Kampos by Pontohi.com

Assistive CXR worklist triage

Urgent studies, first.

Kampos ranks CXR studies by estimated urgency so your team can review higher-priority exams earlier — with feedback, versioning, and audit designed for research-first pilots.

Research-only / retrospective first. Assistive prioritization — supports, not replaces. Not marketed as a cleared medical device. See how governance works.

Built for CXR worklists

Illustrative concept visuals for how urgency-oriented ranking might surface in a research worklist UI.

Illustrative synthetic worklist UI mock — not a live clinical system — Illustrative concept — not a live clinical system; no patient data.

Illustrative synthetic CXR-style imagery — not a real patient study — Illustrative / synthetic CXR-style imagery — not real patient studies.

FIFO doesn’t know what’s urgent

Chest X-ray volume is high. Queues often move in arrival order. Urgency does not.

When worklists lack prioritization assist, time-sensitive studies can sit behind routine ones — while imaging leaders still need a responsible way to evaluate ranking models before any broader claims.

Worklist pressure in radiology and teleradiology
Limited visibility into how “priority” would behave under real queue dynamics
Black-box scores without versioning, promote/rollback, or audit
Cadence mismatch: innovation demos vs. what imaging IT can actually govern

Prioritization assist — not another finding overlay

Kampos focuses on worklist order: an assistive triage tool that ranks chest X-rays by estimated urgency for human review.

It is built for imaging teams who want to explore prioritization with a clear boundary: radiologists interpret; Kampos helps order the queue.

What you get (v1 framing)

Urgency-oriented ranking for CXR worklists
Research worklist UI for exploration and review
Governance loop: feedback, model versions, promote/rollback, audit
Research-first pilot posture (retrospective first)

How it works

Ingest / queue context (research setting) Work with CXR worklist context appropriate to a research or retrospective study design.
Rank by estimated urgency Model output informs ordering so higher-estimated-urgency studies can surface earlier for human attention.
Human review Radiologists remain responsible for interpretation; Kampos does not autonomously diagnose.
Feedback & lifecycle Capture feedback; version models; dry-run promote/rollback and audit for accountable iteration.

Exact integration paths and deployment topology are discussed in pilot scoping — not claimed as plug-and-play production.

Offline research spikes on public NIH data

In internal research spikes using public NIH chest X-ray data, ranking approaches outperformed FIFO and random baselines on the offline metrics we evaluated.

Ranking beat FIFO/random in those offline research evaluations.
Under-prioritization remains a hard, open focus — we treat it as a problem to improve, not a solved marketing claim.
Results are research / offline framing, not prospective clinical performance claims.

Governance is part of the product

Imaging buyers don’t just need a score. They need a loop they can run.

Kampos includes design for:

Feedback from review context
Versioning of models
Promote / rollback pathways (lifecycle dry-run)
Audit of what was active when

Positioning for research pilots: iterate with accountability, not silent model drift.

FAQ

Is Kampos a cleared medical device?: No. Kampos is not marketed as a cleared medical device at this stage. Engagement is research-only / retrospective first.
Does Kampos diagnose findings or replace radiologists?: No. Kampos assists worklist prioritization. Interpretation remains with the radiologist. Finding-CAD overlays are not the v1 claim.
Who is it for?: Radiology and teleradiology leaders, imaging IT / workflow owners, and imaging directors evaluating CXR worklist prioritization in a research posture.
What have you built so far?: PRD, NIH research spikes (ranking vs FIFO/random; under-prioritization focus), research worklist UI, and a model lifecycle dry-run (version / promote / audit).
How do we start?: Contact Pontohi.com to discuss a research / retrospective pilot scope.
What’s the relationship to Pontohi.com?: Kampos is a product of Pontohi.com (US startup). Lockup: Kampos by Pontohi.com.

Discuss a research pilot

Evaluating CXR worklist triage with governance, not hype? Contact us about a research pilot or ask for updates — research-first and assistive.

Retrospective-first. Research-honest. Assistive — supports, not replaces.
hello@pontohi.com