CO-PILOT: Dynamic Top-Down Point Cloud with Conditional Neighborhood Aggregation for Multi-Gigapixel Histopathology Image Representation

no code implementations • ICCV 2023 • Ramin Nakhli, Allen Zhang, Ali Mirabadi, Katherine Rich, Maryam Asadi, Blake Gilks, Hossein Farahani, Ali Bashashati

Importantly, our model is able to stratify the patients into different risk cohorts with statistically different outcomes across two large datasets, a task that was previously achievable only using genomic information.

Multiple Instance Learning Survival Prediction

Tracking agitation in people living with dementia in a care environment

no code implementations • 15 Apr 2021 • Shehroz S. Khan, Thaejaesh Sooriyakumaran, Katherine Rich, Sofija Spasojevic, Bing Ye, Kristine Newman, Andrea Iaboni, Alex Mihailidis

Agitation is a symptom that communicates distress in people living with dementia (PwD), and that can place them and others at risk.

Time Series Time Series Analysis