PACS needs new compression standardWhile the reluctance of imaging equipment manufacturers to develop software for lossy compression is understandable, it is disappointing that the DICOM members chose not to move forward with a proposal to
While the reluctance of imaging equipment manufacturers to develop software for lossy compression is understandable, it is disappointing that the DICOM members chose not to move forward with a proposal to develop a standard for lossy compression to replace what is in DICOM now (see story at right).
Vendors are reluctant to adopt a standard for wavelet compression, a promising lossy technique, due to its high development costs. Unlike JPEG compression, wavelet is not heavily used in the PC market, and higher sales to consumers of JPEG-based products help offset R&D costs.
A significant component of the financial success of PACS relies on the adoption of data compression. Unfortunately, the amount of compression needed to reduce communication and storage costs is not achievable with lossless methods. If PACS archives simply store images in uncompressed form, the cost becomes so high that the idea of full online storage is abandoned and "shelf management" of media, with all of its pitfalls, takes over.
Granted, we are not far from the development of the next version of JPEG, JPEG 2000, which is one alternative considered by the DICOM Standards Committee. But it will have to be evaluated, and if found unsuitable, the work of the compression working group would have to be done anyway.
The DICOM Standards Committee should lead in this effort, not follow. A lossy compression standard developed with medical imaging applications as a target might influence the JPEG 2000 effort, instead of the other way around.
-By Steven Horii, chairman, ACR Committee on DICOM Standards
MRI-Based AI Radiomics Model Offers 'Robust' Prediction of Perineural Invasion in Prostate Cancer
July 26th 2024A model that combines MRI-based deep learning radiomics and clinical factors demonstrated an 84.8 percent ROC AUC and a 92.6 percent precision-recall AUC for predicting perineural invasion in prostate cancer cases.
Breast MRI Study Examines Common Factors with False Negatives and False Positives
July 24th 2024The absence of ipsilateral breast hypervascularity is three times more likely to be associated with false-negative findings on breast MRI and non-mass enhancement lesions have a 4.5-fold likelihood of being linked to false-positive results, according to new research.
Can Polyenergetic Reconstruction Help Resolve Streak Artifacts in Photon Counting CT?
July 22nd 2024New research looking at photon-counting computed tomography (PCCT) demonstrated significantly reduced variation and tracheal air density attenuation with polyenergetic reconstruction in contrast to monoenergetic reconstruction on chest CT.