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researcher

H. Nickisch

19 papers hereh-index 278.8k citations75 works total

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

author position
  • first author4
  • middle author9
  • last author6

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • cs.CV3
  • cs.LG3
  • eess.IV3

identity via Semantic Scholar / OpenAlex

activity
20082020
most citedKernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP)

215 citations · 613 across the 19 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.IV2020★ 3 cited

Multi-Resolution 3D Convolutional Neural Networks for Automatic Coronary Centerline Extraction in Cardiac CT Angiography Scans

Zohaib Salahuddin, Matthias Lenga, Hannes Nickisch

We propose a deep learning-based automatic coronary artery tree centerline tracker (AuCoTrack) extending the vessel tracker by Wolterink (arXiv:1810.03143). A dual pathway Convolut…

cs.LG2020

Smart Chest X-ray Worklist Prioritization using Artificial Intelligence: A Clinical Workflow Simulation

Ivo M. Baltruschat, Leonhard Steinmeister, Hannes Nickisch +5

The aim is to evaluate whether smart worklist prioritization by artificial intelligence (AI) can optimize the radiology workflow and reduce report turnaround times (RTAT) for criti…

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