Cargando…

Deep-Learning-Based Hair Damage Diagnosis Method Applying Scanning Electron Microscopy Images

In recent years, with the gradual development of medicine and deep learning, many technologies have been developed. In the field of beauty services or medicine, it is particularly important to judge the degree of hair damage. Because people in modern society pay more attention to their own dressing...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Lintong, Man, Qiaoyue, Cho, Young Im
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8535064/ https://www.ncbi.nlm.nih.gov/pubmed/34679528 http://dx.doi.org/10.3390/diagnostics11101831

Ejemplares similares

Scanning Electron Microscopy Study of Hair Shaft Damage Secondary to Cosmetic Treatments of the Hair
por: Kaliyadan, Feroze, et al.
Publicado: (2016)

High-resolution imaging of the mouse-hair-cell hair bundle by scanning electron microscopy
por: Grillet, Nicolas
Publicado: (2022)

Partial Scanning Transmission Electron Microscopy with Deep Learning
por: Ede, Jeffrey M., et al.
Publicado: (2020)

Scanning Electron Microscopy of Subclinical Gefitinib-Induced Hair Changes
por: de Almeida, Hiram Larangeira, et al.
Publicado: (2020)

Scanning electron microscopy of ibrutinib-induced hair shaft changes()
por: Almeida Jr., Hiram Larangeira de, et al.
Publicado: (2023)

Resolution enhancement in scanning electron microscopy using deep learning
por: de Haan, Kevin, et al.
Publicado: (2019)

Automated analysis of scanning electron microscopic images for assessment of hair surface damage
por: Chu, Fanny, et al.
Publicado: (2020)

Scanning Electron Microscopy and X-ray Microanalysis of Reconstructive Hair Fibers
por: Combalia, Andrea, et al.
Publicado: (2017)

Scanning Electron Microscopy of the Inner and Outer Aspects of Tiger Tail Hairs
por: de Almeida, Hiram Larangeira, et al.
Publicado: (2022)

Scanning electron microscopy of panitumumab-induced eyelash and hair alterations – Pili canaliculi()
por: Sarzi Sartori, Debora, et al.
Publicado: (2022)

Deep learning for automated size and shape analysis of nanoparticles in scanning electron microscopy
por: Bals, Jonas, et al.
Publicado: (2023)

Applying Fast Scanning Method Coupled with Digital Image Processing Technology as Standard Acquisition Mode for Scanning Electron Microscopy
por: Oho, Eisaku, et al.
Publicado: (2020)

Deep learning-based noise filtering toward millisecond order imaging by using scanning transmission electron microscopy
por: Ihara, Shiro, et al.
Publicado: (2022)

Scanning Electron Microscopy of Erlotinib-induced Hair Changes: Pili Torti et Canaliculi
por: de Almeida, Hiram Larangeira, et al.
Publicado: (2019)

Robust autofocusing for scanning electron microscopy based on a dual deep learning network
por: Lee, Woojin, et al.
Publicado: (2021)

The Role of Scanning Electron Microscopy in the Direct Diagnosis of Onychomycosis
por: Yue, Xueping, et al.
Publicado: (2018)

Scanning electron microscopy: physics of image formation and microanalysis
por: Reimer, Ludwig
Publicado: (1998)

Scanning electron microscopy: physics of image formation and microanalysis
por: Reimer, Ludwig
Publicado: (1985)

Recurrent corneal erosion image by scanning electron microscopy
por: Peraza Nieves, Jorge, et al.
Publicado: (2020)

Nanoparticle Recognition on Scanning Probe Microscopy Images Using Computer Vision and Deep Learning
por: Okunev, Alexey G., et al.
Publicado: (2020)

Comparing in-vivo confocal microscopy and ex-vivo light and scanning electron microscopy images of the hairs of the pine processionary caterpillar embedded in the cornea: Report of three cases
por: Pérez-Bartolomé, Francisco, et al.
Publicado: (2020)

Deep Learning Based Instance Segmentation of Titanium Dioxide Particles in the Form of Agglomerates in Scanning Electron Microscopy
por: Monchot, Paul, et al.
Publicado: (2021)

EM-stellar: benchmarking deep learning for electron microscopy image segmentation
por: Khadangi, Afshin, et al.
Publicado: (2021)

Scanning electron microscopy of dermatofibroma
por: Quintana, Felipe Simões Lopes, et al.
Publicado: (2019)

GANscan: continuous scanning microscopy using deep learning deblurring
por: Fanous, Michael John, et al.
Publicado: (2022)

THE ELECTRON MICROSCOPY OF THE HUMAN HAIR FOLLICLE : PART 2. THE HAIR CUTICLE
por: Birbeck, M. S. C., et al.
Publicado: (1957)

The first annotated set of scanning electron microscopy images for nanoscience
por: Aversa, Rossella, et al.
Publicado: (2018)

An Overview of Cryo-Scanning Electron Microscopy Techniques for Plant Imaging
por: Wightman, Raymond
Publicado: (2022)

In Situ Scanning Transmission Electron Microscopy Study of MoS(2) Formation on Graphene with a Deep-Learning Framework
por: Lee, Yeongdong, et al.
Publicado: (2021)

Deep learning for the life sciences: applying deep learning to genomics, microscopy, drug discovery, and more
por: Ramsundar, Bharath, et al.
Publicado: (2019)

A deep learning approach to identifying immunogold particles in electron microscopy images
por: Jerez, Diego, et al.
Publicado: (2021)

THE ELECTRON MICROSCOPY OF THE HUMAN HAIR FOLLICLE : PART 1. INTRODUCTION AND THE HAIR CORTEX
por: Birbeck, M. S. C., et al.
Publicado: (1957)

Atlas of Scanning Electron Microscopy in Medicine
por: Schul, Rose A.
Publicado: (1972)

Scanning electron microscopy of molluscum contagiosum()
por: de Almeida Jr, Hiram Larangeira, et al.
Publicado: (2013)

Scanning electron microscopy of lichen sclerosus
por: de Almeida, Hiram Larangeira, et al.
Publicado: (2013)

Scanning electron microscopy of tinea nigra()
por: Guarenti, Isabelle Maffei, et al.
Publicado: (2014)

Scanning electron microscopy of granuloma annulare
por: de Almeida Jr., Hiram Larangeira, et al.
Publicado: (2018)

Lorentz scanning electron/ion microscopy
por: Harada, Ken, et al.
Publicado: (2021)

Large-Area Fluorescence and Electron Microscopic Correlative Imaging With Multibeam Scanning Electron Microscopy
por: Shibata, Shinsuke, et al.
Publicado: (2019)

Imaging of surface spin textures on bulk crystals by scanning electron microscopy
por: Akamine, Hiroshi, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_fuesi18u4tb340uvfs1l12jlmi