Nference, Inc.

Dibakar Saha

Suthirth Vaidya

Abhijith Chunduru

Ashim Prasad

Melwin Babu

Krishna Chaitanya Kaluva

An apparatus and method for de-identification of medical images including at least a processor and a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to receive a series of images, comprising metadata, and a plurality of image slices; select a sampling strategy as a function of the metadata, wherein the sampling strategy identifies a subset of image slices of the plurality of image slices to sample; apply a text classifier to the subset of image slices, wherein the text classifier is configured to identify a presence of textual information on the subset of image slices; determine at least one relationship between the subset of images slices including providing an output as a function of the presence of the textual information, the metadata, and a position of each image slice.

Apparatus for and method of de-identification of medical images

Systems and methods for populating a structure database including accessing an image representation of a data table comprising one or more cells arranged in rows and columns; providing the image representation as an input to a neural network model; executing the neural network model to identify a location of the first content object in the image representation; identifying a location of the first cell based on the location of the first content object; determining that the first cell belongs to the first row and the first column based on the location of the first cell and the first content object in relation to a plurality of content objects; associating the first content object with one or more categorical identifiers; and populating a structured database with the first content object and the one or more categorical identifiers.

Growing community of inventors

Jalpaiguri, India

Dibakar Saha