Abstract: An apparatus includes a processor configured to execute instructions, and a memory storing the instructions, which when executed by the processor configure the processor to generate system error prediction data using an error prediction neural network provided with one of a plurality of log data sequences generated by pre-processing a plurality of log data pieces of component log data of a system. The system error prediction data comprises information of a plurality of system errors occurring at a plurality of respective timepoints.

Abstract: An apparatus for measuring blood components, includes: an impedance sensor configured to measure a bio-impedance of a user; and a processor configured to measure, by using a multiple-output artificial neural network (ANN) learning model, a concentration of a basic blood component and a concentration of at least one auxiliary blood component associated with the basic blood component, based on user metadata and the measured bio-impedance.

Abstract: An apparatus for estimating lipid concentration is provided. According to an example embodiment, the apparatus may include a training data collector configured to collect, as training data, a reference lipid concentration measured through blood samples of a plurality of users for a predetermined time period and sensor data obtained through light signals detected from the plurality of users for the predetermined time period and a processor configured to perform preprocessing including a moving average and data augmentation on the obtained sensor data, select a valid variable relevant to a change in lipid concentration based on the preprocessed sensor data and the reference lipid concentration, and generate a lipid concentration prediction model based on the selected valid variable.

Abstract: A control and actuation system is provided for a molding machine for producing expanded-grain cakes. The system includes a control unit, a temperature-regulated heating system, multiple motors operated by the control unit for separately actuating mechanical functions, multiple sensors for providing grain level and mechanism positional data to the control unit, control inputs for programming and otherwise providing input to the control unit, and a display device allowing the control unit to provide operational status information. The control unit regulates the thermal energy input to the mold, the molding cycle frequency, and the size of the grain charge. Several interrupts are used to ensure conformance to the control parameters and to enhance operator safety.

Abstract: Disclosed herein is a machine for producing expanded-grain cakes. The machine includes a frame, a mold unit, a grain supply unit, a grain transfer unit, a mold pressure arm, a drive unit, an open cam, a control unit and a cover unit. A precise charge of cereal grain is metered at the grain supply unit and in synchronism with the mold open cycle, distributed evenly over the mold cavity. Then with the mold unit clamped closed, the charge is heated and, at the end of the baking cycle, a preform is produced with gases at high pressure entrained therewithin. Upon release from the mold, the preform expands to a grain cake of the desired size. The machine controls the thermal energy input, the cycle frequency, the size of the grain charge, and the ejection trajectory. Several interrupts are used to ensure conformance to the control parameters and to enhance operator safety.

Abstract: A control and actuation system is provided for a molding machine for producing expanded-grain cakes. The system includes a control unit, a temperature-regulated heating system, multiple motors operated by the control unit for separately actuating mechanical functions, multiple sensors for providing grain level and mechanism positional data to the control unit, control inputs for programming and otherwise providing input to the control unit, and a display device allowing the control unit to provide operational status information. The control unit regulates the thermal energy input to the mold, the molding cycle frequency, and the size of the grain charge. Several interrupts are used to ensure conformance to the control parameters and to enhance operator safety.

Abstract: Disclosed herein is a machine for producing expanded-grain cakes. The machine includes a frame, a mold unit, a grain supply unit, a grain transfer unit, a mold pressure arm, a drive unit, an open cam, a control unit and a cover unit. A precise charge of cereal grain is metered at the grain supply unit and in synchronism with the mold open cycle, distributed evenly over the mold cavity. Then with the mold unit clamped closed, the charge is heated and, at the end of the baking cycle, a preform is produced with gases at high pressure entrained therewithin. Upon release from the mold, the preform expands to a grain cake of the desired size. The machine controls the thermal energy input, the cycle frequency, the size of the grain charge, and the ejection trajectory. Several interrupts are used to ensure conformance to the control parameters and to enhance operator safety.

Abstract: Site 1- and site 2-selective derivatives of cAMP have been found to inhibit the of a variety of cancer and leukemic cells. The compounds have been found to have a synergistic effect in cancer and leukemic cell growth inhibition when a site 1-selective compounds is used in combination with a site 2-selective compound.

Abstract: A method of inhibiting the proliferation of cells, particularly cancerous cells, by contacting the cells with a phosphorothioate derivative of a cAMP modified at either or both the C-6 and C-8 positions of the adenine moiety, and pharmaceutical compositions therefor.

Abstract: Site 1- and site 2-selective derivatives of cAMP have been found to inhibit the growth of a variety of cancer and leukemic cells. The compounds have been found to have a synergistic effect in cancer and leukemic cell growth inhibition when a site 1-selective compound is used in combination with a site 2-selective compound.

Abstract: The compound 8-chloroadenosine 3',5'-cyclic phosphate and its pharmaceutically acceptable salts are used to treat malignant tumors in afflicted hosts.