Skip to content
Partaw Research
Menu

Reading as infrastructure

One pathway carries a film from a clinic's phone to a signed report — built from parts Afghan clinics already have, spending the scarce resource, a radiologist's attention, only where it is needed.

The reading pathway

  1. 1

    A film on a lightbox

    What the clinic already has. No PACS, no DICOM feed.

  2. 2

    Photographed to WhatsApp

    The thread the clinic already uses, on the phone in their hand.

  3. 3

    Normalized, de-identified

    Orientation, crop, exposure. Identifying detail minimized at intake.

  4. 4

    Queued by urgency

    The sickest patient first — not the most recent upload.

  5. 5

    Read and signed

    A licensed radiologist, by name and license number.

  6. 6

    Returned to the thread

    A Dari or Pashto PDF carrying a verification code.

Software sits alongside steps 3 and 4 — normalizing the photograph, ordering the queue, and pre-drafting text for the radiologist to correct. It does not read, it does not clear, and it does not sign.

Figure 1. The platform reading pathway. A licensed radiologist reads and signs every clinical report; the warm mark is where the human sits, and it is the one step nothing here is allowed to route around.

Four decisions the pathway makes

A film, not a DICOM feed

Most Afghan clinics have no PACS and never will. The pathway starts from what they do have: a film on a lightbox and a phone. The platform accepts a WhatsApp photograph of the film and normalizes it — orientation, crop, exposure — into something readable.

De-identified, then queued by urgency

Identifying details are minimized at intake and the study is ordered by urgency, so a radiologist’s scarce attention lands on the sickest patient first, not the most recent upload.

A human read, under a name and a license

A licensed radiologist reads the study in a purpose-built cockpit and signs the report. The signature is not a flourish: the reader’s name and license number are stamped onto the report, and nothing is delivered without them.

Delivered where the clinic already is

The signed report returns as a Dari or Pashto PDF in the same WhatsApp thread, typically about an hour after the photo. Every report carries a verification code any recipient can check — so a paper printout in a district clinic can still be trusted.

Assistive by design

On the general pathway, software triages the queue and pre-drafts reports for the radiologist to correct. It does not read, it does not clear, and it does not sign. There is no WHO-recommended algorithm that rules out a wrist fracture or a pneumonia — those reads are human work.

The one place the evidence supports a larger role for software is tuberculosis screening, where the WHO has conditionally recommended computer-aided detection for triage in people aged 15 and over. That architecture — and its limits — is laid out in full on the TB screening program page.

Governance, in the code


The signature gate

No report leaves the clinical service without a licensed radiologist’s signature. The rule is enforced in the platform’s code, not in a policy document.


Verifiable reports

Every delivered report resolves at a public verification page — the Mohr-e Asil seal. A forged or altered report fails the check.


An append-only record

Every step of every study is written to an audit log that cannot be edited or deleted — the raw material of both accountability and research.