System and methods for inferring thickness of anatomical classes of interest in two-dimensional medical images using deep neural networks

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 11842485
APP PUB NO 20220284570A1
SERIAL NO

17192804

Stats

ATTORNEY / AGENT: (SPONSORED)

Importance

Loading Importance Indicators... loading....

Abstract

See full text

Methods and systems are provided for inferring thickness and volume of one or more object classes of interest in two-dimensional (2D) medical images, using deep neural networks. In an exemplary embodiment, a thickness of an object class of interest may be inferred by acquiring a 2D medical image, extracting features from the 2D medical image, mapping the features to a segmentation mask for an object class of interest using a first convolutional neural network (CNN), mapping the features to a thickness mask for the object class of interest using a second CNN, wherein the thickness mask indicates a thickness of the object class of interest at each pixel of a plurality of pixels of the 2D medical image; and determining a volume of the object class of interest based on the thickness mask and the segmentation mask.

Loading the Abstract Image... loading....

First Claim

See full text

Family

Loading Family data... loading....

Patent Owner(s)

Patent OwnerAddress
GE PRECISION HEALTHCARE LLC9900 W INNOVATION DRIVE WAUWATOSA WI 53226

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Avinash, Gopal San Ramon, US 36 803
Das, Bipul Chennai, IN 27 67
Fejes, Máté Budapest, HU 4 1
Ferenczi, Lehel Budapest, HU 9 2
Melapudi, Vikram Bangalore, IN 22 9
Mullick, Rakesh Bangalore, IN 55 647
Shriram, Krishna Seetharam Bangalore, IN 31 136
Soni, Ravi San Ramon, US 32 109
Tan, Tao Nuenen, NL 26 5
Tegzes, Pál Budapest, HU 9 8

Cited Art Landscape

Load Citation

Patent Citation Ranking

Forward Cite Landscape

Load Citation

Maintenance Fees

Fee Large entity fee small entity fee micro entity fee due date
3.5 Year Payment $1600.00 $800.00 $400.00 Jun 12, 2027
7.5 Year Payment $3600.00 $1800.00 $900.00 Jun 12, 2031
11.5 Year Payment $7400.00 $3700.00 $1850.00 Jun 12, 2035
Fee Large entity fee small entity fee micro entity fee
Surcharge - 3.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 7.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge - 11.5 year - Late payment within 6 months $160.00 $80.00 $40.00
Surcharge after expiration - Late payment is unavoidable $700.00 $350.00 $175.00
Surcharge after expiration - Late payment is unintentional $1,640.00 $820.00 $410.00