Imrus Salehin

, , ,.

About

Currently, I work as a Research Assistant (RA) in the AI-Based Medical Imaging (AMI) Lab in Busan, ‎South Korea. I have completed an MS Degree in CSE from Dongseo University. I have completed a BSc. in Computer Science & Engineering from Daffodil International University, Bangladesh.Moreover, I have published my research works in reputed national and international journals & conferences and served as a reviewer in multiple reputed conferences and journals. The main interesting research fields are Deep Learning, Machine Learning, AutoML, Data Science, Transfer Learning, and IoT. Also, research interests include AI-based Energy and Computer vision. Furthermore, I was awarded as a Researcher in 2020, 2021 & 2022 from Daffodil International University for my outstanding research contribution.

Work

Pusan National University

Research Assistant (RA)

, , Korea (Republic of)

Mar 2024→ Present

Summary

Education

Dongseo University

, , Korea (Republic of)

Mar 2022→ Feb 2024

MSc in Engineering

Daffodil International University

, , Bangladesh

Jan 2017→ Apr 2021

BSc In Engineering

Publications

IQ-UltraRecon: Demodulated IQ ultrasound dataset of human hand and arm tissue for deep learning-based reconstruction

Data in Brief

Jan 2025

journal-article

DeepUS-ReconSeg: A multi-angle paired B-mode Ultrasound dataset for medical imaging reconstruction and segmentation

Data in Brief

Jan 2025

journal-article

IQ-UltraRecon: Demodulated IQ Ultrasound Dataset of Human Hand and Arm Tissue for Deep Learning-Based Reconstruction

Data in Brief

Jan 2025

journal-article

Systematic Literature Review of LLM‐Large Language Model in Medical: Digital Health, Technology and Applications

Engineering Reports

Jan 2025

journal-article

CSD: Channel Selection Dropout for Regularization of Convolutional Neural Networks

IEEE Access

Jan 2025

journal-article

Enhancing Free-hand 3D Photoacoustic and Ultrasound Reconstruction using Deep Learning

IEEE Transactions on Medical Imaging

Jan 2025

journal-article

RHMCD-20 dataset: Identify rapid human mental health depression during quarantine life using machine learning

Data in Brief

Jan 2024

journal-article

RHMCD-20 dataset: Identify rapid human mental health depression during quarantine life using machine learning

Data in Brief

Jan 2024

journal-article

BAU-Insectv2: An agricultural plant insect dataset for deep learning and biomedical image analysis

Data in Brief

Jan 2024

journal-article

Electricity energy dataset “BanE-16”: Analysis of peak energy demand with environmental variables for machine learning forecasting

Data in Brief

Jan 2024

journal-article

AutoML: A systematic review on automated machine learning with neural architecture search

Journal of Information and Intelligence

Jan 2024

journal-article

A Review on Dropout Regularization Approaches for Deep Neural Networks within the Scholarly Domain

Electronics

Jan 2023

journal-article

A Review on Dropout Regularization Approaches for Deep Neural Networks within the Scholarly Domain

Electronics

Jan 2023

journal-article

A Review on Dropout Regularization Approaches for Deep Neural Networks within the Scholarly Domain

Electronics

Jan 2023

journal-article

Real‐Time Medical Image Classification with ML Framework and Dedicated CNN–LSTM Architecture

Journal of Sensors

Jan 2023

journal-article

A Novel Approach to Bat Protection IoT-Based Ultrasound System of Smart Farming

Jan 2023

book-chapter

Hybrid Convolution Neural Network with Transfer Learning Approach for Agro-Crop Leaf Disease Identification

Jan 2023

book-chapter

Tidal Power Plant Exploration: Low Head Water Turbine in Barrage System

2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)

Jan 2022

other

Analysis of student sentiment during video class with multi-layer deep learning approach

International Journal of Electrical and Computer Engineering (IJECE)

Jan 2022

journal-article

A Dynamic Study on Energy Forecasts and The Potential of Renewable Energy Sources

2022 IEEE Delhi Section Conference (DELCON)

Jan 2022

other

An advanced intelligence system in customer online shopping behavior and satisfaction analysis

Current Research in Behavioral Sciences

Jan 2021

journal-article

An advanced intelligence system in customer online shopping behavior and satisfaction analysis

Current Research in Behavioral Sciences

Jan 2021

journal-article

An Advanced Intelligence System in Customer Online Shopping Behavior and Satisfaction Analysis

Current Research in Behavioral Sciences

Jan 2021

journal-article

A Computer Vision System for the Categorization of Citrus Fruits Using Convolutional Neural Network

2021 International Symposium on Electronics and Smart Devices (ISESD)

Jan 2021

other

A computer vision system for the categorization of citrus fruits using convolutional neural network

Proceeding - 2021 International Symposium on Electronics and Smart Devices: Intelligent Systems for Present and Future Challenges, ISESD 2021

Jan 2021

conference-paper

A Smart Polluted Water Overload Drainage Detection and Alert System: Based on IoT

2021 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)

Jan 2021

other

A Smart Polluted Water Overload Drainage Detection and Alert System: Based on IoT

2021 International Mobile, Intelligent, and Ubiquitous Computing Conference, MIUCC 2021

Jan 2021

conference-paper

Impact on Human Mental Behavior after Pass through a Long Time Home Quarantine Using Machine Learning

International Journal of Education and Management Engineering

Jan 2021

journal-article

A survey on Healthy Food Demand and Diseases Factors in Urban and Rural Area: Prospective on Bangladesh

2021 IEEE 6th International Conference on Computing, Communication and Automation (ICCCA)

Jan 2021

other

IFSG: Intelligence agriculture crop-pest detection system using IoT automation system

Indonesian Journal of Electrical Engineering and Computer Science

Jan 2021

journal-article

Movie Subtitle Document Classification Using Unsupervised Machine Learning Approach

2021 IEEE 6th International Conference on Computing, Communication and Automation (ICCCA)

Jan 2021

other

Multilabel Movie Genre Classification from Movie Subtitle: Parameter Optimized Hybrid Classifier

2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)

Jan 2021

other

Multilabel Movie Genre Classification from Movie Subtitle: Parameter Optimized Hybrid Classifier

International Symposium on Advanced Electrical and Communication Technologies (ISAECT)

Jan 2021

conference-paper

Natural language processing based advanced method of unnecessary video detection

International Journal of Electrical and Computer Engineering

Jan 2021

journal-article

An Advanced Method of Treating Agricultural Crops Using Image Processing Algorithms and Image Data Processing Systems

2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA)

Jan 2020

other

An Advanced Method of Treating Agricultural Crops Using Image Processing Algorithms and Image Data Processing Systems

2020 IEEE 5th International Conference on Computing Communication and Automation, ICCCA 2020

Jan 2020

conference-paper

Human Behaviour Impact to Use of Smartphones with the Python Implementation Using Naive Bayesian

2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Jan 2020

other

Human Behaviour Impact to Use of Smartphones with the Python Implementation Using Naive Bayesian

2020 11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020

Jan 2020

conference-paper

An Artificial Intelligence Based Rainfall Prediction Using LSTM and Neural Network

2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)

Jan 2020

other

An Artificial Intelligence Based Rainfall Prediction Using LSTM and Neural Network

Proceedings of 2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering, WIECON-ECE 2020

Jan 2020

conference-paper

An Artificial Intelligence Based Rainfall Prediction Using LSTM and Neural Network

Proceedings of Ieee International Women in Engineering (wie) Conference on Electrical and Computer Engineering (wiecon-ece)

Jan 2020

journal-article