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Isler Genetics 2d u-net
DSC-based summary of the paper about head and neck
2d U Net, supplied by Isler Genetics, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/2d+u-net/2d+u+net/pmc11162022-41-9-2
Average 90 stars, based on 1 article reviews
2d u-net - by Bioz Stars, 2026-09
90/100 stars

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1) Product Images from "Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation"

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

Journal: BioMedical Engineering OnLine

doi: 10.1186/s12938-024-01238-8

DSC-based summary of the paper about head and neck
Figure Legend Snippet: DSC-based summary of the paper about head and neck

Techniques Used: Magnetic Resonance Imaging

DSC-based summary of the paper about abdomen
Figure Legend Snippet: DSC-based summary of the paper about abdomen

Techniques Used:

DSC-based summary of the paper about chest
Figure Legend Snippet: DSC-based summary of the paper about chest

Techniques Used:

DSC-based summary of the paper about head and neck-supplementary material
Figure Legend Snippet: DSC-based summary of the paper about head and neck-supplementary material

Techniques Used: Magnetic Resonance Imaging, Muscles

DSC-based summary of the paper about abdomen-supplementary material
Figure Legend Snippet: DSC-based summary of the paper about abdomen-supplementary material

Techniques Used:

Related Articles

Magnetic Resonance Imaging:

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation
Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , OpenKBP (CT) [ ] , 188 , 5 , Spinal cord: 0.750.

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation
Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

Muscles:

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation
Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , OpenKBP (CT) [ ] , 188 , 5 , Spinal cord: 0.750.

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation
Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.



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Image Search Results


DSC-based summary of the paper about head and neck

Journal: BioMedical Engineering OnLine

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

doi: 10.1186/s12938-024-01238-8

Figure Lengend Snippet: DSC-based summary of the paper about head and neck

Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

Techniques: Magnetic Resonance Imaging

DSC-based summary of the paper about abdomen

Journal: BioMedical Engineering OnLine

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

doi: 10.1186/s12938-024-01238-8

Figure Lengend Snippet: DSC-based summary of the paper about abdomen

Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

Techniques:

DSC-based summary of the paper about chest

Journal: BioMedical Engineering OnLine

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

doi: 10.1186/s12938-024-01238-8

Figure Lengend Snippet: DSC-based summary of the paper about chest

Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

Techniques:

DSC-based summary of the paper about head and neck-supplementary material

Journal: BioMedical Engineering OnLine

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

doi: 10.1186/s12938-024-01238-8

Figure Lengend Snippet: DSC-based summary of the paper about head and neck-supplementary material

Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

Techniques: Magnetic Resonance Imaging, Muscles

DSC-based summary of the paper about abdomen-supplementary material

Journal: BioMedical Engineering OnLine

Article Title: Towards more precise automatic analysis: a systematic review of deep learning-based multi-organ segmentation

doi: 10.1186/s12938-024-01238-8

Figure Lengend Snippet: DSC-based summary of the paper about abdomen-supplementary material

Article Snippet: 2022 , Isler et al . [ ] , 2D U-Net , HNC (CT) [ ] , 48 , 6 , 0.830 , - , 0.790 , 0.760 , – , – , 0.580 , 0.540 , 0.520.

Techniques:

Summary of papers on deep learning spine segmentation

Journal: Quantitative Imaging in Medicine and Surgery

Article Title: Current development and prospects of deep learning in spine image analysis: a literature review

doi: 10.21037/qims-21-939

Figure Lengend Snippet: Summary of papers on deep learning spine segmentation

Article Snippet: Horng et al. ( 111 ) (2019) , Scoliosis , 2D U-Net , NA , X-ray , 595 , DC 95.1%±2.7%.

Techniques:

Overview of papers using deep learning in the application of spinal diagnosis

Journal: Quantitative Imaging in Medicine and Surgery

Article Title: Current development and prospects of deep learning in spine image analysis: a literature review

doi: 10.21037/qims-21-939

Figure Lengend Snippet: Overview of papers using deep learning in the application of spinal diagnosis

Article Snippet: Horng et al. ( 111 ) (2019) , Scoliosis , 2D U-Net , NA , X-ray , 595 , DC 95.1%±2.7%.

Techniques: