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Journal Articles

Infants Sucking Pattern Identification Using Machine-Learned Computational Modeling

Abdullahi Olapojoye, Abhishek Singh, Eri Nishi, Baowei Fei, Aria Nostratinia, Fatemeh Hassanipour
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. August 2025, 8(3): 031003.
Paper No: JESMDT-24-1059
https://doi.org/10.1115/1.4066459
Published Online: September 30, 2024
View Article titled, Infants Sucking Pattern Identification Using Machine-Learned Computational Modeling
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Topics: Algorithms, Computer simulation, Convolutional neural networks, Health care, Machine learning, Machinery, Sensors, Time series, Artificial neural networks, Optimization
Journal Articles

Machine Learning for Early Breast Cancer Detection

Nure Alam Chowdhury, Lulu Wang, Linxia Gu, Mehmet Kaya
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Review Articles
ASME J of Medical Diagnostics. February 2025, 8(1): 010801.
Paper No: JESMDT-24-1017
https://doi.org/10.1115/1.4065756
Published Online: July 26, 2024
View Article titled, Machine Learning for Early Breast Cancer Detection
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Topics: Cancer, Machine learning, Machinery, Magnetic resonance imaging, Ultrasound, Thermography, Mammography, Imaging, Convolutional neural networks
Journal Articles

Unaligned Hip Radiograph Assessment Utilizing Convolutional Neural Networks for the Assessment of Developmental Dysplasia of the Hip

Sheridan Perry, Matthew Folkman, Takara O'Brien, Lauren A. Wilson, Eric Coyle, Raymond W. Liu, Charles T. Price, Victor A. Huayamave
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. November 2024, 7(4): 041003.
Paper No: JESMDT-23-1082
https://doi.org/10.1115/1.4064988
Published Online: April 2, 2024
View Article titled, Unaligned Hip Radiograph Assessment Utilizing Convolutional Neural Networks for the Assessment of Developmental Dysplasia of the Hip
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Topics: Algorithms, Biomedicine, Convolutional neural networks, Machine learning, Statistical analysis
Journal Articles

Wearable Sleep Monitoring System Based on Machine Learning Using Snoring Sound Signal

Yi Xin, Rui Li, Xuefeng Song, Yuqi Wang, Hanshuo Zhang, Zhiying Chen
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. May 2024, 7(2): 021001.
Paper No: JESMDT-23-1031
https://doi.org/10.1115/1.4063395
Published Online: October 3, 2023
View Article titled, Wearable Sleep Monitoring System Based on Machine Learning Using Snoring Sound Signal
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Topics: Machine learning, Signals, Sleep, Artificial neural networks, Monitoring systems
Journal Articles

Inducing Vascular Grammars for Anomaly Classification in Brain Angiograms

Mark E. Whiting, Joseph Mettenburg, Enrico M. Novelli, Tales Santini, Tiago Martins, Tamer S. Ibrahim, Philip R. LeDuc, Jonathan Cagan
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. May 2022, 5(2): 021002.
Paper No: JESMDT-21-1016
https://doi.org/10.1115/1.4053424
Published Online: February 23, 2022
View Article titled, Inducing Vascular Grammars for Anomaly Classification in Brain Angiograms
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Topics: Biomedicine, Brain, Design, Electromagnetic induction, Pipelines, Shapes, Vessels, Machine learning, Magnetic resonance imaging, Flight
Journal Articles

Harvesting Brain Signal Using Machine Learning Methods

Kevin Matsuno, Vidya Nandikolla
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. February 2022, 5(1): 011005.
Paper No: JESMDT-21-1001
https://doi.org/10.1115/1.4053064
Published Online: January 12, 2022
View Article titled, Harvesting Brain Signal Using Machine Learning Methods
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Topics: Brain, Computers, Control equipment, Electrodes, Engines, Motors, Signals, Errors, Machine learning
Journal Articles

Machine Learning-Driven Individualized Gait Rehabilitation: Classification, Prediction, and Mechanism Design

Amol Loya, Shrinath Deshpande, Anurag Purwar
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. May 2020, 3(2): 021105.
Paper No: JESMDT-19-1043
https://doi.org/10.1115/1.4046321
Published Online: March 11, 2020
View Article titled, Machine Learning-Driven Individualized Gait Rehabilitation: Classification, Prediction, and Mechanism Design
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Topics: Artificial neural networks, Design, Diseases, Linkages, Machine learning, Machinery, Polynomials, Weight (Mass), Regression models, Cycles
Journal Articles

Applying Machine Learning Methods Toward Classification Based on Small Datasets: Application to Shoulder Labral Tears

Daniel R. Clymer, Jason Long, Carmen Latona, Sam Akhavan, Philip LeDuc, Jonathan Cagan
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. February 2020, 3(1): 011004.
Paper No: JESMDT-19-1032
https://doi.org/10.1115/1.4044645
Published Online: October 21, 2019
View Article titled, Applying Machine Learning Methods Toward Classification Based on Small Datasets: Application to Shoulder Labral Tears
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Topics: Algorithms, Artificial neural networks, Biomedical imaging, Imaging, Machine learning, Magnetic resonance imaging, Databases, Filters, Biomedicine, Optimization