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494 results about "Computer analysis" patented technology

Lung nodule detection and classification

A computer assisted method of detecting and classifying lung nodules within a set of CT images includes performing body contour, airway, lung and esophagus segmentation to identify the regions of the CT images in which to search for potential lung nodules. The lungs are processed to identify the left and right sides of the lungs and each side of the lung is divided into subregions including upper, middle and lower subregions and central, intermediate and peripheral subregions. The computer analyzes each of the lung regions to detect and identify a three-dimensional vessel tree representing the blood vessels at or near the mediastinum. The computer then detects objects that are attached to the lung wall or to the vessel tree to assure that these objects are not eliminated from consideration as potential nodules. Thereafter, the computer performs a pixel similarity analysis on the appropriate regions within the CT images to detect potential nodules and performs one or more expert analysis techniques using the features of the potential nodules to determine whether each of the potential nodules is or is not a lung nodule. Thereafter, the computer uses further features, such as speculation features, growth features, etc. in one or more expert analysis techniques to classify each detected nodule as being either benign or malignant. The computer then displays the detection and classification results to the radiologist to assist the radiologist in interpreting the CT exam for the patient.
Owner:RGT UNIV OF MICHIGAN

Method and apparatus for continuously monitoring parameters of reciprocating compressor cylinders

An apparatus and method for continuously monitoring selected parameters of reciprocating compressor cylinders is disclosed, the apparatus includes a plurality of sensors positioned to monitor selected parameters within the cylinder on either side of the piston, with the selected parameters including pressures on each side of the piston for each cycle, temperatures of the gas entering and exiting the cylinder, and vibrations of components such as a piston shaft within the cylinder. A calculator means in close proximity to the cylinder receives the signals from the sensors and analyzes the signals for each cycle of the piston. Output signals proportional to the monitored signals are transmitted to a remotely located computer. The output signals include pressure versus volume curves for each cylinder volume, horsepower consumed by the cylinder, inlet suction and outlet discharge gas temperatures of the gases moved through the cylinder, and compression and tension stress on the piston rod. Computer analyses compare monitored signals to pre-selected ranges of operating parameters to provide alarm signals to alert operators of the performance and mechanical conditions within the monitored reciprocating compressor cylinder. A method of operation for continuously monitoring selected parameters of reciprocating compressor cylinders is also disclosed.
Owner:WINDROCK

Symmetrical liquid drop injecting three-dimensional fast shaping method and apparatus thereof

The present invention belongs to rapid molding field of technology, which especially relates to a rapid shaping method and a device of metal. Inert gas used by the present invention is bled into a crucible and a vacuum tight chamber that can obtain steady differential pressure by means of pressure control system, which makes mental fusant ejected in the form of laminar jet from a micro-nozzle that is positioned on a bottom of the crucible. Vibration disturbance mental shooting flow produced by a piezoelectric oscillator turns metal shooting flow into uniform droplets. And real-time size parameters of the droplets mentioned-above can be obtained by monitoring system and computer analysis system. Subject to the size parameters of part that are input in advance, micro-computer control system has the real-time control for electrical field parameters of a deflexion polar plate, thus, controlling flight profile of the metal droplets and manufacturing metal parts with good quality in cooperation with a three-dimensional control station. The present invention is able to directly turn liquid metal into close-finished metal parts that are provided with rapid coagulation and delicate structure. The present invention has short technological process and products have good quality, which greatly reduces equipment investments.
Owner:TIANJIN UNIV
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