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Results for “"Md Nazmul Islam Shuzan"”

13 results

Estimating Blood Pressure from the Photoplethysmogram Signal and Demographic Features Using Machine Learning Techniques

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Moajjem Hossain Chowdhury, Md Nazmul Islam Shuzan, Muhammad E.H. Chowdhury, Zaid B. Mahbub et al.

Journal: SensorsYear: 2020Citations: 228

Hypertension is a potentially unsafe health ailment, which can be indicated directly from the blood pressure (BP). Hypertension always leads to other health complications. Continuous monitoring of BP is very important; however, cuff-based BP measurements are discrete and uncomfortable to the user. T...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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A Novel Non-Invasive Estimation of Respiration Rate From Motion Corrupted Photoplethysmograph Signal Using Machine Learning Model

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Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Md Shafayet Hossain, Muhammad E. H. Chowdhury et al.

Journal: IEEE AccessYear: 2021Citations: 58

Respiratory ailments such as asthma, chronic obstructive pulmonary disease (COPD), pneumonia, and lung cancer are life-threatening. Respiration rate (RR) is a vital indicator of the wellness of a patient. Continuous monitoring of RR can provide early indication and thereby save lives. However, a rea...

Physical SciencesEngineeringBiomedical EngineeringOpen Access
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Machine learning-based classification of healthy and impaired gaits using 3D-GRF signals

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Md Nazmul Islam Shuzan, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Amith Khandakar et al.

Journal: Biomedical Signal Processing and ControlYear: 2022Citations: 29
Physical SciencesEngineeringBiomedical Engineering
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LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams

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Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md Ali et al.

Journal: Biomedical Signal Processing and ControlYear: 2023Citations: 24
Physical SciencesEngineeringBiomedical Engineering
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The Design of a Novel Multi-Purpose Fire Fighting Robot with Video Streaming Capability

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Md. Aowrongajab Uaday, Md Nazmul Islam Shuzan, Saffan Shanewaze, Rakibol Islam Rakib et al.

Year: 2019Citations: 15

In this work we introduce a novel design of a multi-purpose fire-fighting robot which, with the help of a streaming video camera attached to it, transmits live video from its surroundings to a remote location from where the robot can be controlled. The robot can be mobilized and directed to the spot...

Physical SciencesEngineeringSafety, Risk, Reliability and Quality
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PPG2RespNet: a deep learning model for respirational signal synthesis and monitoring from photoplethysmography (PPG) signal

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Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Saadia Binte Alam, Mamun Bin Ibne Reaz et al.

Journal: Physical and Engineering Sciences in MedicineYear: 2024Citations: 7

Breathing conditions affect a wide range of people, including those with respiratory issues like asthma and sleep apnea. Smartwatches with photoplethysmogram (PPG) sensors can monitor breathing. However, current methods have limitations due to manual parameter tuning and pre-defined features. To add...

Physical SciencesEngineeringBiomedical Engineering
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Detection of Diabetes Using 1D Convolutional Neural Network from Short Time PPG Signal

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Md. Shaheenur Islam Sumon, Tasmir Ahmed, Muntakim Mahmud Khan, Md. Mezbah Ahmed Mahedi et al.

Year: 2023Citations: 5

Diabetes is a prevalent and chronic condition requiring effective surveillance and categorization. In recent years, the analysis of physiological signals, such as photoplethysmography (PPG), has arisen as a promising detection and classification technique for diabetes. The main focus of this study i...

Physical SciencesEngineeringBiomedical Engineering
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Towards an Improved Eigensystem Realization Algorithm for Low-Error Guarantees

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Mohammad N. Murshed, Moajjem Hossain Chowdhury, Md Nazmul Islam Shuzan, M. Monir Uddin

Journal: Algorithms for intelligent systemsYear: 2021Citations: 2

Eigensystem Realization Algorithm (ERA) is a tool that can produce a reduced order model (ROM) from just input-output data of a given system. ERA creates the ROM while keeping the number of internal states to a minimum level. This was first implemented by Juang and Pappa (1984) to analyze the vibrat...

Physical SciencesEngineeringCivil and Structural Engineering
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A computationally effective time-restricted stability preserving <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e1545" altimg="si3.svg"> <mml:msub> <mml:mrow> <mml:mi mathvariant="script">H</mml:mi> </mml:mrow> <mml:mrow> <mml:mn>2</mml:mn> </mml:mrow> </mml:msub> </mml:math> -optimal model order reduction approach

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Xin Du, Kife I. Bin Iqbal, M. Monir Uddin, Md. Tanzim Hossain et al.

Journal: Results in Control and OptimizationYear: 2023Citations: 1

Several approaches for reducing model order on the definite time segments have become the topic of investigation in a series of papers that bring challenges during application in a large-scale setting. The subject of discussion of this paper is the computationally efficient time-restricted H2-optima...

Physical SciencesPhysics and AstronomyStatistical and Nonlinear PhysicsOpen Access
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Iterative Rational Krylov Algorithms for model reduction of a class of constrained structural dynamic system with Engineering applications

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Xin Du, M. Monir Uddin, A. Mostakim Fony, Md. Tanzim Hossain et al.

Journal: Numerical Algebra Control and OptimizationYear: 2021Citations: 1

&lt;p style='text-indent:20px;'&gt;This paper discusses model order reduction of large sparse second-order index-3 differential algebraic equations (DAEs) by applying Iterative Rational Krylov Algorithm (IRKA). In general, such DAEs arise in constraint mechanics, multibody dynamics, mechatronics and...

Physical SciencesPhysics and AstronomyStatistical and Nonlinear PhysicsOpen Access
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IoT and Computer Vision-Based Electronic Voting System

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Md Nazmul Islam Shuzan, Mahmudur Rashid, Md. Aowrongajab Uaday, M. Monir Uddin

Journal: Advances in intelligent systems and computingYear: 2020Citations: 1
Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Smart Entrance System Using Computer Vision at Corporate Environment

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Shafqat Khan, Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Mohaiminul Alam

Year: 2019Citations: 1

In this paper, a system has been proposed that can be used to a corporate office to log in their employees. Under this system, process involves, face detection using Viola-Jones Algorithm. The alignment of the face is corrected if there has seen any tortuous neck of an employee by applying Kazemi al...

Physical SciencesComputer ScienceComputer Vision and Pattern Recognition
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Iterative Rational Krylov Algorithms for model reduction of a class of constrained structural dynamic system with Engineering applications

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Xin Du, M. Monir Uddiny, A. Mostakim Fonyz, Md. Tanzim Hossainx et al.

Journal: arXiv (Cornell University)Year: 2021

This paper discusses model order reduction of large sparse second-order index-3 differential algebraic equations (DAEs) by applying Iterative Rational Krylov Algorithm (IRKA). In general, such DAEs arise in constraint mechanics, multibody dynamics, mechatronics and many other branches of sciences an...

Physical SciencesPhysics and AstronomyStatistical and Nonlinear PhysicsOpen Access
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