Abstract: The invention provides a system and a method thereof for establishing an extubation prediction using a machine learning model capable of obtaining an extubation prediction model and key features used by the extubation prediction model through training and/or verification of a machine learning model, and analyzing key feature data of a patient in real time through the extubation prediction model in order to obtain a possibility of extubation of the patient and its related explanation. Accordingly, the system and the method thereof for establishing the extubation prediction using the machine learning model disclosed in the invention are used as a tool for clinical caregivers to evaluate extubation in order to reduce a possibility of reintubation due to inability to breathe spontaneously after extubation.

Abstract: A method of generating a layout diagram of a semiconductor device includes populating a conductive layer M(h) with segment patterns representing corresponding conductive segments in the semiconductor device. The segment patterns including first and second power grid (PG) patterns and first routing patterns, where h is an integer and h?1. Arranging long axes of the first and second PG patterns and the first routing patterns to extend in a first direction. Arranging the first and second PG patterns to be separated, relative to a second direction, by a PG gap having a midpoint. The second direction being substantially perpendicular to the first direction. Distributing the first routing patterns between the first and second PG patterns and substantially uniformly in the second direction with respect to the midpoint of the PG gap.

Abstract: A method includes forming, over a substrate, adjacent first and second transistor stacks each including a first transistor, and a second transistor over the first transistor. A plurality of first conductive lines is formed in a first metal layer. The plurality of first conductive lines includes a power conductive line configured to route power to the first transistor stack, one or more signal conductive lines configured to route one or more signals to the first transistor stack, and a shielding conductive line configured to shield the routed one or more signals. The power conductive line or the shielding conductive line is shared with the second transistor stack.

Abstract: A method includes fabricating a first-type active-region semiconductor structure and second-type active-region semiconductor structure stacked with each other. The method also includes fabricating an upper source conductive segment intersecting the second-type active-region semiconductor structure at a second source region and forming a front-side power rail extending in a first direction that is conductively connected to the upper source conductive segment through a front-side terminal via-connector. The method further includes forming a top-to-bottom via-connector that passes through the substrate and conductively connects to the upper source conductive segment, forming a back-side metal layer on a backside of the substrate, and forming a back-side power node extending in the first direction that is conductively connected to the top-to-bottom via-connector.

Abstract: An energy storage device capable of suppressing battery spread of battery fire includes a control module and a plurality of battery modules, and the battery modules respectively include an accommodation space, a plurality of battery packs, a plurality of temperature sensors and a controller. The controller provides a first control signal to notify the control module based on an ambient temperature detected by one of the temperature sensors being greater than or equal to a first specific temperature range. The control module is used to transfer a battery capacity of an abnormal battery module of the battery modules providing the first control signal to a backup energy storage module, and the backup energy storage module includes the battery modules except the abnormal battery module or a next-stage device.

Abstract: A method includes forming a semiconductor layer over a substrate; etching a portion of the semiconductor layer to form a first recess and a second recess; forming a first masking layer over the semiconductor layer; performing a first thermal treatment on the first masking layer, the first thermal treatment densifying the first masking layer; etching the first masking layer to expose the first recess; forming a first semiconductor material in the first recess; and removing the first masking layer.

Abstract: An organic light emitting diode display includes an integrated circuit, a first electrode, a spacer, an organic material stack layer, and a second electrode. The first electrode is electrically connected to the integrated circuit and has a top surface, a bottom surface, and an inclined surface connecting the top and bottom surfaces. An angle between the inclined surface and the bottom surface is in a range from about 45 degrees to about 80 degrees. The spacer is disposed to cover the inclined surface of the first electrode. The organic material stack layer is disposed on the first electrode. The second electrode is disposed on the organic material stack layer and the spacers.

Abstract: Disclosed are methods, devices and the non-transitory computer storage media of matching clinical trials. The present disclosure provides a method of matching clinical trials. The method comprises: obtaining a first data set from a pathology report; obtaining a second data set of a clinical trial; determining whether the first data set and the second data set are matched with respect to a first set of fields; determining a relevance value between the first data set and the second data set with respect to a second set of fields when the first data set and the second data set are matched with respect to the first set of fields; and determining the clinical trial as recommended when the relevance value exceeds a threshold.

Abstract: A one-time-programmable (OTP) memory device includes a memory array including an N-type memory cell and a P-type memory cell. The N-type memory cell includes first channel layers and second channel layers. The P-type memory cell includes third channel layers and fourth channel layers. The N-type memory cell and the P-type memory cell further include a first word-line gate structure extending in the Y-direction and wrapping around the first channel layers and the third channel layers, and an anti-fuse gate structure extending in the Y-direction and wrapping around the second channel layers and the fourth channel layers. The OTP memory device further includes a wall structure extending in an X-direction and between the N-type memory cell and the P-type memory cell in the Y-direction. The first channel layers, the second channel layers, the third channel layers, and the fourth channel layers attach on the wall structure.

Abstract: An OTP memory using a PUF technology includes a first memory cell. The first memory cell includes an antifuse transistor, a first select transistor and a second select transistor. The antifuse transistor includes a first nanowire, a second nanowire, a first gate structure, a first drain/source structure and a second drain/source structure. The first portions of the first nanowire and the second nanowire are contacted with the isolation wall. The second portions of the first nanowire and the second nanowire are covered by the first gate structure. The first drain/source structure is electrically connected with the first terminals of the first nanowire and the second nanowire. The second drain/source structure is electrically connected with a second terminal of the second nanowire, but not electrically connected with a second terminal of the first nanowire.

Abstract: In an example, an electronic device may include a network interface device having a first transceiver to communicate via a short-range wireless communication protocol and a second transceiver to communicate via the short-range wireless communication protocol. Further, the electronic device may include a processor connected to the network interface device. During operation, the processor may receive a request to search a first device in accordance with the short-range wireless communication protocol. Further, the processor may search a first radio frequency channel via the first transceiver to detect the first device. Furthermore, the processor may search a second radio frequency channel via the second transceiver to detect the first device. The first radio frequency channel and the second radio frequency channel may be searched in parallel.

Abstract: An electronic device includes a substrate, a transistor, and a ring resonator. The transistor is over the substrate. The ring resonator is over the substrate and overlaps with the transistor. The ring resonator includes a conductive loop and an impedance matching element. The conductive loop includes a loop portion having two first parts and a second part and two feeding lines. Each of the first parts of the loop portion is between the second part of the loop portion and one of the feeding lines, and a tunnel barrier of the transistor is closer to the second part than to the feeding lines. The impedance matching element is closer to the feeding lines than to the second part.

Abstract: A package carrier includes a circuit structure layer and a heat-conducting element. The circuit structure layer includes a notch portion. The heat-conducting element includes a first heat-conducting portion and a second heat-conducting portion vertically connected to the first heat-conducting portion. The notch portion exposes the first heat-conducting portion, and an outer surface of the second heat-conduction portion is aligned with a side surface of the circuit structure layer.

Abstract: Disclosed are support-activators and catalyst compositions comprising the support-activators for polymerizing olefins in which the support-activator includes clay heteroadduct, prepare from a colloidal phyllosilicate such as a colloidal smectite clay, which is chemically-modified with a heterocoagulation agent. By limiting the amount of heterocoagulation reagent relative to the colloidal smectite clay as described herein, the smectite heteroadduct support-activator is a porous and amorphous solid which can be readily isolated from the resulting slurry by a conventional filtration process, and which can activate metallocenes and related catalysts toward olefin polymerization. Related compositions and processes are disclosed.

Abstract: A testing method includes the following steps of: accessing a memory chip to put the memory chip into a write leveling mode; inputting a strobe signal into the memory chip under the write leveling mode; adjusting signal edges of the strobe signal to sample a clock state of a clock signal in the memory chip under the write leveling mode; generating a data signal according to the strobe signal under the write leveling mode; and determining types of the memory chip according to the data signal under the write leveling mode.

Abstract: A knife rack includes a box body having a bottom, a plurality of peripheral walls surrounding the bottom, an accommodating space surrounded by the peripheral walls and the bottom and an opening provided where the accommodating space communicates with the outside, a top cover covering the opening and provided with a plurality of long slotted holes, and a plurality of round balls set within the accommodating space of the box body and used as a support structure for supporting knifes. The point-like contact between the round balls and the blades of stored knives can greatly reduce the contact area between the round balls and the blades, and the gaps between the round balls are conducive to air circulation.

Abstract: Disclosed is a method of forming a semiconductor device. The method includes providing a precursor having a substrate and protrusions over the substrate. The protrusions are interposed by trenches. The method further includes depositing a first dielectric layer over the protrusions and filling the trenches. The first dielectric layer has a first hardness. The method further includes treating the first dielectric layer with an oxidizer. The method further includes performing a chemical mechanical planarization (CMP) process to the first dielectric layer.

Abstract: A three-dimensional memory device and a manufacturing method thereof are provided. The three-dimensional memory device includes first and second stacking structures, isolation pillars, gate dielectric layers, channel layers and conductive pillars. The stacking structures are laterally spaced apart from each other. The stacking structures respectively comprises alternately stacked insulating layers and conductive layers. The isolation pillars laterally extend between the stacking structures. The isolation pillars further protrude into the stacking structures, and a space between the stacking structures is divided into cell regions. The gate dielectric layers are respectively formed in one of the cell regions, and cover opposing sidewalls of the stacking 10 structures and sidewalls of the isolation pillars. The channel layers respectively cover an inner surface of one of the gate dielectric layers.

Abstract: An integrated circuit (IC) device includes first to fourth circuits configured to perform corresponding functions. The first to fourth circuits correspondingly include first to fourth active regions extending along a first direction, and further include a plurality of gate regions extending along a second direction transverse to the first direction. Adjacent gate regions among the plurality of gate regions are spaced from each other along the first direction by one gate region pitch. The first active region and the second active region correspondingly have a first source/drain region and a second source/drain region spaced from each other, along the first direction, by one gate region pitch. The first source/drain region is a drain region. The plurality of gate regions includes a dummy gate region between the first source/drain region and the second source/drain region. The third active region and the fourth active region share a common source region.