Shanghai Eastsoft Microelectronics Co., Ltd.

International Business Machines Corporation

Jingjing Tao

Xu Zhang

Ruijin Liu

Jing Li

Guo Tong Xie

Gang Hu

Haifeng Liu

Zhaonan Sun

Jiejie Lv

A method, system, and computer program product, include obtaining a plurality of training sets of samples and a plurality of testing sets of samples from a data set of clinical records, the plurality of training sets of samples and the corresponding plurality of testing sets of samples including different samples of the data set, determining statistical significance for a plurality of risk factors of a model from the plurality of training sets of samples, determining a plurality of performance metrics of the model from the plurality of testing sets of samples, and determining an evaluation metric of the plurality of risk factors for the model based on the statistical significance and the plurality of performance metrics, the evaluation metric being for improving accuracy of the model.

System, method and computer program product for evaluation and identification of risk factor

A phase locked loop frequency calibration circuit and a method are provided. The circuit includes a timer, a counter, a control module, a frequency divider and a voltage controlled oscillator; output of voltage controlled oscillator is connected with first input of frequency divider, output of frequency divider is connected with first input of counter, second input of frequency divider, first input of timer and second input of counter are respectively connected with first output of control module, third input of counter is connected with output of timer, output of counter is connected with first input of control module, a reference clock signal is respectively sent to second input of timer and second input of control module, the number of clocks used by frequency divider to perform frequency division on output clock signal of voltage controlled oscillator is sent to third input of control module.

Phase locked loop frequency calibration circuit and method

A low noise amplifier and a chip. The amplifier includes a biasing circuit unit, a first amplifying circuit unit, a first adjusting unit, a first signal input, a second signal input and a first signal output; the biasing circuit unit includes a first voltage output and a second voltage output; the first amplifying circuit unit includes a first N-type transistor, a first P-type transistor, a first output capacitor, a second output capacitor, a first impedance and a second impedance; gates of first N-type and P-type transistors are connected to first voltage output and first signal input, and second voltage output and first signal input, respectively, via adjusting unit; source of first N-type transistor is connected to source of first P-type transistor and second signal input; drains of first N-type and P-type transistors are connected respectively to impedance, and to first signal output and second signal output via output capacitor.

Low noise amplifier and chip

A crystal oscillator, including: a voltage stabilizing unit, a transconductance unit, a feedback resistor, a crystal resonator and at least two ground capacitors. The voltage stabilizing unit includes a current source and a first branch circuit including PMOS and NMOS connected in series, PMOS has its source connected to output of the current source, PMOS and NMOS have their gates connected to drains thereof, and NMOS has its source connected to ground. The transconductance unit includes a second branch circuit including PMOS and NMOS connected in series, PMOS has its source connected to output of the voltage stabilizing unit, PMOS and NMOS have their gates connected to input of the crystal resonator and one end of the resistor, and have their drains connected to output of the crystal resonator and another end of the resistor. The capacitors are connected to two ends of the crystal resonator respectively and ground.

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Shanghai, China

Jingjing Tao