Dmf Medical Incorporated

Novaresp Technologies Inc.

Roach, David Cecil

Schmidt, Klaus Michael

David Cecil Roach

Klaus Michael Schmidt

Florentin Michael Wilfart

Hamed Hanafialamdari

Luke Hacquebard

Stephen Driscoll

Scott Lowe

Devices, systems and methods are provided for controlling the operation of a breathing assistance device for a user. The controller may include an input for receiving sensor data to measure at least one airflow parameter of the user's airflow; a memory unit that stores at least one machine learning model and at least one classifier or predictor; and a processor that is configured to perform measurements and to generate a control signal for adjusting the operation of the breathing assistance device for a current monitoring time period by: obtaining measured air pressure and/or airflow data and measured FOT data during a current monitoring time period; performing feature extraction on the measured data to obtain feature values that are used by the machine learning model employed by the at least one classifier or predictor to determine a property of the user; and adjusting the control signal based on the determined property.

Method and apparatus for determining and/or predicting sleep and respiratory behaviours for management of airway pressure

An anesthetic circuit is provided for treating a patient. The anesthetic circuit includes a membrane having a plurality of hollow fibers. Also provided is a fluid separation apparatus connectable to an anesthetic circuit. In a further embodiment, a method is provided for anesthetic treatment of a patient.

Anesthetic circuit having a hollow fiber membrane

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Halifax, Canada

David Cecil Roach