Lossless compression of JPEG2000 whole slide images is not required for diagnostic virtual microscopy.

نویسندگان

  • Thomas Kalinski
  • Ralf Zwönitzer
  • Florian Grabellus
  • Sien-Yi Sheu
  • Saadettin Sel
  • Harald Hofmann
  • Albert Roessner
چکیده

The use of lossy compression in medical imaging is controversial, although it is inevitable to reduce large data amounts. In contrast with lossy compression, lossless compression does not impair image quality. In addition to our previous studies, we evaluated virtual 3-dimensional microscopy using JPEG2000 whole slide images of gastric biopsy specimens with or without Helicobacter pylori gastritis using lossless compression (1:1) or lossy compression with different compression levels: 5:1, 10:1, and 20:1. The virtual slides were diagnosed in a blinded manner by 3 pathologists using the updated Sydney classification. The results showed no significant differences in the diagnosis of H pylori between the different levels of compression in virtual microscopy. We assume that lossless compression is not required for diagnostic virtual microscopy. The limits of lossy compression in virtual microscopy without a loss of diagnostic quality still need to be determined. Analogous to the processes in radiology, recommendations for the use of lossy compression in diagnostic virtual microscopy have to be worked out by pathology societies.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Data Model for Handling Whole Slide Microscopy Images in Picture Archiving and Communications Systems

Extremely large medical images, like ones of virtual slide microscopy, are beyond some limitations of the DICOM standard (e.g., a 4 Gbyte barrier, caused by 32-bit architecture). Some solutions and trade-offs have been already proposed and included in the DICOM standard (e.g., usage of JPEG2000 image compression standard, JPEG2000 interactive protocol [JPIP] and division of the images into smal...

متن کامل

An oriented service multilayer architecture for virtual microscopy in mobile devices

Background The Virtual Slide (VS) is the constructed tool for interaction with a large amount of visual information, using for doing so devices designed to display and interact with the VS, i.e., search of Regions of Interest (RoIs), labeling specific RoIs in the VS, automatic VS or retrieval of certain RoIs [1]. Two main VS advantages, over a glass slide, are the information access and the dat...

متن کامل

Effect of image compression and scaling on automated scoring of immunohistochemical stainings and segmentation of tumor epithelium

BACKGROUND Digital whole-slide scanning of tissue specimens produces large images demanding increasing storing capacity. To reduce the need of extensive data storage systems image files can be compressed and scaled down. The aim of this article is to study the effect of different levels of image compression and scaling on automated image analysis of immunohistochemical (IHC) stainings and autom...

متن کامل

Performance Evaluation of Emerging Jpegxr Compression Standard for Medical Images

Medical images require lossless compression as a small error due to lossy compression may be considered as a diagnostic error. JPEG XR is the latest image compression standard designed for variety of applications and has a support for lossy and lossless modes. This paper provides in-depth performance evaluation of latest JPEGXR with existing image coding standards for medical images using lossl...

متن کامل

Perceptual Image Compression Using Jpeg2000

Image sizes have increased exponentially in recent years. The resulting highresolution images are typically encoded in a lossy fashion to achieve high compression ratios. Lossy compression can be categorized into visually lossless and visually lossy compression depending on the visibility of compression artifacts. This dissertation proposes visually lossless coding methods as well as a visually...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • American journal of clinical pathology

دوره 136 6  شماره 

صفحات  -

تاریخ انتشار 2011