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Medical Diagnostic Platform

Pacific Cloud provides Platform for Medical Diagnostics with tools and services for classifying images. It is designed and developed by Radiologist, Data Scientists and software developers using state of the art open source tools and code. Current platform provides tools for both humans and animals image diagnosis.

As the number of images per study increases in the field of  radiology, there is a growing need for computer-assisted diagnosis techniques. We have a way to use current software tools and statistical models for automatically identifying image regions.

Statistical and computer software tools can be used to assist in this process and many such tools are based on the concepts of machine learning. The term machine learning is used when a computer program is applied to a well-posed problem and has a measurable performance that improves with experience.

We have applications to support classifying “good” quality images from “poor” ones. We also have applications to further classify images for malignancy or benign based on comparison to a “trained” database which consists of images and their associated doctor and radiologist  annotations.

We have demonstrated this technology with human lung and breast cancer. We believe this tool can enhance the productivity of radiologists by providing remote access to images as well as classifier technology in the cloud or on a local or remote server. The following flowchart illustrates this.

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