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researcher

M. Sonka

3 papers hereh-index 7538.6k citations597 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV3

identity via Semantic Scholar / OpenAlex

activity
20122018
most citedDeep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans

13 citations · 17 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2018★ 13 cited

Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans

Zhihui Guo, Ling Zhang, Le Lu +4

This paper reports Deep LOGISMOS approach to 3D tumor segmentation by incorporating boundary information derived from deep contextual learning to LOGISMOS - layered optimal graph i…

cs.CV2017

Efficient optimization for Hierarchically-structured Interacting Segments (HINTS)

Hossam Isack, Olga Veksler, Ipek Oguz +2

We propose an effective optimization algorithm for a general hierarchical segmentation model with geometric interactions between segments. Any given tree can specify a partial orde…

cs.CV2012★ 4 cited

Intra-Retinal Layer Segmentation of 3D Optical Coherence Tomography Using Coarse Grained Diffusion Map

Raheleh Kafieh, Hossein Rabbani, Michael D. Abramoff +1

Optical coherence tomography (OCT) is a powerful and noninvasive method for retinal imaging. In this paper, we introduce a fast segmentation method based on a new variant of spectr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.