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Man Versus Machine by Goodman%2c David

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1Multi-Modal Glioblastoma Segmentation: Man Versus Machine.

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This article is from PLoS ONE , volume 9 . Abstract Background and Purpose: Reproducible segmentation of brain tumors on magnetic resonance images is an important clinical need. This study was designed to evaluate the reliability of a novel fully automated segmentation tool for brain tumor image analysis in comparison to manually defined tumor segmentations. Methods: We prospectively evaluated preoperative MR Images from 25 glioblastoma patients. Two independent expert raters performed manual segmentations. Automatic segmentations were performed using the Brain Tumor Image Analysis software (BraTumIA). In order to study the different tumor compartments, the complete tumor volume TV (enhancing part plus non-enhancing part plus necrotic core of the tumor), the TV+ (TV plus edema) and the contrast enhancing tumor volume CETV were identified. We quantified the overlap between manual and automated segmentation by calculation of diameter measurements as well as the Dice coefficients, the positive predictive values, sensitivity, relative volume error and absolute volume error. Results: Comparison of automated versus manual extraction of 2-dimensional diameter measurements showed no significant difference (p = 0.29). Comparison of automated versus manual segmentation of volumetric segmentations showed significant differences for TV+ and TV (p 0.05) with regard to the Dice overlap coefficients. Spearman's rank correlation coefficients (ρ) of TV+, TV and CETV showed highly significant correlations between automatic and manual segmentations. Tumor localization did not influence the accuracy of segmentation. Conclusions: In summary, we demonstrated that BraTumIA supports radiologists and clinicians by providing accurate measures of cross-sectional diameter-based tumor extensions. The automated volume measurements were comparable to manual tumor delineation for CETV tumor volumes, and outperformed inter-rater variability for overlap and sensitivity.

“Multi-Modal Glioblastoma Segmentation: Man Versus Machine.” Metadata:

  • Title: ➤  Multi-Modal Glioblastoma Segmentation: Man Versus Machine.
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  • Language: English

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The book is available for download in "texts" format, the size of the file-s is: 7.78 Mbs, the file-s for this book were downloaded 82 times, the file-s went public at Wed Oct 22 2014.

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2Man Versus The Machine

Man Versus The Machine

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The book is available for download in "movies" format, the size of the file-s is: 57.21 Mbs, the file-s for this book were downloaded 57 times, the file-s went public at Tue Feb 13 2018.

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3Man Versus Machine : Kasparov Versus Deep Blue

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128 p. : 21 cm

“Man Versus Machine : Kasparov Versus Deep Blue” Metadata:

  • Title: ➤  Man Versus Machine : Kasparov Versus Deep Blue
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  • Language: English

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The book is available for download in "texts" format, the size of the file-s is: 658.43 Mbs, the file-s for this book were downloaded 104 times, the file-s went public at Mon Jan 24 2022.

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4Artificial Intelligence Events Representing The Thematic Concept Of “man Versus Machine"

ai

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  • Title: ➤  Artificial Intelligence Events Representing The Thematic Concept Of “man Versus Machine"

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The book is available for download in "texts" format, the size of the file-s is: 81.46 Mbs, the file-s for this book were downloaded 45 times, the file-s went public at Thu Mar 30 2023.

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5Man Versus The Machine

the machine has become our burden

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The book is available for download in "movies" format, the size of the file-s is: 350.41 Mbs, the file-s for this book were downloaded 91 times, the file-s went public at Sat Jan 14 2017.

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6The Progress Of Man : The Spirit Of Man Versus The Machine

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x, 256, xiv p

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  • Title: ➤  The Progress Of Man : The Spirit Of Man Versus The Machine
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The book is available for download in "texts" format, the size of the file-s is: 915.70 Mbs, the file-s for this book were downloaded 25 times, the file-s went public at Mon Apr 15 2019.

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76FCF-L3ZC: Man Versus Machine: Human Beings Losing Out As AI…

Perma.cc archive of https://www.straitstimes.com/tech/tech-news/man-versus-machine-human-beings-losing-out-as-ai-coldly-fires-under-performing-workers created on 2022-08-03 05:24:45.505228+00:00.

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The book is available for download in "web" format, the size of the file-s is: 8.99 Mbs, the file-s for this book were downloaded 7108 times, the file-s went public at Thu Aug 04 2022.

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8Solitaire Man Versus Machine

games

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  • Title: Solitaire Man Versus Machine
  • Language: English

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The book is available for download in "texts" format, the size of the file-s is: 18.60 Mbs, the file-s for this book were downloaded 105 times, the file-s went public at Mon Jun 17 2019.

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