Reproducibility assessment of Dextrusion: A deep learning pipeline for detecting epithelial cell extrusion events [0.03%]
基于深度学习的上皮细胞脱落检测管道Dextrusion的可重复性评估研究
Nicholas D Condon,Jian Xiong Wang,Alessandro A Felder
Nicholas D Condon
Reproducibility is essential for scientific software but can be hindered by technical and maintenance challenges. As part of the Global Bioimage Analyst Society reproducibility initiative, we evaluated Dextrusion, a deep learning pipeline f...
An efficient training methodology of a deep learning model for accurate stereological quantification of the ferrite-pearlite microstructure in steel [0.03%]
一种高效的深度学习模型训练方法 可对钢中珠光体/铁素体组织进行精确的立体定量分析
Nikhil Chaurasia,Sandeep Sangal,Shikhar Krishn Jha
Nikhil Chaurasia
This study introduces an automated deep learning-based methodology for precise and comprehensive characterisation of ferrite-pearlite microstructures. By leveraging a UNET-based Convolutional Neural Network (CNN) architecture, which has bee...
Pablo Hernandez-Varas,Chiara Rossi,Erin M Tranfield et al.
Pablo Hernandez-Varas et al.
Today's life science endeavours are complex and interconnected, and they face diverse challenges, such as budgetary insecurity and the reproducibility crisis. As a result, core facilities have become vital in research institutes, transition...
Stress and conflict management in core facilities-News from an imaging survey [0.03%]
核心设施中的压力与冲突管理——来自成像调查的新闻报告
Jan Peychl,Chiara Rossi,Nathalie Aulner et al.
Jan Peychl et al.
While conflict management is a well-known challenge for people working in the service sector, this topic remains largely unexplored in scientific imaging core facilities, despite frequent interactions with diverse users in environments with...
Austin Tagnani,Alexander Lovely,Adriana Nuñez et al.
Austin Tagnani et al.
Core facilities provide indispensable access to advanced instrumentation, technical expertise, and support services that enable research, with impact extending beyond the university level to the broader scientific community. Despite their p...
Jessica B Back,Alexander Scott,Zhenxi Guo et al.
Jessica B Back et al.
Two surveys were conducted of international core facilities that focused on Microscopy and Flow Cytometry for an in-depth snapshot of the landscape. Here we focus on the Flow Cytometry survey which had 148 respondents across 'The Americas',...
Closer to the native state: Sandwich freezing and freeze-substitution of microorganisms, cultured cells, and animal and plant tissues for electron microscopy [0.03%]
更接近天然状态：微生物、培养细胞及动植物组织的夹心冷冻和低温置换术以供电子显微镜观察
Masashi Yamaguchi,Katsuyuki Uematsu,Toshikatsu Kuramoto et al.
Masashi Yamaguchi et al.
Since the invention of the electron microscope, morphologists have developed numerous techniques to visualise the native ultrastructure of biological cells and tissues. Although conventional chemical fixation followed by room temperature de...
Advancing collagen-related pathology assessment through second-harmonic generation imaging [0.03%]
利用二次谐波生成影像推进胶原蛋白相关病理评估
Jackson Rodrigues,Manikanth Karnati,Gagan Raju et al.
Jackson Rodrigues et al.
Collagen remodelling and dysregulation are the hallmarks of diverse pathological conditions. In this context, second-harmonic generation (SHG) imaging has emerged as a powerful label-free modality for assessing collagen. This offers submicr...
Making the invisible visible: A global examination of careers and recognition for Imaging Scientists in core facilities [0.03%]
让不可见变得可见：全球范围内核心设施中成像科学家的职业与发展及其认可状况研究
Kerry Thompson,Johanna Bischof,Yara Reis et al.
Kerry Thompson et al.
Imaging facilities underpin a growing share of modern life-science research, yet the career conditions and scholarly recognition of the Imaging Scientists in core facilities who design, deliver, and interpret imaging research remain uneven....
Jiayi Chen,Yue Sun,Liujia Tian et al.
Jiayi Chen et al.
This study investigates the f-ratio quantitative method applicable to Cold Field Emission Scanning Electron Microscope/Energy Dispersive X-Ray Spectroscopy (CFE-SEM/EDS) systems. To address the issue of cumbersome calculations arising from ...