Mohammad Ali Moni

Brief Bioinform· March 2024

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BOO-ST and CBCEC: two novel hybrid machine learning methods aim to reduce the mortality of heart failure patients.
Ananda Sutradhar, Mustahsin Al Rafi, F M Javed Mehedi Shamrat, Pronab Ghosh, Subrata Das, A K M Azad

Sci Rep· December 2023

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Identification of genetic biomarkers, drug targets and agents for respiratory diseases utilising integrated bioinformatics approaches.
Fee Faysal Ahmed, Arnob Dip Das, Mst Joynab Sumi, Md Zohurul Islam, Md Shahedur Rahman, A K M Azad

Sci Rep· November 2023

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FP-CNN: Fuzzy pooling-based convolutional neural network for lung ultrasound image classification with explainable AI.
Md Mahmodul Hasan, Muhammad Minoar Hossain, Mohammad Motiur Rahman, Akm Azad, Salem A Alyami

Comput Biol Med· October 2023

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Cancer Classification Utilizing Voting Classifier with Ensemble Feature Selection Method and Transcriptomic Data.
Rabea Khatun, Maksuda Akter, Md Manowarul Islam, Md Ashraf Uddin, Md Alamin Talukder, Akm Azad

Genes (Basel)· September 2023

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An Explainable EEG-Based Human Activity Recognition Model Using Machine-Learning Approach and LIME.
Iqram Hussain, Rafsan Jany, Richard Boyer, Akm Azad, Salem A Alyami

Sensors (Basel)· August 2023

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WheatSpikeNet: an improved wheat spike segmentation model for accurate estimation from field imaging.
M A Batin, Muhaiminul Islam, Md Mehedi Hasan, Akm Azad, Salem A Alyami

Front Plant Sci· August 2023

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Binocular Rivalry Impact on Macroblock-Loss Error Concealment for Stereoscopic 3D Video Transmission.
Md Mehedi Hasan, Md Azam Hossain, Naif Alotaibi, John F Arnold, Akm Azad

Sensors (Basel)· March 2023

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Adverse Effects of COVID-19 Vaccination: Machine Learning and Statistical Approach to Identify and Classify Incidences of Morbidity and Postvaccination Reactogenicity.
Md Martuza Ahamad, Sakifa Aktar, Md Jamal Uddin, Md Rashed-Al-Mahfuz, A K M Azad

Healthcare (Basel)· December 2022

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Particle Swarm Optimized Fuzzy CNN With Quantitative Feature Fusion for Ultrasound Image Quality Identification.
Muhammad Minoar Hossain, Md Mahmodul Hasan, Md Abdur Rahim, Mohammad Motiur Rahman, Mohammad Abu Yousuf, Akm Azad

IEEE J Transl Eng Health Med· October 2022

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dRNASb: a systems biology approach to decipher dynamics of host-pathogen interactions using temporal dual RNA-seq data.
Mojdeh Dinarvand, Forrest C Koch, Daniel Al Mouiee, Kaylee Vuong, Abhishek Vijayan, A K M Azad

Microb Genom· September 2022

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A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models.
Nahid Ferdous Aurna, Mohammad Abu Yousuf, Kazi Abu Taher, A K M Azad, Mohammad Ali Moni

Comput Biol Med· July 2022

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Deep CNN-LSTM With Self-Attention Model for Human Activity Recognition Using Wearable Sensor.
Mst Alema Khatun, Mohammad Abu Yousuf, Sabbir Ahmed, Md Zia Uddin, Salem A Alyami, Akm Azad

IEEE J Transl Eng Health Med· July 2022

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Early-Stage Detection of Ovarian Cancer Based on Clinical Data Using Machine Learning Approaches.
Md Martuza Ahamad, Sakifa Aktar, Md Jamal Uddin, Tasnia Rahman, Salem A Alyami, Akm Azad

J Pers Med· July 2022

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