On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,982 papers · 148 categories

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2 results for “craniomaxillofacial”

Relational Reasoning Network (RRN) for Anatomical Landmarkingcs.LG

RRN accurately identifies landmarks in CMF bones without segmentation.

problem Accurately identifying landmarks in craniomaxillofacial bones without segmentation.

method End-to-end RRN architecture using dense-block units for landmark imputation.

result RRN achieves <2 mm RMS error in landmarking.

landmarking deep learning craniomaxillofacial dense-block imputation

2019-04-08abs ↗pdf ↗

Deep Geodesic Learning for Segmentation and Anatomical Landmarkingcs.CV

In this paper, we propose a novel deep learning framework for anatomy segmentation and automatic landmark- ing. Specifically, we focus on the challenging problem of mandible segmentation from cone-beam computed tomography (CBCT) scans and identification of 9 anatomical landmarks of the mandible on the geodesic space. T…

2018-10-06abs ↗pdf ↗