Google Inc.

Origin Labs, Inc.

Darick M Tong

Paul Thomas Buchheit

Sanjeev Singh

Jing Yee Lim

Brian D Rakowski

Kevin David Fox

Ryan D Anderson

Nivedita Suresh

Clifford Szu

Nishant Borude

Evan Szu

Histopathological scoring can be based on the areas of certain types of cells or the expression of genotypic or phenotypic characteristics of those cells, as identified by a biological assay. Automating a scoring process with an image analysis algorithm includes correctly delineating the areas of interest, a process known as segmentation. The present systems and methods accomplish this segmentation using a generative adversarial network trained to generate masks covering each area of interest. The invention can perform both segmentation and classification by using a separate image band for each class. A scoring algorithm may utilize the classifications of, for example, a tumor area and an area of immune cell staining by interpreting the separate image bands of each area. Classification problems with more bands would use images with the equivalent number of bands. There is no limit to the number of bands an image can encode for each pixel.

Systems configured for area-based histopathological learning and prediction and methods thereof

A host system sends a web page to a client system via a communications network, and receives inputs from the client system, via the communications network, that include user text inputs to the web page. The inputs are received without receiving from the client system, via the communications network, a user-initiated command that would require saving user inputs to the web page. The host system makes incremental changes to a backup copy of user inputs to the web page, stored at the host system, in accordance with the received inputs. In accordance with detection by the host system of a restart condition for the web page corresponding to prior closure of the web page at the client system, the host system sends the backup copy to the client system for presentation to a user of the client system.

Server-based backup system for user data

Server-based-backup system for user data

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for cooperative fault tolerance and load balancing. In one aspect, a method includes receiving a request from an entity wherein the request includes metadata specifying a plurality of non-responsive servers to which the entity sent the request but that could not process the request; determining that the data processing apparatus is not a current home server for the entity based on information cached in the data processing apparatus, wherein the current home server is a server within a plurality of preferred servers that processes requests for the entity and, in response thereto: assigning the data processing apparatus as the current home server so that the entity will send subsequent requests to the data processing apparatus for processing; and sending a response to the entity.

Cooperative fault tolerance and load balancing

In a method performed by a host system with one or more processors, the host system sends a web page to a client system via a communications network. The host system receives inputs from the client system, via the communications network, that include user text inputs to the web page. The inputs are received prior to receiving from the client system, via the communications network, a user-initiated command that would require saving user inputs to the web page. The host system also periodically auto-saves a backup copy of at least some of the received user text inputs to the web page, prior to receiving the user-initiated command that would require saving user inputs to the web page.

A system for displaying images associated with a received electronic message concurrently displays the received electronic message, a view-all-images icon and a respective view icon for each image of a plurality of images attached to the received electronic message as a plurality of distinct attachments. In response to a single user selection of the view-all-images icon, where the user selection of the view-all-images icon is made while the received electronic message and the view-all-images icon are concurrently displayed, the system fetches from a document storage system a single document containing the plurality of images and display the plurality of images contained in the document. In response to user selection of the view icon for a respective image attached to the received electronic message, the system displays the respective image.

Systems and methods for downloading and viewing images

In a method of archiving content, a web page corresponding to an application program is transmitted to a client computer using a network. The web page includes instructions corresponding to an embedded archiving tool. The embedded archiving tool is to store content provided to the web page by a user. The content is stored on a server remotely located from the client computer when an archiving condition is satisfied.

A system for fetching multiple documents associated with a document from a server computer displays the document with an embedded document fetching icon on a client computer's monitor. In response to a single user selection of the document fetching icon, the system downloads from the server computer all the associated documents in a user-specified format to a user-specified location in the client computer.

Systems and methods for downloading attachments

A system for displaying multiple images associated with an electronic message displays an image viewing icon in conjunction with the displayed electronic message on a client computer's monitor. In response to a single user selection of the image viewing icon, the system downloads from a document storage system a single document containing all associated images and displays the single document on the client computer's monitor.

When a user enters an email address associated with a remote message server account in a configuration area on a display, one or more suggestions for other field inputs are made based on canonical data or historical data from a variety of users. If the user cannot find a desired entry in the suggestions, the user may enter new information. The newly entered information (once validated) improves the prediction capability for subsequent users. A database stores information associated with each email address domain name including one or more remote message server names, one or more username patterns and ranking values. When more than one suggestion for a field is presented to a user, the suggestions are ranked in accordance with the respective ranking values such as by the popularity of a particular configuration.

System and method for assisting in remote message server configuration

Users are shown how a web page has been modified from a previous version. Information related to differences between the current version of the web page and a previous version of the web page is provided in response to user-initiated activity within a predefined region of the current version of the web page. In some embodiments, when a user attempts to activate a feature of the web page at a location associated with a former location of the feature in a previous version of the page, the feature is activated, but update information related to the differences between the previous and current versions of the web page is displayed over at least a portion of the information generated by activation of the feature. In some embodiments, the user is required to perform a specific action in order to clear the display of the update information.

Growing community of inventors

Palo Alto, CA, United States of America

Darick M Tong