Custom DX Solutions

Technology Consulting

We provide technical consulting experience bridging AI/ML and in vitro diagnostics research and product development.

Consulting Services & Areas of Expertise

AI/ML

Biostatistics
Statistical Learning
Predictive Modeling
PK/PD
Computer Vision
Deep Learning

Engineering

Systems Engineering
Firmware/Software
PCB Design
Mechanical / CAD
Optical Design
Cloud Architecture (AWS)

Research & Technology Transfer

IP & Publications
Grant Writing & Fundraising
Design Reviews
Study Design
Human Subjects Research
Technology Demos

Learn More

Recent projects

lateral flow reader

Designed and manufactured a lateral flow immunoassay instrument for COVID-19 antigen, influenza A/B, RSV, Lyme disease, adenovirus, strep A, legionella, hCG, and more.

point of care cytology tool

Designed and built an integrated multispectral fluorescence instrument, image analysis, and AI algorithms for cytological analysis.

Roadside Drug Testing Device

Developed a portable and flexible immunoassay instrument for detection of common drugs of abuse.

global liver function test

Developed a statistical learning and PK based compartmental model of liver flow and physiology for a spectrum of liver disease etiologies and severities.

Ultra flexible immunoassay platform

Developed a platform for "smart diagnostics" that combines AI algorithms with integrated instrumentation for processing customizable bead-based microfluidic cartridges.

covid-19 disease severity scoreS

Published free and easy-to-use risk calculators covering a variety of intended uses and care settings.

Veterinary Diagnostics

Designed and developed an automated optical imaging platform and Deep Learning algorithm for the identification of common canine fecal parasites.

cardiac scorecard

Developed a series of risk calculators based on multiplex biomarker panels for predicting a spectrum of cardiovascular disease severity.

Suction Toothbrush

Designed electric toothbrush with an integrated vacuum system to safely remove oral fluid while brushing, reducing the risk of infection and respiratory diseases.

uti diagnostic

Developed predictive algorithms for an in-toilet device that stratifies risk for urinary tract infections.

Contact

Location

Houston, TX, USA

Email

mpmcrae@customdxsolutions.com