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Christoph Gerum

3 papers hereh-index 6140 citations18 works total

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

author position
  • middle author3

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

fields
  • cs.CV1
  • cs.LG1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedPrecise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

7 citations · 7 across the 1 of their papers we have counts for

collaborators

3 papers

cs.LG2026★ 7 cited

Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

Julia Werner, Christoph Gerum, Moritz Reiber +2

This paper presents a method to efficiently classify the gastroenterologic section of images derived from Video Capsule Endoscopy (VCE) studies by exploring the combination of a Co…

cs.CV2025

Enhanced Anomaly Detection for Capsule Endoscopy Using Ensemble Learning Strategies

Julia Werner, Christoph Gerum, Jorg Nick +4

Capsule endoscopy is a method to capture images of the gastrointestinal tract and screen for diseases which might remain hidden if investigated with standard endoscopes. Due to the…

eess.SP2024

Energy-Efficient Seizure Detection Suitable for low-power Applications

Julia Werner, Bhavya Kohli, Paul Palomero Bernardo +2

Epilepsy is the most common, chronic, neurological disease worldwide and is typically accompanied by reoccurring seizures. Neuro implants can be used for effective treatment by sup…

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