Google Inc.

Alex Starns

Shravya Shetty

Daniel Tse

Chace Lee

Ryan Gomes

A system is described for generating diagnostic information from a video sequence of ultrasound images acquired in 'blind sweeps', i.e., without operator seeing ultrasound images as they are acquired. We disclose two different types of machine learning systems for predicting diagnostic information: a “Temporal Accumulation” system and a “3-D Modeling Component” system. These machine learning systems could be implemented in several possible ways: using just one or the other of them in any given implementation, or using both of them in combination. We also disclose a computing system which implements (a) an image selection system including at least one machine learning model trained to identify clinically suitable images from the sequence of ultrasound images and (b) an image diagnosis/measurement system including of one or more machine learning models, configured to obtain the clinically suitable images identified by the image selection system and further process such images to predict health states.

Automated maternal and prenatal health diagnostics from ultrasound blind sweep video sequences

An image capture system that is capable of capturing images of both small and large target objects includes a collapsible frame and at least one image capture device. The frame is free-standing and adapted to support the image capture device over a generally flat surface, on which a target object can also be supported. The image capture device can be activated to capture an image of the target object for subsequent viewing, storage, retrieval, processing, etc. The collapsible frame is constructed of a plurality of structural components adjustably connected together in a unique configuration that enables the entire frame to be transformed between a stored configuration when not in use, and a deployed configuration during use. The stored configuration is substantially more compact than the deployed configuration, which allows the frame to be easily transported between different locations.

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Redwood City, CA, United States of America

Alex Starns