Abstract: Medical reports are converted to document vectors in computing apparatus and sampled by applying a maximum variation sampling function including a fitness function to the document vectors to reduce a number of medical records being processed and to increase the diversity of the medical records being processed. Linguistic phrases are extracted from the medical records and converted to s-grams. A Haar wavelet function is applied to the s-grams over the preselected time interval; and the coefficient results of the Haar wavelet function are examined for patterns representing the likelihood of health abnormalities. This confirms certain s-grams as precursors of the health abnormality and a parameter can be calculated in relation to the occurrence of such a health abnormality.

Abstract: Medical reports are converted to document vectors in computing apparatus and sampled by applying a maximum variation sampling function including a fitness function to the document vectors to reduce a number of medical records being processed and to increase the diversity of the medical records being processed. Linguistic phrases are extracted from the medical records and converted to s-grams. A Haar wavelet function is applied to the s-grams over the preselected time interval; and the coefficient results of the Haar wavelet function are examined for patterns representing the likelihood of health abnormalities. This confirms certain s-grams as precursors of the health abnormality and a parameter can be calculated in relation to the occurrence of such a health abnormality.

Abstract: A WallPlug (interface) connects DICOM devices located at a hospital to external storage and retrieval systems. The external storage and retrieval systems can be part of the National Digital Mammography Archive. The WallPlug allows secure communications within the hospital setting, and allows only selected data to be transferred between the hospital devices and the archive. The WallPlug enables cross-enterprise distribution of medical content with proper authentication and logging of transfers. The WallPlug includes two portals connected together by a private secure network. The use of two separate devices greatly enhances the security, redundancy, and manageability of the combined device.