Abstract: Nominal values of parameters, and perturbations of the nominal values, that are associated with previously defined radiation treatment plans are accessed. For each treatment field of the treatment plans, a field-specific planning target volume (fsPTV) is determined based on those perturbations. At least one clinical target volume (CTV) and at least one organ-at-risk (OAR) volume are also delineated. Each OAR includes at least one sub-volume that is delineated based on spatial relationships between each OAR and the CTV and the fsPTV for each treatment field. Dose distributions for the sub-volumes are determined based on the nominal values and the perturbations. One or more dose prediction models are generated for each sub-volume. The dose prediction model(s) are trained using the dose distributions.

Abstract: In one aspect, a garage door opener system includes a battery configured to be charged by a power source, a controller coupled to the battery, the controller configured to operate a motor that is powered only by the battery, at least one sensor coupled to the motor and the controller, the at least one sensor generating sensor data, and a battery monitoring system coupled to the battery, the controller, and the least one sensor, the battery monitoring system configured to monitor a power consumption of the battery and a state of the battery, and to update an operation configuration of the controller based on historical power consumption of the battery, the state of the battery, and the sensor data.

Abstract: An apparatus having a mounting system and a helmet mounted display. The mounting system including a mounting plate and a mounting rocker. The helmet mounted display including a housing; latching tabs; an optical element having a combiner surface; at least one processor; and at least one memory including software, the at least one memory and software configured to, with the at least one processor, cause the apparatus at least to display heads up information on the combiner surface. The optical element is housed within a second portion of the housing being hingedly attached to the first portion of the housing. The apparatus is configured such that the combiner surface is positionable within the field of view of a wearer of the helmet. Related assemblies and methods are described.

Abstract: An apparatus having a mounting system and a helmet mounted display. The mounting system including a mounting plate and a mounting rocker. The helmet mounted display including a housing; latching tabs; an optical element having a combiner surface; at least one processor; and at least one memory including software, the at least one memory and software configured to, with the at least one processor, cause the apparatus at least to display heads up information on the combiner surface. The optical element is housed within a second portion of the housing being hingedly attached to the first portion of the housing. The apparatus is configured such that the combiner surface is positionable within the field of view of a wearer of the helmet. Related assemblies and methods are described.

Abstract: An apparatus having a mounting system and a helmet mounted display. The mounting system including a mounting plate and a mounting rocker. The helmet mounted display including a housing; latching tabs; an optical element having a combiner surface; at least one processor; and at least one memory including software, the at least one memory and software configured to, with the at least one processor, cause the apparatus at least to display heads up information on the combiner surface. The optical element is housed within a second portion of the housing being hingedly attached to the first portion of the housing. The apparatus is configured such that the combiner surface is positionable within the field of view of a wearer of the helmet. Related assemblies and methods are described.

Abstract: An apparatus having a mounting system and a helmet mounted display. The mounting system including a mounting plate and a mounting rocker. The helmet mounted display including a housing; latching tabs; an optical element having a combiner surface; at least one processor; and at least one memory including software, the at least one memory and software configured to, with the at least one processor, cause the apparatus at least to display heads up information on the combiner surface. The optical element is housed within a second portion of the housing being hingedly attached to the first portion of the housing. The apparatus is configured such that the combiner surface is positionable within the field of view of a wearer of the helmet. Related assemblies and methods are described.