Project EdgeRad

Accelerating Radiograph Reports with Complete Privacy.

Started: August 2025By Kineq Labs
THE PROBLEM

Radiology in India is running on borrowed time.

ModalityIndian Avg TATWeekly Avg Cases (India)
X-ray4–12 Hr1100–1300
UltrasoundReport on site350–450
CT-Scan (Emergency)30–60 min200–300
CT-Scan (Routine)4–8 Hr200–300
MRI12–25 Hr80–120

Chronic Radiologist Shortage

Practicing vs. Needed radiologists (2000→2024). Extremely overworked doctors failing to meet the WHO 1:10k standard.

Current CapacityRequired (WHO)

The Cloud AI Bottleneck

  • Severe Data Privacy (DPDP) risks
  • Constant high-bandwidth dependency
  • Frequent upload failures
THE SOLUTION

We propose a secure, hand-held edge device.

Automating tedious diagnostic tasks at the absolute physical edge to drastically reduce radiologist burnout, without sending a single pixel to the cloud.

01

Ingestion

Seamless DICOM file transfer directly from modality to the EdgeRad device via secure local network.

02

AI Triage

AI instantly processes the scan offline, flagging abnormalities and critical anomalies for priority review.

03

Selection

Radiologist refers to pathologies on the same interface and selects findings or orders needed studies.

04

Reporting

Instant generation of high-accuracy draft reports ready for final radiologist verification and sign-off.

Current State of Work

POC — Image Enhancement

Algorithm Status
~95%accuracy

POC — Feature Extraction

Segmentation Status
~96%accuracy

IPR (Intellectual Property)

Process of enhancing images (all modalities) + process of extracting features (per modality).

IN PROGRESS

Minimum Viable Product (MVP)

Full hardware and software stack integration.

IN DEVELOPMENT

Engineering Features

Multi-Modality Support

Legacy Device Support

Edge Device
(100% offline)

Supports Industrial Standards

Privacy First

Intuitive User Interface

Designed with Doctors, for Doctors

Project Supported By
IIT Guwahati LogoIIT Guwahati
AIIMS Guwahati LogoAIIMS Guwahati
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