NOSOTRACK Cyril Geismar, PhD  ·  ITCAI 2026
Outbreak Forensics and Control

Track.
Intervene.
Protect.

nosotrack.com 01 / 06
NOSOTRACK Nosocomial Outbreaks
The Problem

Healthcare-associated infections are deadly, costly, and poorly managed.

Healthcare-associated infections affect 1 in 10 patients worldwide. Current control measures rely on broad testing and isolation. Effective intervention requires identifying the specific drivers of an outbreak: patient zero, superspreaders, transmission routes, and undetected or imported cases.

2M
HAIs / year
in the United States
100K
Annual deaths
in the United States
$45B
Economic burden
annual cost to US healthcare
77%
Non-compliance
hospitals cited by the US Joint Commission, 2024

Healthcare-associated infections are inevitable. Hospital outbreaks are optional.

nosotrack.com 02 / 06
NOSOTRACK How It Works
Ecosystem

Integration unlocks intelligence.

Current tools work in silos. NosoTrack fuses their data into a unified analytical engine.

Clinical Surveillance Electronic health records
Diagnostic Labs Sequencing & microbiology
Hardware Tracking Bluetooth & RTLS sensors
NosoTrack Engine Outbreak control engine
Transmission Tree The tree reveals the drivers of transmission.
Legend Susceptible Undetected Confirmed Imported Superspreader At risk
Transmission tree showing patients across Wards A, B, and C, with index case, superspreader, and at-risk patients
nosotrack.com 03 / 06
NOSOTRACK Outbreak Forensics · Live Demo
NosoTrack Engine · Live Demo

Outbreak forensics, end-to-end.

nosotrack.com 04 / 06
NOSOTRACK The Impact
The Impact

Who benefits, and why it matters.

Over 400 US Academic Medical Centers already implement routine genomic surveillance. High-acuity, high-cost populations such as transplant, ICU, and immunocompromised patients carry the steepest federal penalty exposure for HAIs, with dedicated prevention teams already in place.

Reduced morbidity Fewer healthcare-associated infections through earlier outbreak detection.
Reduced mortality Earlier containment of high-risk transmission chains saves lives.
Economic savings Lower bed-day costs, fewer ward closures, reduced federal HAI penalties.
Improved operations Prevention teams shift from reactive protocols to targeted, evidence-based control.
Pandemic preparedness Real-time forensics infrastructure ready for the next pathogen.
Scalable reach Applicable beyond hospitals to nursing homes and long-term care facilities.
nosotrack.com 05 / 06
NOSOTRACK Support Us · 6-Month Milestones
The Ask

From validated science to first pilot deployment.

We are seeking funding and partner facilities to validate and deploy NosoTrack, turning Bayesian outbreak forensics into a working product on a real hospital floor.

6-Month Milestones
01 Define the MVP with IPC teams at target facilities.
02 Complete the simulation study validating the core engine across pathogens, settings, and data availability.
03 Secure the first pilot agreement with a partner hospital.
↓ / Space / → to advance