Abstract: The disclosed technology includes a method for determining outcomes of patients across healthcare centers, the method including: receiving, at a computer system, patient data for patients in healthcare centers, training, using machine learning techniques and a portion of the data for the burn patients, a predictive model to predict patient outcomes based on assessing patient data for patients across the healthcare centers, and returning the trained predictive model for runtime use. During runtime use, the method can include: providing the patient data as input to the predictive model, receiving, as output, predicted patient outcomes for at least one patient amongst the patients in the healthcare centers, generating, based on the predicted patient outcomes, at least one care recommendation, generating output representative of the predicted patient outcomes and the care recommendation, and transmitting the output to a user computing device for presentation in a graphical user interface (GUI) display.

Abstract: The disclosed technology includes a method for determining outcomes of patients across healthcare centers, the method including: receiving, at a computer system, patient data for patients in healthcare centers, training, using machine learning techniques and a portion of the data for the burn patients, a predictive model to predict patient outcomes based on assessing patient data for patients across the healthcare centers, and returning the trained predictive model for runtime use. During runtime use, the method can include: providing the patient data as input to the predictive model, receiving, as output, predicted patient outcomes for at least one patient amongst the patients in the healthcare centers, generating, based on the predicted patient outcomes, at least one care recommendation, generating output representative of the predicted patient outcomes and the care recommendation, and transmitting the output to a user computing device for presentation in a graphical user interface (GUI) display.

Abstract: A cutting tool attachment for a power tool is freely rotatable about an end of the power tool. A fence provides a complementary flat surface area for the cutting tool attachment to rest against a surface of the material to be cut. The fence prevents free rotation of the cutting tool attachment while in use. A handle allows a user to guide the attachment along the surface of the material, while also providing leverage to keep the attachment against the material surface close to the attachment, but at a safe position to reduce the chance of injury. A user can rotate the power tool relative to the cutting attachment to achieve a comfortable position or to help turn the attachment and power tool. The power tool is therefore positionable along a 360 arc of movement relative to the attachment while the attachment is positioned along the surface of a material.

Abstract: Systems and method can be provided to transform input data (e.g., CT imaging data) into structured representations to create interpretable models. Another aspect of the current invention can be generating labels synthetically to apply to real data according to a biologically-based labelling technique to guide the model training with a priori mechanistic knowledge.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of an anti-diabetic therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of an anti-inflammatory therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a combination of any two or more therapies selected from a lipid-lowering therapy, an anti-inflammatory therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: A cutting tool attachment for a power tool is freely rotatable about an end of the power tool. A fence provides a complementary flat surface area for the cutting tool attachment to rest against a surface of the material to be cut. The fence prevents free rotation of the cutting tool attachment while in use. A handle allows a user to guide the attachment along the surface of the material, while also providing leverage to keep the attachment against the material surface close to the attachment, but at a safe position to reduce the chance of injury. A user can rotate the power tool relative to the cutting attachment to achieve a comfortable position or to help turn the attachment and power tool. The power tool is therefore positionable along a 360 arc of movement relative to the attachment while the attachment is positioned along the surface of a material.

Abstract: A method for forming a polyurethane foam with reduced emissions is provided. The method includes a step of reacting a mixture comprising a polyol composition, an isocyanate composition, and a butylated triphenyl phosphate ester, The reaction forms a polyurethane foam. Characteristically, the butylated triphenyl phosphate ester is present in a sufficient amount to inhibit emission of propionaldehyde, formaldehyde, and acetaldehyde.

Abstract: Systems and method can be provided to transform input data (e.g., CT imaging data) into structured representations to create interpretable models. Another aspect of the current invention can be generating labels synthetically to apply to real data according to a biologically-based labelling technique to guide the model training with a priori mechanistic knowledge.

Abstract: A composition for forming a polyurethane foam is provided using polyol having a total unsaturation less than 0.04 meq/g, methylene diphenyl diisocyanate (MDI), and epoxidized soybean oil. The epoxidized soybean oil may comprise greater than about 5% by weight of the composition. A method for forming polyurethane foam using the aforementioned composition is also provided.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a lipid-lowering therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: A cart for medical equipment includes a base having one or more wheels, a column supported by the base, and a platform supported on the column and opposite the base. The platform is configured to mount a piece of medical equipment to the cart. The cart also includes an adapter plate securable to the piece of medical equipment and configured to releasably couple to the platform. The adapter plate includes a locking assembly having one or more handles that upon actuation releases the adapter plate from the platform.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a lipid-lowering therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a combination of any two or more therapies selected from a lipid-lowering therapy, an anti-inflammatory therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of an anti-diabetic therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of an anti-inflammatory therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a lipid-lowering therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a lipid-lowering therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.

Abstract: Provided herein are methods and systems for making patient-specific therapy recommendations of a combination of any two or more therapies selected from a lipid-lowering therapy, an anti-inflammatory therapy for patients with known or suspected cardiovascular disease, such as atherosclerosis.