Other

Huanchen Li

Ke Chen

Xiaoguang Wang

Priya Rani

Sridevi Ramaswamy

Wendy Wang

Ramaswamy Venkateshwaran

A computerized method for reducing domain noise, creating and summarizing human-written sentences into clusters for efficient tagging in natural language processing comprising: receiving a typed, handwritten or printed text; implementing an optical character recognition (OCR) process on human written text to generate a digital version of the human written text; splitting the digital version of the typed, handwritten or printed text into an array of sentences, using a sentence splitter to generate a split sentence version; determining a domain of the human written text; based on the domain, implementing a domain noise reduction process on the split sentences version; hierarchically clustering the split sentences version after the domain noise reduction process; and summarizing the clustered sentences and reducing the amount of data to be tagged.

Method and system of creating and summarizing unstructured natural language sentence clusters for efficient tagging

With externally applied magnetic fields, we will push and concentrate in vivo diamagnetic Bismuth particles or unipolar magnetic particles as a confined locus, cause the locus to move to a tumor, shape it to the tumor, then use near IR to heat the particles so to destroy the tumor by thermal ablation or hyperthermia treatment. We will then cause the locus to move to other tumors, and repeat the process, so to destroy all tumors and cure the cancer.

3D tumor targeting with diamagnetic repulsion

Methods and systems for treating skin disease are disclosed. Heat is applied at a controlled temperature, for a predetermined period of time, to a skin lesion associated with a skin disease according to embodiments. The temperature used, according to embodiments, is in a range between about 46-62&#xb0; C., and controlled within a narrow tolerance depending upon the nature of the skin treatment.

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Westford, MA, United States of America

Huanchen Li