Cargando…

A new, feasible, and convenient method based on semantic segmentation and deep learning for hemoglobin monitoring

OBJECTIVE: Non-invasive methods for hemoglobin (Hb) monitoring can provide additional and relatively precise information between invasive measurements of Hb to help doctors' decision-making. We aimed to develop a new method for Hb monitoring based on mask R-CNN and MobileNetV3 with eye images a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hu, Xiao-yan, Li, Yu-jie, Shu, Xin, Song, Ai-lin, Liang, Hao, Sun, Yi-zhu, Wu, Xian-feng, Li, Yong-shuai, Tan, Li-fang, Yang, Zhi-yong, Yang, Chun-yong, Xu, Lin-quan, Chen, Yu-wen, Yi, Bin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10435289/ https://www.ncbi.nlm.nih.gov/pubmed/37601798 http://dx.doi.org/10.3389/fmed.2023.1151996

Ejemplares similares

Image Semantic Segmentation Method Based on Deep Fusion Network and Conditional Random Field
por: Wang, Shuo, et al.
Publicado: (2022)

Deep Semantic Segmentation of Angiogenesis Images
por: Ibragimov, Alisher, et al.
Publicado: (2023)

Deep Neural Network-Based Semantic Segmentation of Microvascular Decompression Images
por: Bai, Ruifeng, et al.
Publicado: (2021)

How deep learning is empowering semantic segmentation: Traditional and deep learning techniques for semantic segmentation: A comparison
por: Sehar, Uroosa, et al.
Publicado: (2022)

An End-to-End Oil-Spill Monitoring Method for Multisensory Satellite Images Based on Deep Semantic Segmentation
por: Chen, Yantong, et al.
Publicado: (2020)

Convenient syntheses of fullerynes for ‘clicking’ into fullerene polymers
por: Teng, Fu-Ai, et al.
Publicado: (2016)

Orchard Mapping with Deep Learning Semantic Segmentation
por: Anagnostis, Athanasios, et al.
Publicado: (2021)

Deep semantic segmentation for the quantification of grape foliar diseases in the vineyard
por: Liu, Ertai, et al.
Publicado: (2022)

Foreground Detection Based on Superpixel and Semantic Segmentation
por: Feng, Junying, et al.
Publicado: (2022)

Global-and-Local Context Network for Semantic Segmentation of Street View Images
por: Lin, Chih-Yang, et al.
Publicado: (2020)

DeepMDSCBA: An Improved Semantic Segmentation Model Based on DeepLabV3+ for Apple Images
por: Mo, Lufeng, et al.
Publicado: (2022)

A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Yang, Chengzhi, et al.
Publicado: (2022)

Semantic segmentation guided detector for segmentation, classification, and lesion mapping of acute ischemic stroke in MRI images
por: Wei, Yi-Chia, et al.
Publicado: (2022)

A bi-directional deep learning architecture for lung nodule semantic segmentation
por: Bhattacharyya, Debnath, et al.
Publicado: (2022)

Deep graph cut network for weakly-supervised semantic segmentation
por: Feng, Jiapei, et al.
Publicado: (2021)

Semantic segmentation of multispectral photoacoustic images using deep learning
por: Schellenberg, Melanie, et al.
Publicado: (2022)

Association between Serum Magnesium and Hemoglobin in Patients with Primary Hyperparathyroidism
por: Ding, Na, et al.
Publicado: (2021)

Manipulation Planning for Object Re-Orientation Based on Semantic Segmentation Keypoint Detection
por: Wong, Ching-Chang, et al.
Publicado: (2021)

A deep semantic segmentation correction network for multi-model tiny lesion areas detection
por: Liu, Yue, et al.
Publicado: (2021)

Automatic semantic segmentation of breast tumors in ultrasound images based on combining fuzzy logic and deep learning—A feasibility study
por: Badawy, Samir M., et al.
Publicado: (2021)

Deep Learning for Semantic Segmentation of Defects in Advanced STEM Images of Steels
por: Roberts, Graham, et al.
Publicado: (2019)

Semantic segmentation of human oocyte images using deep neural networks
por: Targosz, Anna, et al.
Publicado: (2021)

Intelligent Semantic Segmentation for Self-Driving Vehicles Using Deep Learning
por: Sellat, Qusay, et al.
Publicado: (2022)

Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans
por: Spahr, Antoine, et al.
Publicado: (2023)

RAD-UNet: Research on an improved lung nodule semantic segmentation algorithm based on deep learning
por: Wu, Zezhi, et al.
Publicado: (2023)

Semisupervised Semantic Segmentation with Mutual Correction Learning
por: Xiao, Yifan, et al.
Publicado: (2022)

MCEENet: Multi-Scale Context Enhancement and Edge-Assisted Network for Few-Shot Semantic Segmentation
por: Zhou, Hongjie, et al.
Publicado: (2023)

Multi-scale fusion for RGB-D indoor semantic segmentation
por: Jiang, Shiyi, et al.
Publicado: (2022)

Three-Stage Pavement Crack Localization and Segmentation Algorithm Based on Digital Image Processing and Deep Learning Techniques
por: Yang, Zhen, et al.
Publicado: (2022)

Knowledge Distillation for Semantic Segmentation Using Channel and Spatial Correlations and Adaptive Cross Entropy
por: Park, Sangyong, et al.
Publicado: (2020)

Identification of Early Esophageal Cancer by Semantic Segmentation
por: Fang, Yu-Jen, et al.
Publicado: (2022)

Boosting Semantic Segmentation by Conditioning the Backbone with Semantic Boundaries
por: Ishikawa, Haruya, et al.
Publicado: (2023)

Convenient Agarose Preparation with Hydrogen Peroxide and Desulfation Process Analysis
por: Zhang, Cong, et al.
Publicado: (2021)

EnRDeA U-Net Deep Learning of Semantic Segmentation on Intricate Noise Roads
por: Yu, Xiaodong, et al.
Publicado: (2023)

SELEX tool: a novel and convenient gel-based diffusion method for monitoring of aptamer-target binding
por: Liu, Qingxiu, et al.
Publicado: (2020)

Multi-Level and Multi-Scale Feature Aggregation Network for Semantic Segmentation in Vehicle-Mounted Scenes
por: Liao, Yong, et al.
Publicado: (2021)

Evaluation of Deep Neural Networks for Semantic Segmentation of Prostate in T2W MRI
por: Khan, Zia, et al.
Publicado: (2020)

Systematic Evaluation of Image Tiling Adverse Effects on Deep Learning Semantic Segmentation
por: Reina, G. Anthony, et al.
Publicado: (2020)

Semantic Point Cloud Segmentation Using Fast Deep Neural Network and DCRF †
por: Rao, Yunbo, et al.
Publicado: (2021)

Unified DeepLabV3+ for Semi-Dark Image Semantic Segmentation
por: Memon, Mehak Maqbool, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_vmv7mdr1ntl73ic6prfstnh27p