Cargando…

Biopsy-free in vivo virtual histology of skin using deep learning

An invasive biopsy followed by histological staining is the benchmark for pathological diagnosis of skin tumors. The process is cumbersome and time-consuming, often leading to unnecessary biopsies and scars. Emerging noninvasive optical technologies such as reflectance confocal microscopy (RCM) can...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Jingxi, Garfinkel, Jason, Zhang, Xiaoran, Wu, Di, Zhang, Yijie, de Haan, Kevin, Wang, Hongda, Liu, Tairan, Bai, Bijie, Rivenson, Yair, Rubinstein, Gennady, Scumpia, Philip O., Ozcan, Aydogan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602311/ https://www.ncbi.nlm.nih.gov/pubmed/34795202 http://dx.doi.org/10.1038/s41377-021-00674-8

Ejemplares similares

Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue
por: Zhang, Yijie, et al.
Publicado: (2020)

Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue using Deep Learning
por: Bai, Bijie, et al.
Publicado: (2022)

Deep learning-enabled virtual histological staining of biological samples
por: Bai, Bijie, et al.
Publicado: (2023)

Emerging Advances to Transform Histopathology Using Virtual Staining
por: Rivenson, Yair, et al.
Publicado: (2020)

Rapid and stain-free quantification of viral plaque via lens-free holography and deep learning
por: Liu, Tairan, et al.
Publicado: (2023)

PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning
por: Rivenson, Yair, et al.
Publicado: (2019)

Deep learning-based super-resolution in coherent imaging systems
por: Liu, Tairan, et al.
Publicado: (2019)

Early detection and classification of live bacteria using time-lapse coherent imaging and deep learning
por: Wang, Hongda, et al.
Publicado: (2020)

Neural network-based image reconstruction in swept-source optical coherence tomography using undersampled spectral data
por: Zhang, Yijie, et al.
Publicado: (2021)

Ensemble learning of diffractive optical networks
por: Rahman, Md Sadman Sakib, et al.
Publicado: (2021)

Publisher Correction: Ensemble learning of diffractive optical networks
por: Rahman, Md Sadman Sakib, et al.
Publicado: (2021)

Sparsity-based multi-height phase recovery in holographic microscopy
por: Rivenson, Yair, et al.
Publicado: (2016)

Deep learning accelerates whole slide imaging for next-generation digital pathology applications
por: Rivenson, Yair, et al.
Publicado: (2022)

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

Deep learning in holography and coherent imaging
por: Rivenson, Yair, et al.
Publicado: (2019)

Terahertz pulse shaping using diffractive surfaces
por: Veli, Muhammed, et al.
Publicado: (2021)

Universal linear intensity transformations using spatially incoherent diffractive processors
por: Rahman, Md Sadman Sakib, et al.
Publicado: (2023)

Spectrally encoded single-pixel machine vision using diffractive networks
por: Li, Jingxi, et al.
Publicado: (2021)

All-optical synthesis of an arbitrary linear transformation using diffractive surfaces
por: Kulce, Onur, et al.
Publicado: (2021)

All-optical information-processing capacity of diffractive surfaces
por: Kulce, Onur, et al.
Publicado: (2021)

Classification and reconstruction of spatially overlapping phase images using diffractive optical networks
por: Mengu, Deniz, et al.
Publicado: (2022)

Phase recovery and holographic image reconstruction using deep learning in neural networks
por: Rivenson, Yair, et al.
Publicado: (2018)

Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram
por: Wu, Yichen, et al.
Publicado: (2019)

Recurrent neural network-based volumetric fluorescence microscopy
por: Huang, Luzhe, et al.
Publicado: (2021)

Deep learning-based transformation of H&E stained tissues into special stains
por: de Haan, Kevin, et al.
Publicado: (2021)

3D imaging of optically cleared tissue using a simplified CLARITY method and on-chip microscopy
por: Zhang, Yibo, et al.
Publicado: (2017)

Design of task-specific optical systems using broadband diffractive neural networks
por: Luo, Yi, et al.
Publicado: (2019)

Calcium pyrophosphate crystal size and characteristics
por: Zell, Monica, et al.
Publicado: (2021)

Automated screening of sickle cells using a smartphone-based microscope and deep learning
por: de Haan, Kevin, et al.
Publicado: (2020)

Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning
por: Zhang, Yibo, et al.
Publicado: (2018)

All-optical image classification through unknown random diffusers using a single-pixel diffractive network
por: Bai, Bijie, et al.
Publicado: (2023)

813 Histologic Changes of Skin Biopsies After Autologous Skin Cell Suspension
por: Lennard, Shana, et al.
Publicado: (2022)

Apalutamide‐associated skin rash in patients with prostate cancer: Histological evaluation by skin biopsy
por: Tohi, Yoichiro, et al.
Publicado: (2021)

High-throughput terahertz imaging: progress and challenges
por: Li, Xurong, et al.
Publicado: (2023)

Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network
por: Li, Jingxi, et al.
Publicado: (2022)

A deep learning-enabled portable imaging flow cytometer for cost-effective, high-throughput, and label-free analysis of natural water samples
por: Gӧrӧcs, Zoltán, et al.
Publicado: (2018)

Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization
por: Chen, Hanlong, et al.
Publicado: (2022)

Histological Value of Duodenal Biopsies
por: Gupta, Limci, et al.
Publicado: (2005)

Computational cytometer based on magnetically modulated coherent imaging and deep learning
por: Zhang, Yibo, et al.
Publicado: (2019)

Impact of the biopsy forceps size on histological analysis and performances of the histological scoring systems
por: Bianchi, Elettra, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_h814o1m2jjiuknbomfem6ppiva