Aug 2026· Journal of Pathology Informatics· Vol 23, pp. 100707· 0 citations· 42 references
Medicine
Abstract
The display is a vitally important component in the digital imaging chain, being placed at the final step at the interface to the pathologist. In medical imaging fields such as radiology, there are numerous guidelines and standards relating to the display. However, in digital pathology, there are relatively few recommendations for displays, and those that are available can quickly become obsolete in this fast-moving field. There is general disagreement over whether consumer-grade displays are adequate for digital pathology reporting, or whether medical-grade displays are required, as is the practice in radiology. However, irrespective of the type of display chosen, it is essential that the device can ensure a reproducible, reliable, optimal appearance for diagnostic assessment. This is particularly important to support the ongoing clinical implementation of digital pathology and engender confidence in this relatively new and disruptive technology from the perspective of medical professionals, patients, and the public. Here, we describe and examine the existing guidance on displays in digital pathology and the current landscape of devices. We present tools and methodologies to aid display selection, propose minimum recommendations for pathology display specifications, and present a framework for design of a display quality assurance method.
Introduction The analysis of gigapixel high-resolution whole-slide images (WSIs) with rich color information using deep learning (DL) models is a routine task in computational pathology (CPath). However, the necessity of such information-rich inputs remains insufficiently explored. Objectives This literature study aims...
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This paper describes various methods for testing medical devices. The standards IEC 60601 and ISO 13485, which define the manufacturing process and use of medical devices, as well as testing and calibration procedures that ensure their proper functioning, are discussed. Attention is also given to the calibration of med...
Danijela Vasiljevic· Zbornik radova Fakulteta teh...· 0 citations
In healthcare, the use of machine learning to process personal data offers substantial gains in quality and efficiency. A key prerequisite is the availability of large volumes of digital health data — an area in which radiology plays a leading role. This thesis examines whether and to what extent data protection law hi...
To summarize survival outcomes and identify key prognostic factors, primary urethral carcinoma is a rare and aggressive malignancy of the genitourinary system characterized by significant heterogeneity and limited high-quality evidence.
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