The founder of Australian healthcare artificial intelligence start-up Maxwell Plus says he has watched with dismay as hype in the area has reached fever pitch this year, with figures showing the business went bust just before a funding boom in the sector.

Two years ago, Brisbane-based Elliot Smith was forced to shutter his six-year-old prostate cancer screening AI start-up after a series of investors knocked back his pitches for fresh funding.