Abstract: Described herein are methods and computer systems for classification of CD8 T-cell topology using a patient response-based linear cutoff model. A plurality of histology images of tissue samples in a plurality of patients are received by a computer system. An image analysis of the plurality of histology images is performed to obtain a CD8+ T-cell abundance in the tumor parenchyma and stroma in each of the plurality of histology images. Real inflammation scores and tumor infiltration scores are determined based on a polar coordinate transformation of the CD8+ T-cell abundance in the tumor parenchyma and stroma. Based on the real inflammation scores and tumor infiltration scores, a feature space is generated, and linear boundaries or linear cutoffs between a plurality of classifications in the feature space are identified based on the real inflammation scores, the tumor infiltration scores, and patient response data.

Abstract: A double ball rearview device mounting assembly includes a bracket having a windshield engagement surface, an internal sensor receiving aperture, and an external clip engagement wall. A sensor is adapted for reception in the internal sensor receiving aperture. A clip is operably coupled to the bracket to secure the sensor. A bracket cover is configured to slide into secure engagement with the bracket and includes a first mounting ball. A barrel is pivotally coupled to the first mounting ball at one end, and is pivotally coupled to a second mounting ball at the other end. A rearview device is operably mounted to the second mounting ball.

Abstract: A double ball rearview device mounting assembly includes a bracket having a windshield engagement surface, an internal sensor receiving aperture, and an external clip engagement wall. A sensor is adapted for reception in the internal sensor receiving aperture. A clip is operably coupled to the bracket to secure the sensor. A bracket cover is configured to slide into secure engagement with the bracket and includes a first mounting ball. A barrel is pivotally coupled to the first mounting ball at one end, and is pivotally coupled to a second mounting ball at the other end. A rearview device is operably mounted to the second mounting ball.

Abstract: A multi-display vehicular rearview mirror system (2600) and method includes an electrochromic (EC) glass element (2603) and a plurality of liquid crystal displays (LCDs) (2605a, 2605b, 2605c) positioned behind EC element (2603). A plurality of light emitting diodes (LEDs) (2610a, 2610b, 2610c) are used for providing backlighting for each respective LCD of the plurality of LCDs such that the LCDs utilize a plurality of imaging devices (2717, 2719, 2721) for forming substantially a single image across the plurality of LCDs (2605a, 2605b, 2605c).

Abstract: A multi-display vehicular rearview mirror system (2600) and method includes an electrochromic (EC) glass element (2603) and a plurality of liquid crystal displays (LCDs) (2605a, 2605b, 2605c) positioned behind EC element (2603). A plurality of light emitting diodes (LEDs) (2610a, 2610b, 2610c) are used for providing backlighting for each respective LCD of the plurality of LCDs such that the LCDs utilize a plurality of imaging devices (2717, 2719, 2721) for forming substantially a single image across the plurality of LCDs (2605a, 2605b, 2605c).