Question 1

What is PULSE?

Accepted Answer

PULSE is the predictive clinical intelligence platform built by Dr.MaxHealth. It reconstructs the patient timeline from fragmented records, models how the patient is changing, forecasts biomarker trajectories with uncertainty, links findings to medical evidence, and prepares a structured summary for physician review.

Question 2

How is PULSE different from a general medical AI assistant?

Accepted Answer

General assistants answer questions about a moment in time. PULSE is built around time itself: a longitudinal reasoning engine over the patient's history, predictive biomarker models with calibrated uncertainty, and a clinical retrieval layer that keeps every finding traceable to its source.

Question 3

Who is PULSE for?

Accepted Answer

Risk-bearing primary care organizations, longitudinal and population-care networks, and clinical research partners. Physicians are the users; the healthcare organization is the buyer.

Question 4

Does PULSE replace physician judgment?

Accepted Answer

No. PULSE prepares information for review by qualified healthcare professionals. Clinical decisions remain with the responsible clinician and organization.

Question 5

What data does PULSE analyze?

Accepted Answer

Laboratory results, diagnoses, medications, encounters, clinical notes, and historical records — within the scope agreed for the deployment.

Question 6

How does PULSE integrate with existing systems?

Accepted Answer

Through FHIR-based clinical data exchange and structured file ingestion for laboratory and record exports. PULSE runs alongside existing systems and delivers output into the review step where it is used.

Question 7

How is PULSE evaluated?

Accepted Answer

On held-out retrospective clinical data, against defined comparators including general-purpose foundation models, with physician adjudication, omission analysis, and calibration assessment. Each evaluation records its design, dataset period, comparator, endpoints, and date.

Question 8

How does an engagement start?

Accepted Answer

With a scoping conversation about the clinical question and workflow, followed by data connection, retrospective analysis on your historical cases, a governed pilot with agreed success criteria, and rollout.

Question 9

How is patient data protected?

Accepted Answer

Data is encrypted in transit, access is role-based, environments are separated, and processing is scoped in a written data-processing agreement concluded before any patient data is processed. Dr.MaxHealth operates from Hamburg, Germany under the GDPR.

Question 10

Who builds Dr.MaxHealth?

Accepted Answer

Dr.MaxHealth is built by DMH Software UG (haftungsbeschränkt) in Hamburg, Germany, founded by Dr. Maksym Kitsera (CEO), a molecular microbiologist and former infectious-disease researcher, and Kateryna Velychko (COO). The company is supported by IFB Hamburg InnoFounder, Körber Start-Hub, NVIDIA Inception, and Microsoft for Startups.

Questions from clinical and technical reviewers

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