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researcher

A. Dalca

20 papers hereh-index 11445 citations46 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author12

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • eess.IV8
  • q-bio.NC2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedBoosting Skull-Stripping Performance for Pediatric Brain Images

22 citations · 43 across the 16 of their papers we have counts for

collaborators
Showing 2024 · cs.CVShow all

2 papers · 2 filters

cs.CV2024

MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance

Hallee E. Wong, Jose Javier Gonzalez Ortiz, John Guttag +1

Medical researchers and clinicians often need to perform novel segmentation tasks on a set of related images. Existing methods for segmenting a new dataset are either interactive,…

cs.CV2024★ 1 cited

Learning General-Purpose Biomedical Volume Representations using Randomized Synthesis

Neel Dey, Benjamin Billot, Hallee E. Wong +5

Current volumetric biomedical foundation models struggle to generalize as public 3D datasets are small and do not cover the broad diversity of medical procedures, conditions, anato…

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