Matches in SemOpenAlex for { <https://semopenalex.org/work/W2979926830> ?p ?o ?g. }
- W2979926830 abstract "The current study detects different morphologies related to prostate pathology using deep learning models; these models were evaluated on 2,121 hematoxylin and eosin (H&E) stain histology images captured using bright field microscopy, which spanned a variety of image qualities, origins (whole slide, tissue micro array, whole mount, Internet), scanning machines, timestamps, H&E staining protocols, and institutions. For case usage, these models were applied for the annotation tasks in clinician-oriented pathology reports for prostatectomy specimens. The true positive rate (TPR) for slides with prostate cancer was 99.7% by a false positive rate of 0.785%. The F1-scores of Gleason patterns reported in pathology reports ranged from 0.795 to 1.0 at the case level. TPR was 93.6% for the cribriform morphology and 72.6% for the ductal morphology. The correlation between the ground truth and the prediction for the relative tumor volume was 0.987 n. Our models cover the major components of prostate pathology and successfully accomplish the annotation tasks." @default.
- W2979926830 created "2019-10-18" @default.
- W2979926830 creator A5004965117 @default.
- W2979926830 creator A5005340500 @default.
- W2979926830 creator A5009378553 @default.
- W2979926830 creator A5012018218 @default.
- W2979926830 creator A5022762690 @default.
- W2979926830 creator A5032984201 @default.
- W2979926830 creator A5033895040 @default.
- W2979926830 creator A5044981994 @default.
- W2979926830 creator A5051120030 @default.
- W2979926830 creator A5062655554 @default.
- W2979926830 creator A5063971801 @default.
- W2979926830 creator A5067101935 @default.
- W2979926830 creator A5071178428 @default.
- W2979926830 creator A5071759528 @default.
- W2979926830 creator A5076196986 @default.
- W2979926830 creator A5088928712 @default.
- W2979926830 date "2019-10-11" @default.
- W2979926830 modified "2023-09-27" @default.
- W2979926830 title "Deep Learning for Prostate Pathology." @default.
- W2979926830 cites W1522301498 @default.
- W2979926830 cites W1545430154 @default.
- W2979926830 cites W1563795667 @default.
- W2979926830 cites W1576711449 @default.
- W2979926830 cites W1686810756 @default.
- W2979926830 cites W1978761040 @default.
- W2979926830 cites W1984326016 @default.
- W2979926830 cites W1984626735 @default.
- W2979926830 cites W2003295161 @default.
- W2979926830 cites W2006115709 @default.
- W2979926830 cites W2023279735 @default.
- W2979926830 cites W2026309467 @default.
- W2979926830 cites W2035809577 @default.
- W2979926830 cites W2036186427 @default.
- W2979926830 cites W2048224616 @default.
- W2979926830 cites W2059126577 @default.
- W2979926830 cites W2062772842 @default.
- W2979926830 cites W2063922017 @default.
- W2979926830 cites W2088784586 @default.
- W2979926830 cites W2108884303 @default.
- W2979926830 cites W2113207845 @default.
- W2979926830 cites W2122773113 @default.
- W2979926830 cites W2123918450 @default.
- W2979926830 cites W2132162500 @default.
- W2979926830 cites W2136988344 @default.
- W2979926830 cites W2140810755 @default.
- W2979926830 cites W2140921663 @default.
- W2979926830 cites W2144443552 @default.
- W2979926830 cites W2149654315 @default.
- W2979926830 cites W2165216406 @default.
- W2979926830 cites W2171367875 @default.
- W2979926830 cites W2183341477 @default.
- W2979926830 cites W2194775991 @default.
- W2979926830 cites W2263490141 @default.
- W2979926830 cites W2301685087 @default.
- W2979926830 cites W2323868208 @default.
- W2979926830 cites W2328905661 @default.
- W2979926830 cites W2346685985 @default.
- W2979926830 cites W2401520370 @default.
- W2979926830 cites W2417958681 @default.
- W2979926830 cites W2732701910 @default.
- W2979926830 cites W2738332719 @default.
- W2979926830 cites W2783703849 @default.
- W2979926830 cites W2790899065 @default.
- W2979926830 cites W2883540141 @default.
- W2979926830 cites W2891253216 @default.
- W2979926830 cites W2896195182 @default.
- W2979926830 cites W2901612843 @default.
- W2979926830 cites W2901859788 @default.
- W2979926830 cites W2906233029 @default.
- W2979926830 cites W2919358988 @default.
- W2979926830 cites W2925014936 @default.
- W2979926830 cites W2929968583 @default.
- W2979926830 cites W2945092046 @default.
- W2979926830 cites W2946039774 @default.
- W2979926830 cites W2946948417 @default.
- W2979926830 cites W2947078801 @default.
- W2979926830 cites W2947134457 @default.
- W2979926830 cites W2949226441 @default.
- W2979926830 cites W2956228567 @default.
- W2979926830 cites W2964046761 @default.
- W2979926830 cites W2964345665 @default.
- W2979926830 cites W2969437969 @default.
- W2979926830 hasPublicationYear "2019" @default.
- W2979926830 type Work @default.
- W2979926830 sameAs 2979926830 @default.
- W2979926830 citedByCount "0" @default.
- W2979926830 crossrefType "posted-content" @default.
- W2979926830 hasAuthorship W2979926830A5004965117 @default.
- W2979926830 hasAuthorship W2979926830A5005340500 @default.
- W2979926830 hasAuthorship W2979926830A5009378553 @default.
- W2979926830 hasAuthorship W2979926830A5012018218 @default.
- W2979926830 hasAuthorship W2979926830A5022762690 @default.
- W2979926830 hasAuthorship W2979926830A5032984201 @default.
- W2979926830 hasAuthorship W2979926830A5033895040 @default.
- W2979926830 hasAuthorship W2979926830A5044981994 @default.
- W2979926830 hasAuthorship W2979926830A5051120030 @default.
- W2979926830 hasAuthorship W2979926830A5062655554 @default.
- W2979926830 hasAuthorship W2979926830A5063971801 @default.