Read the original: Microsoft Research· Naoto Usuyama, Jeya Maria Jose Valanarasu, Tristan Naumann· Published · added 45/100AI score45/100
GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Population-Scale Research
Original titleGigaPath-Flash and GigaTIME-Flash: Toward population-scale discovery with efficient pathology foundation models
AISummary
Microsoft Research released GigaPath-Flash and GigaTIME-Flash, efficient pathology foundation models built on a distilled ViT-S backbone and released under the Apache 2.0 license.
GigaPath-Flash, with 22M-parameter tile and 21M-parameter slide encoders, reportedly scores within 3% of the original GigaPath on PANDA and EBRAINS benchmarks at roughly 50 times less compute. The models are research tools, not validated for clinical use.
Source: Microsoft Research · microsoft.comPublished · added here