首页> Computers in biology and medicine> MARTHA - Combining gaze into deep learning for fully quantitative human testicular histology analysis.

MARTHA - Combining gaze into deep learning for fully quantitative human testicular histology analysis.

导出 LinkOut

翻译打印收藏纠错

第一作者： Jacqueline,Kockwelp

第一单位： Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, 48149, North Rhine-Westphalia, Germany; Institute for Geoinformatics, University of Münster, Münster, 48149, North Rhine-Westphalia, Germany; Faculty of Mathematics and Computer Science, University of Münster, Münster, 48149, North Rhine-Westphalia, Germany. Electronic address: j.kockwelp@uni-muenster.de.

作者： Jacqueline,Kockwelp ^[1] ; Sabine,Kliesch ^[2] ; Jörg,Gromoll ^[3] ; Joachim,Wistuba ^[4] ; Benjamin,Risse ^[5]

作者单位： Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, 48149, North Rhine-Westphalia, Germany; Institute for Geoinformatics, University of Münster, Münster, 48149, North Rhine-Westphalia, Germany; Faculty of Mathematics and Computer Science, University of Münster, Münster, 48149, North Rhine-Westphalia, Germany. Electronic address: j.kockwelp@uni-muenster.de. ^[1] Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, 48149, North Rhine-Westphalia, Germany. Electronic address: Sabine.Kliesch@ukmuenster.de. ^[2] Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, 48149, North Rhine-Westphalia, Germany. Electronic address: Joerg.Gromoll@ukmuenster.de. ^[3] Centre of Reproductive Medicine and Andrology, University Hospital Münster, Münster, 48149, North Rhine-Westphalia, Germany. Electronic address: Joachim.Wistuba@ukmuenster.de. ^[4] Institute for Geoinformatics, University of Münster, Münster, 48149, North Rhine-Westphalia, Germany; Faculty of Mathematics and Computer Science, University of Münster, Münster, 48149, North Rhine-Westphalia, Germany. Electronic address: b.risse@uni-muenster.de. ^[5]

关键词 Computer vision Deep learning Digital pathology Eye tracking Image annotation Quantitative histomorphometry Reproductive medicine

医学主题词人类(Humans);男(雄)性(Male);睾丸(Testis);图像处理, 计算机辅助(Image Processing, Computer-Assisted)

DOI 10.1016/j.compbiomed.2025.111270

PMID 41232374

发布时间 2025-12-08

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交