Validating performance of a neural network trained using labeled training data

N Jung - US Patent 11,829,871, 2023 - Google Patents
A method for validating performance of a neural network trained using labeled training and
validation data is provided. The method includes: determining proposed model parameters …

Methods and systems for sample extraction

D Delubac - US Patent 11,781,959, 2023 - Google Patents
BACKGROUND The process of fractioning whole blood, into its primary components is
termed blood fractionation. Blood fractionation is typically achieved, by centrifuging a whole …

Assay detection, accuracy and reliability improvement

SY Chou, W Chou, X Li, H Li, Y Zhang, M Wu… - US Patent …, 2024 - Google Patents
The present invention is related to, among other things, the devices and methods that
improve the accuracy and reliability of an assay, even when the assay device and/or the …

Assay detection, accuracy and reliability improvement

SY Chou, W Chou, X Li, H Li, Y Zhang, M Wu… - US Patent …, 2023 - Google Patents
The present invention is related to, among other things, the devices and methods that
improve the accuracy and reliability of an assay, even when the assay device and/or the …

Assay accuracy improvement

SY Chou, W Ding, W Chou, J Tian, Y Zhang… - US Patent …, 2023 - Google Patents
US11719618B2 - Assay accuracy improvement - Google Patents US11719618B2 - Assay
accuracy improvement - Google Patents Assay accuracy improvement Info Publication …

Phenotyping tumor infiltrating lymphocytes on hematoxylin and eosin (HandE) stained tissue images to predict recurrence in lung cancer

A Madabhushi, C Barrera, G Corredor… - US Patent …, 2022 - Google Patents
Embodiments include controlling a processor to access an image of a region of tissue
demonstrating cancerous pathology; segment a cellular nucleus represented in the image; …