Bio-Imaging Research Lab

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Published Journal Papers

Title

Year

1.

Unlocking the potential of XAI for improved alzheimer’s disease detection and classification using a ViT-GRU model

SM Mahim, MS Ali, MO Hasan, AAN Nafi, A Sadat, S Al Hasan, B Shareef, …

IEEE Access

2024

2.

Transfer learning and local interpretable model agnostic based visual approach in monkeypox disease detection and classification: A deep learning insights

MM Ahsan, TA Abdullah, MS Ali, F Jahora, MK Islam, AG Alhashim, …

arXiv preprint arXiv:2211.05633

2024

3.

Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach

MK Islam, MM Rahman, MS Ali, SM Mahim, MS Miah

Image and Vision Computing 142, 104918

2024

4.

Enhancing breast cancer segmentation and classification: An Ensemble Deep Convolutional Neural Network and U-net approach on ultrasound images

MR Islam, MM Rahman, MS Ali, AAN Nafi, MS Alam, TK Godder, MS Miah, …

Machine Learning with Applications 16, 100555

2024

5.

VashaNet: An automated system for recognizing handwritten Bangla basic characters using deep convolutional neural network

M Raquib, MA Hossain, MK Islam, MS Miah

Machine Learning with Applications 17, 100568

2024

6.

Brain tumor detection and classification in MRI using hybrid ViT and GRU model with explainable AI in Southern Bangladesh

MM Ahmed, MM Hossain, MR Islam, MS Ali, AAN Nafi, MF Ahmed, …

Scientific Reports 14 (1), 22797

2024

7.

TransMixer-AF: Advanced Real-Time Detection of Atrial Fibrillation Utilizing Single-Lead Electrocardiogram Signals

SM Mahim, ME Hossen, S Al Hasan, MK Islam, Z Iqbal, …

IEEE Access

2024

8.

Dynamical analysis of a fractional SVEIHRP mathematical model for COVID-19 transmission in the perspective of Bangladesh

M Asaduzzaman, M Khairul Islam, H Bulut, K Das

International Journal of Biomathematics

2024

9.

Deep transfer learning approaches for Monkeypox disease diagnosis

MM Ahsan, MR Uddin, MS Ali, MK Islam, M Farjana, AN Sakib, …

Expert Systems with Applications 216, 119483

2023

10.

A novel approach for best parameters selection and feature engineering to analyze and detect diabetes: Machine learning insights

MS Ali, MK Islam, AA Das, DUS Duranta, MF Haque, MH Rahman

BioMed Research International 2023 (1), 8583210

2023

11.

Enhancing lung abnormalities detection and classification using a Deep Convolutional Neural Network and GRU with explainable AI: A promising approach for accurate diagnosis

MK Islam, MM Rahman, MS Ali, SM Mahim, MS Miah

Machine Learning with Applications 14, 100492

2023

12.

Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI

MM Hossain, MS Ali, MM Ahmed, MRH Rakib, MA Kona, S Afrin, MK Islam, …

Informatics in Medicine Unlocked 42, 101370

2023

13.

Enhancing Atrial Fibrillation detection accuracy: A wavelet transform filtered single lead ECG signal analysis with artificial neural networks and novel feature extraction

DUS Duranta, MS Ali, AA Das, MM Rahman, MM Ahsan, MS Miah, …

Machine Learning with Applications 12, 100472

2023

14.

An Enhanced Technique of COVID‐19 Detection and Classification Using Deep Convolutional Neural Network from Chest X‐Ray and CT Images

MK Islam, MM Rahman, MS Ali, MS Miah, MH Rahman

BioMed Research International 2023 (1), 6341259

2023

15.

Machine Learning and Blockchain-based Privacy-aware: Cognitive Radio Internet of Things

MS Hossain, KM Ahmed, MK Islam, MM Rahman, MS Miah, M Niu

Applied Intelligence for Industry 4.0, 11-26

 2023

16.

Investigation and Performance Analysis of Call Admission Control in WCDMA system to find optimum parameters

MK Islam, MM Rahman, TK Godder, MS Miah

change 1 (2), 3

 2023

17.

An ensemble classification approach for cervical cancer prediction using behavioral risk factors

MS Ali, MM Hossain, MA Kona, KR Nowrin, MK Islam

Healthcare Analytics 5, 100324

2023

18.

Automated detection and characterization of colon cancer with deep convolutional neural networks

MI Hasan, MS Ali, MH Rahman, MK Islam

Journal of Healthcare Engineering 2022 (1), 5269913

2022

19.

Brain tumor detection in MR image using superpixels, principal component analysis and template based K-means clustering algorithm

MK Islam, MS Ali, MS Miah, MM Rahman, MS Alam, MA Hossain

Machine Learning with Applications 5, 100044

2021

20.

An enhanced technique of skin cancer classification using deep convolutional neural network with transfer learning models

MS Ali, MS Miah, J Haque, MM Rahman, MK Islam

Machine Learning with Applications 5, 100036

2021

21.

Human Brain Tumor Detection using K-means Segmentation and Improved Support Vector Machine

MK Islam, MS Ali, AA Das, DUS Duranta, MS Alam

2020

22.

Enhanced sensing and sum-rate analysis in a cognitive radio-based internet of things

MS Miah, KM Ahmed, MK Islam, MAR Mahmud, MM Rahman, H Yu

Sensors 20 (9), 2525

2020

23.

Automatic human brain tumor detection in MRI image using template-based K means and improved fuzzy C means clustering algorithm

MS Alam, MM Rahman, MA Hossain, MK Islam, KM Ahmed, KT Ahmed, …

Big Data and Cognitive Computing 3 (2), 27

2019

24.

Unscented kalman filter based on spectrum sensing in a cognitive radio network using an adaptive fuzzy system

MR Amin, MM Rahman, MA Hossain, MK Islam, KM Ahmed, BC Singh, …

Big Data and Cognitive Computing 2 (4), 39

2018

25.

Investigation and Improving of Call Admission Control and Load Estimation in WCDMA system

MK Islam, MM Rahman, MA Hossain, TK Godder, MS Miah

 2015

26.

Performance analysis of downlink power control in WCDMA system

MM Rahman, K Islam, T Hassan-Al-Mahmud, AR Mahmud

International Journal of Scientific & Engineering Research 3 (8), 1-6

2012