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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

Neural Network Modeling of a Stereolithography Printed Mesostructure

Anne Schmitz
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Technical Briefs
ASME J of Medical Diagnostics. November 2024, 7(4): 044502.
Paper No: JESMDT-24-1003
https://doi.org/10.1115/1.4065291
Published Online: April 26, 2024
View Article titled, Neural Network Modeling of a Stereolithography Printed Mesostructure
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Topics: Artificial neural networks, Compression, Geometry, Design, Absorption, Stereolithography, Simulation
Journal Articles

Deep Learning Methods for Diagnosing Thyroid Cancer

Gurmanik Kaur, Ram Babu Busi, Satyanarayana Talam, Krishna Marlapalli
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Review Articles
ASME J of Medical Diagnostics. August 2024, 7(3): 030801.
Paper No: JESMDT-23-1020
https://doi.org/10.1115/1.4064705
Published Online: February 28, 2024
View Article titled, Deep Learning Methods for Diagnosing Thyroid Cancer
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Topics: Cancer, Deep learning, Ultrasound, Artificial neural networks, Convolutional neural networks
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

Gesture Recognition and Master–Slave Control of a Manipulator Based on sEMG and Convolutional Neural Network–Gated Recurrent Unit

Zhaojie Ge, Zhile Wu, Xu Han, Ping Zhao
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. May 2023, 6(2): 021004.
Paper No: JESMDT-22-1037
https://doi.org/10.1115/1.4056325
Published Online: December 23, 2022
View Article titled, Gesture Recognition and Master–Slave Control of a Manipulator Based on sEMG and Convolutional Neural Network–Gated Recurrent Unit
Open the PDF for Gesture Recognition and Master–Slave Control of a Manipulator Based on sEMG and Convolutional Neural Network–Gated Recurrent Unit in another window
Topics: Artificial neural networks, Manipulators, Signals, Construction, Muscle
Journal Articles

Walking Speed Estimation From a Wearable Insole Pressure System Embedded With an Accelerometer Using Bayesian Neural Network

Wang Wei, Yang Kaiming, Zhu Yu, Qian Yuyang, Wan Chenhui, Li Min
Journal: Journal of Engineering and Science in Medical Diagnostics and Therapy
Publisher: ASME
Article Type: Research-Article
ASME J of Medical Diagnostics. May 2021, 4(2): 021003.
Paper No: JESMDT-20-1034
https://doi.org/10.1115/1.4049964
Published Online: February 22, 2021
View Article titled, Walking Speed Estimation From a Wearable Insole Pressure System Embedded With an Accelerometer Using Bayesian Neural Network
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Topics: Accelerometers, Artificial neural networks, Pressure, Pressure sensors
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