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Effect of Training radiologists with AI-generated mammography images

AI Integrated workflow for mammography reporting and resident training

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
CTRI
Registry ID
CTRI/2021/09/036999
Enrollment
50
Registered
2021-09-30
Start date
Unknown
Completion date
Unknown
Last updated
2023-07-25

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

None listed

Interventions

Intervention1: Mammography Simulation Training: It is trained artificial neural netword designed by IIT Delhi, based on GAN, that can generate mammograms on its own and help to Blend masses of a given

Sponsors

AIIMS New Delhi
Lead Sponsor

Eligibility

Inclusion criteria

Inclusion criteria: All Residents Posted in Mammography posting in stipulated time period

Exclusion criteria

Exclusion criteria: Residents posted in Mammography posting who do not consent to be a part of this study

Design outcomes

Primary

MeasureTime frame
To use images generated and augmented by artificial neural network for training of radiology residents in mammographyTimepoint: Assess Performance on test set within 1 week after practice with tool—

Secondary

MeasureTime frame
To ascertain how much benefit such training in simulated environment affords to residents in training and quantify the benefit with respect to stage of trainingTimepoint: Assess whether improvement is seen in routine mammography reporting by trained residents in comparison to residents who did not undergo training month—

Countries

India

Contacts

Public ContactDr Smriti Hari

All India Institute of Medical Sciences, New Delhi

smritihari@hotmail.com9868398806

Outcome results

None listed

Source: CTRI (via WHO ICTRP) · Data processed: Feb 4, 2026