Bhushan Garware

Title: Bhushan Garware and Machine-Learning-Assisted FISH Analysis.

Introduction

Bhushan Garware is an inventor based in Pune, India, whose patent work applies machine learning to fluorescence in-situ hybridization (FISH) analysis of microscopic blood-cell images. His disclosed invention focuses on improving the detection of FISH probes and identifying samples containing circulating tumor cells.

Latest Patents

Garware is associated with 1 patent: “Systems and Methods for Designing Accurate Fluorescence In-Situ Hybridization Probe Detection on Microscopic Blood Cell Images Using Machine Learning.” The patent describes processor-readable instructions for receiving image sets of a sample treated with FISH probes. Images in each set are captured at different focal lengths, and the probes can selectively bind to distinct locations on chromosomal DNA.

The system identifies cell nuclei and applies a convolutional neural network to each image set to determine a probe indication. It then identifies whether the sample contains circulating tumor cells. This approach combines microscopy and machine learning to support analysis of probe signals in blood-cell images.

Career Highlights

Garware works at Lunglife AI, Inc. His patent connects computational image analysis with cancer-related diagnostics, particularly the detection of circulating tumor cells using FISH probe data.

Collaborations

Garware’s listed coworkers include Shahram Tahvilian and Lara Baden. The available information does not specify their roles in the patent or the extent of their collaboration.

Conclusion

Bhushan Garware’s patent work illustrates how machine learning can be applied to microscopic imaging and FISH probe detection, with a focus on identifying circulating tumor cells.