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Daniel Sonntag

21 papers hereh-index 272.7k citations220 works total

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

author position
  • sole author4
  • first author5
  • middle author1
  • last author10

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.HC7
  • eess.IV3
  • cs.CL2
  • cs.AI1
  • cs.IR1
same name
  • Daniel Sonntag — 14 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20082022
most citedFine-tuning deep CNN models on specific MS COCO categories

9 citations · 39 across the 14 of their papers we have counts for

collaborators
Showing eess.IVShow all

3 papers · 1 filter

eess.IV2020

An Attention Mechanism with Multiple Knowledge Sources for COVID-19 Detection from CT Images

Duy M. H. Nguyen, Duy M. Nguyen, Huong Vu +3

Until now, Coronavirus SARS-CoV-2 has caused more than 850,000 deaths and infected more than 27 million individuals in over 120 countries. Besides principal polymerase chain reacti…

eess.IV2020★ 4 cited

The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report

Daniel Sonntag, Fabrizio Nunnari, Hans-Jürgen Profitlich

A shortage of dermatologists causes long wait times for patients who seek dermatologic care. In addition, the diagnostic accuracy of general practitioners has been reported to be l…

eess.IV2019

A CNN toolbox for skin cancer classification

Fabrizio Nunnari, Daniel Sonntag

We describe a software toolbox for the configuration of deep neural networks in the domain of skin cancer classification. The implemented software architecture allows developers to…

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