PRATIK SHAH

Projects

Toolkit for real-world performance evaluation of medical grade deep learning models
Toolkit for real-world performance evaluation of medical grade deep learning models

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

Self-Learning AI Model Learns from Patient Data to Design Novel Clinical Trials
Self-Learning AI Model Learns from Patient Data to Design Novel Clinical Trials

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

Artificial Intelligence and Machine Learning in Clinical Development: A Translational Perspective
Artificial Intelligence and Machine Learning in Clinical Development: A Translational Perspective

Technology-Enabled Mobile Phone Screenings Augment Routine Primary Care
Technology-Enabled Mobile Phone Screenings Augment Routine Primary Care

On-site Analysis of Foodborne Pathogens Using Density-Shift Immunomagnetic Separation and Culture
On-site Analysis of Foodborne Pathogens Using Density-Shift Immunomagnetic Separation and Culture

Digital Clinical Trials with Novel Machine Learning and AI Architectures
Digital Clinical Trials with Novel Machine Learning and AI Architectures

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

Machine Learning for Combined Classification of Fluorescent Biomarkers and Expert Annotations Using White Light Images
Machine Learning for Combined Classification of Fluorescent Biomarkers and Expert Annotations Using White Light Images

Machine Learning from Biomarker Signatures and Correlation to Systemic Health Conditions
Machine Learning from Biomarker Signatures and Correlation to Systemic Health Conditions

Machine Learning and Automated Segmentation of Oral Diseases Using Biomarker Images
Machine Learning and Automated Segmentation of Oral Diseases Using Biomarker Images

Detecting Biomarkers with Printable Paper Diagnostics
Detecting Biomarkers with Printable Paper Diagnostics

At-Home Sleep Apnea Screening
At-Home Sleep Apnea Screening

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

Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and Cone Beam Computed Tomography Imaging
Near-Infrared Transillumination Guides Administration of Dental 2D Radiography and Cone Beam Computed Tomography Imaging

Near-Infrared Imaging for Detecting Dental Caries
Near-Infrared Imaging for Detecting Dental Caries

Biomarker Imaging with Mobile Phones
Biomarker Imaging with Mobile Phones