Md Fashiar Rahman, Ph.D.

Md Fashiar Rahman, Ph.D.

Assistant Professor

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Uncertainty-Guided Semi-Supervised (UGSS) Mean Teacher Framework for Brain Hemorrhage Segmentation and Volume Quantification

Published in Biomedical Signal Processing and Control, 2024

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Recommended citation: Emon, Solayman Hossain, Tzu-Liang Bill Tseng, Michael Pokojovy, Scott Moen, Peter McCaffrey, Eric Walser, Alexander Vo, and Md Fashiar Rahman* "Uncertainty-Guided Semi-Supervised (UGSS) Mean Teacher Framework for Brain Hemorrhage Segmentation and Volume Quantification." Biomedical Signal Processing and Control 102 (2025): 107386.
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Machine-Learning-Enabled Diagnostics with Improved Visualization of Disease Lesions in Chest X-ray Images

Published in Diagnostics, 2024

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Recommended citation: Rahman, Md Fashiar, Tzu-Liang (Bill) Tseng, Michael Pokojovy, Peter McCaffrey, Eric Walser, Scott Moen, Alex Vo, and Johnny C. Ho. 2024. "Machine-Learning-Enabled Diagnostics with Improved Visualization of Disease Lesions in Chest X-ray Images" Diagnostics 14, no. 16: 1699.
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β-Glucan-Mediated Oral Codelivery of 5FU and Bcl2 siRNA Attenuates Stomach Cancer

Published in ACS Applied Materials & Interfaces, 2023

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Recommended citation: Afrin, Humayra, Stephanie Vargas Esquivel, Raj Kumar, Md Ikhtiar Zahid, Beu Oporeza, Md Fashiar Rahman, Thomas Boland, and Md Nurunnabi. "β-Glucan-Mediated Oral Codelivery of 5FU and Bcl2 siRNA Attenuates Stomach Cancer." ACS Applied Materials & Interfaces 15, no. 27 (2023): 32188-32200.
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Time-to-event modeling for hospital length of stay prediction for COVID-19 patients

Published in Machine Learning with Applications, 2022

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Recommended citation: Wen, Yuxin, Md Fashiar Rahman, Yan Zhuang, Michael Pokojovy, Honglun Xu, Peter McCaffrey, Alexander Vo, Eric Walser, Scott Moen, and Tzu-Liang Bill Tseng. "Time-to-event modeling for hospital length of stay prediction for COVID-19 patients." Machine learning with applications 9 (2022): 100365.
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Estimation of fuel consumption and selection of the most carbon-efficient route for cold-chain logistics

Published in International Journal of Systems Science: Operations & Logistics, 2022

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Recommended citation: Habibur Rahman, Md., Md. Fashiar Rahman, and Tzu-Liang (Bill) Tseng. 2022. “Estimation of Fuel Consumption and Selection of the Most Carbon-Efficient Route for Cold-Chain Logistics.” International Journal of Systems Science: Operations & Logistics 10 (1).
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An interpretable multi-task system for clinically applicable COVID-19 diagnosis using CXR

Published in Journal of X-Ray Science and Technology, 2022

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Recommended citation: Zhuang, Yan, Md Fashiar Rahman, Yuxin Wen, Michael Pokojovy, Peter McCaffrey, Alexander Vo, Eric Walser, Scott Moen, Honglun Xu, and Tzu-Liang Tseng. "An interpretable multi-task system for clinically applicable COVID-19 diagnosis using CXR." Journal of X-Ray Science and Technology 30, no. 5 (2022): 847-862.
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Improving lung region segmentation accuracy in chest X-ray images using a two-model deep learning ensemble approach

Published in Journal of Visual Communication and Image Representation, 2022

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Recommended citation: Rahman, Md Fashiar, Yan Zhuang, Tzu-Liang Bill Tseng, Michael Pokojovy, Peter McCaffrey, Eric Walser, Scott Moen, and Alex Vo. "Improving lung region segmentation accuracy in chest X-ray images using a two-model deep learning ensemble approach." Journal of Visual Communication and Image Representation 85 (2022): 103521.
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A deep learning-based approach to extraction of filler morphology in SEM images with the application of automated quality inspection

Published in Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 2022

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Recommended citation: Rahman, Md Fashiar, Tzu-Liang Bill Tseng, Jianguo Wu, Yuxin Wen, and Yirong Lin. "A deep learning-based approach to extraction of filler morphology in SEM images with the application of automated quality inspection." AI EDAM 36 (2022): e15.
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Automatic morphological extraction of fibers from SEM images for quality control of short fiber-reinforced composites manufacturing

Published in CIRP Journal of Manufacturing Science and Technology, 2021

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Recommended citation: Rahman, Md Fashiar, Jianguo Wu, and Tzu Liang Bill Tseng. "Automatic morphological extraction of fibers from SEM images for quality control of short fiber-reinforced composites manufacturing." CIRP Journal of Manufacturing Science and Technology 33 (2021): 176-187.
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Data mining in telemedicine

Published in Advances in Telemedicine for Health Monitoring: Technologies, Design and Applications, 2020

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Recommended citation: Rahman, Md Fashiar, Yuxin Wen, Honglun Xu, Tzu-Liang Bill Tseng, and Satya Akundi. "Data mining in telemedicine." Advances in Telemedicine for Health Monitoring: Technologies, Design and Applications (2020): 103-131.
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Conference Papers

Development of digital laboratory modules using computer simulation for enhanced learning experience in manufacturing education

Published in Manufacturing Letters, 2025

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Recommended citation: Rahman, SM Atikur, Selim Molla, Jakia Sultana, Richard Y. Chiou, Tzu-Liang Bill Tseng, and Md Fashiar Rahman. "Development of digital laboratory modules using computer simulation for enhanced learning experience in manufacturing education." Manufacturing letters (2025).
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Virtual Reality Wind Turbine for Learning Green Energy Manufacturing

Published in 2024 American Society of Engineering Education Annual Conference and Exposition, 2024

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Recommended citation: Chiou, Richard, Isher Singh, Arjuna Karthikeyan Senthilvel Kavitha, Tzu-liang Bill Tseng, Md Fashiar Rahman, and Nijanthan Vasudevan. "Virtual Reality Wind Turbine for Learning Green Energy Manufacturing." In 2024 ASEE Annual Conference & Exposition. 2024.
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Virtual Reality Robotics with Internet-of-Things for Student Learning on Industrial Robotics and Automation in Manufacturing

Published in 2024 American Society of Engineering Education Annual Conference and Exposition, 2024

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Recommended citation: Chiou, Richard, Tzu-liang Bill Tseng, and Md Fashiar Rahman. "Virtual Reality Robotics with Internet-of-Things for Student Learning on Industrial Robotics and Automation in Manufacturing." In 2024 ASEE Annual Conference & Exposition. 2024.
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Empowering Quality Excellence: A 10-Day Quality Engineering Boot Camp for Accelerated Learning

Published in 2024 American Society of Engineering Education Annual Conference and Exposition, 2024

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Recommended citation: Sultana, Jakia, Md Fashiar Rahman, Christopher Colaw, and Tzu-liang Bill Tseng. "Empowering Quality Excellence: A 10-Day Quality Engineering Boot Camp for Accelerated Learning." In 2024 ASEE Annual Conference & Exposition. 2024.
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Automatic hemorrhage segmentation in brain CT scans using curriculum-based semi-supervised learning.

Published in Medical Imaging 2024: Image Processing, 2024

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Recommended citation: Emon, Solayman Hossain, Tzu-Liang Bill Tseng, Michael Pokojovy, Peter McCaffrey, Scott Moen, and Md Fashiar Rahman*. "Automatic hemorrhage segmentation in brain CT scans using curriculum-based semi-supervised learning." In Medical Imaging 2024: Image Processing, vol. 12926, pp. 644-650. SPIE, 2024.
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Exploring Student Learning Experience of Systems Engineering Course Developed for Manufacturing and Industrial Engineering Graduates

Published in 2023 American Society of Engineering Education Annual Conference and Exposition, 2023

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Recommended citation: Akundi, Aditya, Immanuel A. Edinbarough, Md Fashiar Rahman, Amit Lopes, and Sergio Luna. "Exploring Student Learning Experience of Systems Engineering Course Developed for Manufacturing and Industrial Engineering Graduates." (2023).
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Implementation and Assessment of an Integrated Extended Reality Renewable Energy Laboratory for Enhanced Learning

Published in 2023 American Society of Engineering Education Annual Conference and Exposition, 2023

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Recommended citation: Husanu, Irina Nicoleta Ciobanescu, Richard Chiou, and Md Fashiar Rahman. "Implementation and Assessment of an Integrated Extended Reality Renewable Energy Laboratory for Enhanced Learning." In 2023 ASEE Annual Conference & Exposition. 2023.
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Smart Manufacturing for Underserved Workforce Development

Published in 2022 American Society of Engineering Education Annual Conference and Exposition, 2022

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Recommended citation: Lopes, Amit, Ivan Renteria Marquez, Md Fashiar Rahman, Tzu-liang Tseng, and Sergio Luna. "Smart Manufacturing for Underserved Workforce Development." In 2022 ASEE Annual Conference & Exposition. 2022.
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Exploring the Quality of Course Deployment in Engineering Education: A Quantitative Assessment using Quality Function Deployment

Published in 2022 American Society of Engineering Education Annual Conference and Exposition, 2022

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Recommended citation: Tseng, Tzu-liang, Md Fashiar Rahman, Aditya Akundi, and Richard Chiou. "Exploring the Quality of Course Deployment in Engineering Education: A Quantitative Assessment using Quality Function Deployment." In 2022 ASEE Annual Conference & Exposition. 2022.
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An automatic approach to lung region segmentation in chest x-ray images using adapted U-Net architecture

Published in Medical Imaging 2021: Physics of Medical Imaging, 2021

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Recommended citation: Rahman, Md Fashiar, Tzu-Liang Bill Tseng, Michael Pokojovy, Wei Qian, Basavarajaiah Totada, and Honglun Xu. "An automatic approach to lung region segmentation in chest X-ray images using adapted U-Net architecture." In Medical Imaging 2021: Physics of Medical Imaging, vol. 11595, pp. 894-901. SPIE, 2021.
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Automated Fiber Extraction From SEM Images With Application to Quality Control of Fiber-Reinforced Composites Manufacturing

Published in ASME 2018 13th International Manufacturing Science and Engineering Conference, 2018

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Recommended citation: Rahman, Md Fashiar, Jianguo Wu, and Bill Tseng. "Automated fiber extraction from SEM images with application to quality control of fiber-reinforced composites manufacturing." In International Manufacturing Science and Engineering Conference, vol. 51371, p. V003T02A037. American Society of Mechanical Engineers, 2018.
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