Tootfinder

A methodology for clinically driven interactive segmentation evaluation
Parhom Esmaeili, Virginia Fernandez, Pedro Borges, Eli Gibson, Sebastien Ourselin, M. Jorge Cardoso
https://arxiv.org/abs/2510.09499

A methodology for clinically driven interactive segmentation evaluation
Interactive segmentation is a promising strategy for building robust, generalisable algorithms for volumetric medical image segmentation. However, inconsistent and clinically unrealistic evaluation hinders fair comparison and misrepresents real-world performance. We propose a clinically grounded methodology for defining evaluation tasks and metrics, and built a software framework for constructing standardised evaluation pipelines. We evaluate state-of-the-art algorithms across heterogeneous and…

"Did Joseph Carl Robnett Licklider (1915-1990) read “An Experiment in Time”? Could it be that he had a series of dreams between 1960 and 1968, and that he quickly wrote them down in his diary before breakfast? We can only speculate. But we do know for a fact that those dreams begat a nothing short of extraordinary sequence of writings."

J. C. R. Licklider & M. Mitchell Waldrop
The writings of Jorge Luis Borges twist our perception of time and space. In between articles about Shaw, Chesterton, Wilde, and Coleridge, his 1952 book "Otras Inquisiciones" included an unexpected gem: a short story called "El Tiempo y J. W. Dunne". The question is, who was this John William Dunne and what does he have to do with time? Well, his name might be forgotten by contemporary audiences, but Dunne was the author of one of the biggest bestsellers of the first half of the twentieth cent…

A dúvida é um dos nomes da inteligência.
-- Jorge Luís Borges, escritor argentino.