Tag : Segmentation

AI/ML

Development of a volumetric pancreas segmentation CT dataset for AI applications through trained technologists: a study during the COVID 19 containment phase.

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Related Articles Development of a volumetric pancreas segmentation CT dataset for AI applications through trained technologists: a study during the COVID 19 containment phase. Abdom...
AI/ML

Liver Steatosis Categorization on Contrast-Enhanced CT Using a Fully-Automated Deep Learning Volumetric Segmentation Tool: Evaluation in 1,204 Heathy Adults Using Unenhanced CT as Reference Standard.

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Liver Steatosis Categorization on Contrast-Enhanced CT Using a Fully-Automated Deep Learning Volumetric Segmentation Tool: Evaluation in 1,204 Heathy Adults Using Unenhanced CT as Reference Standard....
AI/ML

Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding.

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Related Articles Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding. Neuroimage. 2019 11 15;202:116056 Authors: Sundaresan V, Zamboni...
AI/ML

Dual-functional neural network for bilateral hippocampi segmentation and diagnosis of Alzheimer's disease.

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Related Articles Dual-functional neural network for bilateral hippocampi segmentation and diagnosis of Alzheimer’s disease. Int J Comput Assist Radiol Surg. 2020 Mar;15(3):445-455 Authors: Sun J,...
AI/ML

Automated whole breast segmentation for hand-held ultrasound with position information: Application to breast density estimation.

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Automated whole breast segmentation for hand-held ultrasound with position information: Application to breast density estimation. Comput Methods Programs Biomed. 2020 Aug 26;197:105727 Authors: Chang JF,...
AI/ML

An automatic nuclei segmentation method based on deep convolutional neural networks for histopathology images.

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An automatic nuclei segmentation method based on deep convolutional neural networks for histopathology images. BMC Biomed Eng. 2019;1:24 Authors: Jung H, Lodhi B, Kang J...
AI/ML

MMTLNet: Multi-Modality Transfer Learning Network with adversarial training for 3D whole heart segmentation.

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Related Articles MMTLNet: Multi-Modality Transfer Learning Network with adversarial training for 3D whole heart segmentation. Comput Med Imaging Graph. 2020 Aug 22;85:101785 Authors: Liao X,...
AI/ML

Deep Learning for Carotid Plaque Segmentation using a Dilated U-Net Architecture.

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Related Articles Deep Learning for Carotid Plaque Segmentation using a Dilated U-Net Architecture. Ultrason Imaging. 2020 Jul-Sep;42(4-5):221-230 Authors: Meshram NH, Mitchell CC, Wilbrand S, Dempsey...
AI/ML

3D convolutional neural networks for tumor segmentation using long-range 2D context.

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Related Articles 3D convolutional neural networks for tumor segmentation using long-range 2D context. Comput Med Imaging Graph. 2019 04;73:60-72 Authors: Mlynarski P, Delingette H, Criminisi...
AI/ML

Affinity Space Adaptation for Semantic Segmentation Across Domains.

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Related Articles Affinity Space Adaptation for Semantic Segmentation Across Domains. IEEE Trans Image Process. 2020 Sep 01;PP: Authors: Zhou W, Wang Y, Chu J, Yang...
AI/ML

Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains.

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Related Articles Development and evaluation of deep learning-based segmentation of histologic structures in the kidney cortex with multiple histologic stains. Kidney Int. 2020 Aug 21;:...
AI/ML

Automated segmentation of the Hypothalamus and associated subunits in brain MRI.

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Related Articles Automated segmentation of the Hypothalamus and associated subunits in brain MRI. Neuroimage. 2020 Aug 24;:117287 Authors: Billot B, Bocchetta M, Todd E, Dalca...
AI/ML

Microvasculature Segmentation and Intercapillary Area Quantification of the Deep Vascular Complex Using Transfer Learning.

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Related Articles Microvasculature Segmentation and Intercapillary Area Quantification of the Deep Vascular Complex Using Transfer Learning. Transl Vis Sci Technol. 2020 Jul;9(2):38 Authors: Lo J,...
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European Drugs of Abuse Testing Market 2020: Supplier Shares, Volume and Sales Segmentation Forecasts and Competitive Landscape – ResearchAndMarkets.com

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DUBLIN–(BUSINESS WIRE)–The “2020 Europe Drugs of Abuse Testing Market: Supplier Shares, Volume and Sales Segmentation Forecasts, Competitive Landscape, Innovative Technologies, Latest Instrumentation, Opportunities for Suppliers”...
AI/ML

Fully Convolutional DenseNet with Multiscale Context for Automated Breast Tumor Segmentation.

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Related Articles Fully Convolutional DenseNet with Multiscale Context for Automated Breast Tumor Segmentation. J Healthc Eng. 2019;2019:8415485 Authors: Hai J, Qiao K, Chen J, Tan...
AI/ML

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation.

Newsemia
Related Articles DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation. J Healthc Eng. 2019;2019:8597606 Authors: Teng L, Li H, Karim S...
AI/ML

Automatic substantia nigra segmentation in neuromelanin-sensitive MRI by deep neural network in patients with prodromal and manifest synucleinopathy.

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Related Articles Automatic substantia nigra segmentation in neuromelanin-sensitive MRI by deep neural network in patients with prodromal and manifest synucleinopathy. Physiol Res. 2019 12 30;68(Suppl...
AI/ML

A 3D/2D Hybrid U-Net CNN approach to prostate organ segmentation of mpMRI.

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Related Articles A 3D/2D Hybrid U-Net CNN approach to prostate organ segmentation of mpMRI. AJR Am J Roentgenol. 2020 Aug 19;: Authors: Ushinsky A, Bardis...
AI/ML

GRUU-Net: Integrated convolutional and gated recurrent neural network for cell segmentation.

Newsemia
Related Articles GRUU-Net: Integrated convolutional and gated recurrent neural network for cell segmentation. Med Image Anal. 2019 08;56:68-79 Authors: Wollmann T, Gunkel M, Chung I,...
Latest News

Phylo-Evo-Devo, tardigrades and insights into the evolution of segmentation

Newsemia
Telford, M; Rota-Stabelli, O; Pisani, D; (2018) Phylo-Evo-Devo, tardigrades and insights into the evolution of segmentation. In: Fusco, G, (ed.) Perspectives on Evolutionary and Developmental...

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