University System of Maryland

The University of Oklahoma

Isaac B Rutel

Benjamin Shapiro

Didier Depireux

Kenneth Dormer

Jonthomas Box

Adam Salazar

A method comprises: performing training and testing of an initial machine model to create a final machine model, wherein the training and testing use focal loss; performing detection of dead detector elements in a digital detector of a second digital radiographic (DR) imaging system using the final machine model; and determining whether to replace or keep the digital detector based on the detection. An apparatus comprises: a memory; and a processor coupled to the memory and configured to: perform training and testing of an initial machine model to create a final machine model, wherein the training and testing use focal loss; perform detection of dead detector elements in a digital detector of a second digital radiographic (DR) imaging system using the final machine model; and determine whether to replace or keep the digital detector based on the detection.

Dead detector element detection

Devices, systems and methods for magnetically assisted agent delivery are included. These devices, systems, and methods make use of a plurality of magnets or magnetic configuration.

Devices, systems and methods for magnetic-assisted therapeutic agent delivery

This disclosure includes a method for pushing an active agent into a patient's ear via the device. The agent can be pushed to a treatment site.

Device and methods for directing agents to the middle ear and the inner ear

Devices, systems and methods for magnetically assisted agent delivery are included. These devices, systems, and methods make use of a plurality of magnets or magnetic configuration. Two magnets are arranged such that the two magnetic fields overlap and can cancel at the location of the desired node point without canceling around that point.

Growing community of inventors

Choctaw, OK, United States of America

Isaac B Rutel