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A potential classification method for motor neuron disease (MND) using hyperspectral imaging (HSI) technique

2022
Extracting biochemical information from cell and tissue autofluorescence without using any external biomarkers is a promising approach for disease diagnosis and treatment. This thesis reports the advancement of fluorescence microscopy and image acquisition tools to observe autofluorescence signals, and I intended to use these signals as a biomarker for
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HYPERSPECTRAL IMAGE (HSI)-ASSISTED MULTI-LEVEL CROP CLASSIFICATION WITH SPINALNET-ENABLED FRACTIONAL LIGHT SPECTRUM OPTIMIZER

Biomedical Engineering: Applications, Basis and Communications
The accurate categorization of crop kinds with hyperspectral remote sensing imaging (HRSI) represents an imperative adaption in agriculture and is of huge emergence in estimating the yield of crops and monitoring growth. Amidst the deep models, convolutional neural networks (CNNs) tend to be the best technique for hyperspectral image (HSI ...
Deepak Dharrao   +3 more
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HSI-SSTRANS: Hyperspectral Image Classification with Spectral and Space Transformer

IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023
Daohong Niu   +3 more
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HSI-Mixer: Hyperspectral Image Classification Using the Spectral–Spatial Mixer Representation From Convolutions

IEEE Geoscience and Remote Sensing Letters, 2022
Hongbo Liang   +3 more
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Automated molecular-image cytometry and analysis in modern oncology

Nature Reviews Materials, 2020
Ralph Weissleder, Hakho Lee
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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Nature Methods, 2020
Fabian Isensee   +2 more
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HSI-MFormer: Integrating Mamba and Transformer Experts for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing
Yan He   +4 more
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Ultrafast machine vision with 2D material neural network image sensors

Nature, 2020
Lukas Mennel   +2 more
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Image-based profiling for drug discovery: due for a machine-learning upgrade?

Nature Reviews Drug Discovery, 2020
Srinivas Niranj Chandrasekaran   +2 more
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