AIMC Topic: Motor Neuron Disease

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Hypothalamic atrophy in primary lateral sclerosis, assessed by convolutional neural network-based automatic segmentation.

Scientific reports Jan 10, 2025
Primary lateral sclerosis (PLS) is a motor neuron disease (MND) which mainly affects upper motor neurons. Within the MND spectrum, PLS is much more slowly progressive than amyotrophic laterals sclerosis (ALS). `Classical` ALS is characterized by cata...
Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Case-Control Studies Motor Neuron Disease Hypothalamus Adult Atrophy Amyotrophic Lateral Sclerosis Middle Aged Male Neural Networks, Computer Female Aged
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Detection of motor nervous disease using deep learning based Duple feature extraction network.

Technology and health care : official journal of the European Society for Engineering and Medicine Nov 21, 2024
BackgroundA motor nervous disease (MND) is a debilitating nervous disease that affects motor neurons that regulates the muscular voluntary movements. The disease gradually destroys parts of the neurological system. Generally, MND develops owing to a ...
Neural Networks, Computer Deep Learning Humans Motor Neuron Disease Diffusion Tensor Imaging Image Processing, Computer-Assisted
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Duple-MONDNet: duple deep learning-based mobile net for motor neuron disease identification.

Turkish journal of medical sciences Aug 6, 2024
BACKGROUND/AIM: Motor neuron disease (MND) is a devastating neuron ailment that affects the motor neurons that regulate muscular voluntary actions. It is a rare disorder that gradually destroys aspects of neurological function. In general, MND arises...
Deep Learning Motor Neuron Disease Diffusion Tensor Imaging Humans
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AI-assisted automatic MRI-based tongue volume evaluation in motor neuron disease (MND).

International journal of computer assisted radiology and surgery Mar 27, 2024
PURPOSE: Motor neuron disease (MND) causes damage to the upper and lower motor neurons including the motor cranial nerves, the latter resulting in bulbar involvement with atrophy of the tongue muscle. To measure tongue atrophy, an operator independen...
Motor Neuron Disease Tongue Neural Networks, Computer Aged Female Imaging, Three-Dimensional Humans Male Pilot Projects Amyotrophic Lateral Sclerosis Middle Aged Magnetic Resonance Imaging Adult
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Machine-learning in motor neuron diseases: Prospects and pitfalls.

European journal of neurology Jun 21, 2022
Motor Neuron Disease Machine Learning Humans
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Using blood data for the differential diagnosis and prognosis of motor neuron diseases: a new dataset for machine learning applications.

Scientific reports Feb 9, 2021
Early differential diagnosis of several motor neuron diseases (MNDs) is extremely challenging due to the high number of overlapped symptoms. The routine clinical practice is based on clinical history and examination, usually accompanied by electrophy...
Middle Aged Motor Neuron Disease Biomarkers Diagnosis, Computer-Assisted Adult Humans Amyotrophic Lateral Sclerosis Male Machine Learning Databases, Factual Diagnosis, Differential Female
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