Radiologist workforce projections and employment outlook, against the 2016 prediction

evidence

An ACR workforce study published in February 2025 using CMS data for 2014–2023 found 37,482 radiologists enrolled to provide care to Medicare patients in 2023 and projected growth of 25.7% to 40.3% by 2055 depending on residency expansion; United States employment in the occupation is projected to grow 5% from 2024 to 2034, above the 3% all-occupation average. In 2016 Geoffrey Hinton publicly advised that training of radiologists should stop, on the expectation that deep learning would supersede human image reading within about five years; he has since acknowledged the prediction was wrong on timing and stated too broadly. V55 verification basis: neither the ACR study nor the BLS projection page was fetched. The 37,482 count, the projection range, the 5% growth figure and the account of Hinton's remark and his later acknowledgement were carried in search results attributing them to the ACR study, to BLS projections and to contemporary reporting; the wording and occasion of the 2016 remark were NOT confirmed from a primary record.

A evidence is not a place. Drawing it on a map would assert something about the world that no stored fact supports.