A clinically-validated, multi-instance learning platform built to mimic real-world dermatologist workflows.
Visit Official WebsiteStandard AI models expect a single, perfectly framed image. But in real tele-dermatology, patients submit multiple photos of varying quality, angles, and lighting.
PelliScope solves this. We implemented an Attention-Based Multi-Instance Learning (MIL) architecture. The neural network learns to "look" at all 3 photos simultaneously, paying the highest attention to the clearest diagnostic features—exactly how a human doctor evaluates a case.