Javid Dadashkarimi
@dadashkarimi.bsky.social
Postdoc at University of Pennsylvania, former developer at Martinos Center at MGH/Harvard, Yale '23, medical image analysis 🧠, deep learning, connectomics (he/him/his)
🧵 1/ Do you have limited annotations and need a robust fetal brain extraction model with endless training data?
We introduce Breadth-Fine Search (BFS) and Deep Focused Sliding Window (DFS): a framework trained on infinite synthetic images derived from a small set of annotated seeds (label maps).
We introduce Breadth-Fine Search (BFS) and Deep Focused Sliding Window (DFS): a framework trained on infinite synthetic images derived from a small set of annotated seeds (label maps).
November 29, 2024 at 7:23 PM
🧵 1/ Do you have limited annotations and need a robust fetal brain extraction model with endless training data?
We introduce Breadth-Fine Search (BFS) and Deep Focused Sliding Window (DFS): a framework trained on infinite synthetic images derived from a small set of annotated seeds (label maps).
We introduce Breadth-Fine Search (BFS) and Deep Focused Sliding Window (DFS): a framework trained on infinite synthetic images derived from a small set of annotated seeds (label maps).