Abstract: Example embodiments of the present disclosure are related to artificial intelligence/machine learning (AI/ML) model test. A first apparatus transmits test configuration information to a second apparatus, the test configuration information indicating a test mode of an AI/ML model with respect to at least one transmission and reception unit (TRP), the at least one TRP being arranged within an environment based on a test plan for at least one test channel indicator. The first apparatus receives, from the second apparatus, at least one predicted channel indicator for the at least one TRP, the at least one predicted channel indicator being derived by the second apparatus using the AI/ML model. The first apparatus determines a test result for the AI/ML model based on a comparison between the at least one predicted channel indicator and the at least one test channel indicator, the test result indicating whether the AI/ML model is validated.

Abstract: Systems, methods, apparatuses, and computer program products for verifying positioning accuracy. One method may include transmitting, by testing equipment, a request to measure location coordinates to a device, receiving, by the testing equipment, from the device, a model inference comprising at least one location coordinate, and determining, by the testing equipment, whether a difference between the model inference and at least one ground truth is within a threshold value for a defined number of samples, wherein the at least one ground truth comprises at least one known location coordinate of a test point.

Abstract: A method of making a tissue reference control block is disclosed wherein cancer cells are selected with a known positivity or negativity for a specific marker and cancer cells are grown to a certain phase. The cancer cells are screened for an expression of the specific marker and the screened cancer cells are mixed with stromal cells and co-cultured in a bio-reactor bag. A spheroid grown from the co-cultured mixture of cells is harvested, fixed, and embedded in a core of a paraffin block.

Abstract: The present disclosure relates to a pultrusion process for preparing a reinforced thermoset polyurethane composite, and specifically relates to a pultrusion process for simultaneous optimization of fiber sizing continuously along with the pultrusion process without any interruption by contacting the fibers with a sizing composition.

Abstract: The present disclosure relates to a pultrusion process for preparing a reinforced thermoset polyurethane composite, and specifically relates to a pultrusion process for simultaneous optimization of fiber sizing continuously along with the pultrusion process without any interruption by contacting the fibers with a sizing composition.

Abstract: The disclosed embodiments include methods to form STC and STMC for use in determining presence of cancer, and methods to detect presence of cancer. In one embodiment, A portion of a STC is stained. The STC includes normal cells and cancer cells of a type of cancer co-cultured based on at least one cell culturing factors. The at least one co-culture factors includes a type of the cancer cells being cultured, a ratio of the cancer cells to the normal cells being co-cultured, seeding density of the normal cells and the cancer cells being co-cultured, a type of cell growth supplement used to facilitate culturing the cells, and a concentration of the cell growth supplement used to facilitate co-culturing the cells. The stained portion is observed to determine presence of one or more biomarker types that indicate presence of cancer.

Abstract: The disclosed embodiments include methods to improve yield of cultured cells of STC and STMC for use in determining presence of cancer, and methods to detect presence of cancer. In one embodiment, the method includes solidifying a fluidly gel to form a solid cell holder. The method also includes forming a cavity in the cell holder to hold co-cultured cells, the cell holder operable to hold a plurality of cell culture bags of co-cultured cells, the co-cultured cells comprising normal cells and cancer cells of a type of cancer. The method further includes depositing co-cultured cells from at least two of the plurality of cell culture bags of co-cultured cells in the cavity of the cell holder and processing the co-cultured cells to form the synthetic tissue control.

Abstract: The disclosed embodiments include methods to form STC and STMC for use in determining presence of cancer, and methods to detect presence of cancer. In one embodiment, A portion of a STC is stained. The STC includes normal cells and cancer cells of a type of cancer co-cultured based on at least one cell culturing factors. The at least one co-culture factors includes a type of the cancer cells being cultured, a ratio of the cancer cells to the normal cells being co-cultured, seeding density of the normal cells and the cancer cells being co-cultured, a type of cell growth supplement used to facilitate culturing the cells, and a concentration of the cell growth supplement used to facilitate co-culturing the cells. The stained portion is observed to determine presence of one or more biomarker types that indicate presence of cancer.

Abstract: A 3D gaming client in a mobile phone supporting interactive musical video games. Based on beats in an audio input, visual artifacts are created/and presented to the user in a 3D gaming environment. More than one virtual toy character may optionally be employed by the user to navigate and plan a musical video game as the audio input is played. As the user listens to beats of the musical source, the user's selected character(s) in the 3D gaming space encounters corresponding visual artifacts in the 3D visual space. Thus, the user visually experiences the beats/musical frequencies as dynamically created visual artifacts in a 3D environment, and plays a game by navigating to various points in the displayed 3D environment and by navigating over/around the visual artifacts for the musical frequencies encountered.

Abstract: An electroconductive textile comprising: a non-conductive textile such as a wool-containing fabric, a macromolecular template which is bonded to or entrapped in the non-conductive textile such as poly 2-methoxyaniline-5-sulfonic acid (PMAS), and a conductive polymer which is ordered by and bonded to the macromolecular template such as polyaniline; in which the macromolecular template binds the conductive polymer to the non-conductive textile.