Past Member

Aman Rana

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Project Research

Deep Learning to Develop and Analyze Computational Hematoxylin and Eosin Staining of Tissue Images for Digital Biopsies

Staining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various tissue types and...
Project Research

Helping Emergency Care Physicians Diagnose Sepsis and Bacterial Infections with Machine Learning and Vision

General overview:Sepsis, a life-threatening complication of bacterial infection, leads to millions of worldwide deaths requires significa...
Project Research

AI Methods for Rapid Automated Staining and Destaining of Tissue Biopsies in Hospitals

General OverviewStaining of tissues sections using chemical and biological dyes has been used for over a century for visualizing various ...
Project Research

Non-Ionizing Imaging for Medical Diagnosis Instead of 2D Radiography and Cone-Beam Computed Tomography

Two-dimensional radiographs are commonly used for evaluating sub-surface hard structures of teeth, but they have low sensitivity for earl...
Project Research

Machine Learning from Biomarker Signatures and Correlation to Systemic Health Conditions

Imaging fluorescent disease biomarkers in tissues and skin is a non-invasive method to screen for health conditions. We report an automat...
Project Research

Machine Learning and Automated Segmentation of Oral Diseases Using Biomarker Images

We report a novel method that processes biomarker images collected at the point of care and uses machine learning algorithms to provide a...