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Towards scanning electron microscopy image denoising: a state-of-the-art overview, benchmark, taxonomies, and future direction
Scanning electron microscope (SEM) enables imaging of micro-nano scale objects. It is an
analytical tool widely used in the material, earth and life sciences. However, SEM images …
analytical tool widely used in the material, earth and life sciences. However, SEM images …
Denoising of Optical Coherence Tomography Images in Ophthalmology Using Deep Learning: A Systematic Review
Background: Open Access Systematic Review Denoising of Optical Coherence Tomography
Images in Ophthalmology Using Deep Learning: A Systematic Review by Hanya Ahmed …
Images in Ophthalmology Using Deep Learning: A Systematic Review by Hanya Ahmed …
A retinex based non-local total generalized variation framework for OCT image restoration
A retinex driven non-local total generalized variational (TGV) model is proposed in this
paper to restore and enhance speckled images. The combined first and second-order TGV …
paper to restore and enhance speckled images. The combined first and second-order TGV …
A nonlocal deep image prior model to restore optical coherence tomographic images from gamma distributed speckle noise
Optical Coherence Tomography (OCT) is often employed to observe the retinal layers in the
human eyes. The retinal scans are susceptible to artefacts such as head movements or eye …
human eyes. The retinal scans are susceptible to artefacts such as head movements or eye …
Radiomics, deep learning, and breast cancer detection
YJ Gaona, MJ Rodríguez-Álvarez… - … in Cancer Diagnosis …, 2022 - iopscience.iop.org
This chapter gives an overview of deep learning use in multiple-imaging-modality radiomics
data. Specifically, we deal with the characterization of breast cancer using medical images …
data. Specifically, we deal with the characterization of breast cancer using medical images …
Mimic Deep Learning Technique for Retinal Images Denoising in IoT based Medical Devices
A Rana, VK Srivastava - 2022 IEEE 2nd Mysore Sub Section …, 2022 - ieeexplore.ieee.org
Retinal images are careful, non-invasive, as well as non-radioactive imaging tool in the
development of medical imaging. Yet, the large volume of image datasets and lengthy times …
development of medical imaging. Yet, the large volume of image datasets and lengthy times …