1. Anal fistula - NHS
An anal fistula is a small tunnel that develops between the end of the bowel and the skin near the opening of the bottom (anus).
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3 days ago · ... Thread of ROP (BEAT-ROP) study [11]. Again, IVB treatment was ... First of all, the lens area in the raw images will be determined ...
To provide automatic detection of Type 1 retinopathy of prematurity (ROP), Type 2 ROP, and A-ROP by deep learning-based analysis of fundus images obtained by clinical examination using convolutional neural networks. A total of 634 fundus images of 317 premature infants born at 23–34 weeks of gestation were evaluated. After image pre-processing, we obtained a rectangular region (ROI). RegNetY002 was used for algorithm training, and stratified 10-fold cross-validation was applied during training to evaluate and standardize our model. The model’s performance was reported as accuracy and specificity and described by the receiver operating characteristic (ROC) curve and area under the curve (AUC). The model achieved 0.98 accuracy and 0.98 specificity in detecting Type 2 ROP versus Type 1 ROP and A-ROP. On the other hand, as a result of the analysis of ROI regions, the model achieved 0.90 accuracy and 0.95 specificity in detecting Stage 2 ROP versus Stage 3 ROP and 0.91 accuracy and 0.92 specificity in detecting A-ROP versus Type 1 ROP. The AUC scores were 0.98 for Type 2 ROP versus Type 1 ROP and A-ROP, 0.85 for Stage 2 ROP versus Stage 3 ROP, and 0.91 for A-ROP versus Type 1 ROP. Our study demonstrated that ROP classification by DL-based analysis of fundus images can be distinguished with high accuracy and specificity. Integrating DL-based artificial intelligence algorithms into clinical practice may reduce the workload of ophthalmologists in the future and provide support in dec...
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11. Vinegar Syndrome Discussion Thread - Page 6877 - Blu-ray Forum
9 hours ago · They released Gorgo last year, this would fit seamlessly in the mainline. The only reason a monster film was one of the first VSLs was because ...
Vinegar Syndrome Discussion Thread Studios and Distributors
12. A Dangerous Way to Live Well: Twins on Record-Setting HBP Pace, For ...
2 hours ago · The common thread ... Billy Beane was born in Orlando, Florida and was drafted first overall by the New York Mets in the 1980 MLB Draft.
The Minnesota Twins are on pace to break a painful record in 2024: most times hit by a pitch at bat. A look behind how players like Willi Castro and Ryan Jeffers are taking lead on a not-so-pleasant stat.
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The lawyer for a man who says he was wrongly convicted accused Toronto Police of "deep-sixing" a prime suspect's incriminating interview.
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An Archive of Our Own, a project of the Organization for Transformative Works
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