US11164312B2 - System and method to quantify tumor-infiltrating lymphocytes (TILs) for clinical
pathology analysis based on prediction, spatial analysis, molecular correlation, and reconstruction …

The invention relates to the automated determination of the staining quality of an IHC
stained biological sample. A plurality of features is extracted from a digital IHC stained tissue …

(57) ABSTRACT A convolutional neural network (CNN) is applied to iden tifying tumors in a
histological image. The CNN has one channel assigned to each of a plurality of tissue …

Methods and systems for transforming image data and training or testing neural networks.
Images from textbooks can contain valuable related text. Transforming the related text into …

Methods and systems for medical diagnosis by machine learning are disclosed. Imaging
data obtained from different medical techniques can be used as a training set for a machine …

Large digital images are classified by analyzing them at a subimage level and assigning
classification probabilities to the subimages; these may be combined into a classification …

US20210018742A1 - Augmented reality microscope for pathology with overlay of quantitative
biomarker data - Google Patents US20210018742A1 - Augmented reality microscope for …

Methods and systems for medical diagnosis by machine learning are disclosed. Imaging
data obtained from different medical techniques can be used as a training set for a machine …

Image processing apparatus 1 includes a hardware processor that acquires a bright-field
image of a cell and a fluorescence image in which fluorescent spots of a fluorescent reagent …

The present disclosure relates to a computer implemented medical analysis method for
predicting metastases (300) in a test tissue sample, the method comprising: providing a first …