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Alessandro Wollek

3 papers here

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

author position
  • first author2
  • middle author1

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

fields
  • cs.CL1
  • cs.DC1
  • eess.IV1
ORCID 0000-0001-9535-0502

identity via Semantic Scholar / OpenAlex

most citedAttention-based Saliency Maps Improve Interpretability of Pneumothorax Classification

62 citations · 63 across the 3 of their papers we have counts for

collaborators

3 papers

cs.DC2023★ 1 cited

Equilibrium: Optimization of Ceph Cluster Storage by Size-Aware Shard Balancing

Jonas Jelten, Alessandro Wollek, David Frank +1

Worldwide, storage demands and costs are increasing. As a consequence of fault tolerance, storage device heterogenity, and data center specific constraints, optimal storage capacit…

cs.CL2023

German CheXpert Chest X-ray Radiology Report Labeler

Alessandro Wollek, Sardi Hyska, Thomas Sedlmeyr +5

This study aimed to develop an algorithm to automatically extract annotations for chest X-ray classification models from German thoracic radiology reports. An automatic label extra…

eess.IV2023★ 62 cited

Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification

Alessandro Wollek, Robert Graf, Saša Čečatka +4

Purpose: To investigate chest radiograph (CXR) classification performance of vision transformers (ViT) and interpretability of attention-based saliency using the example of pneumot…

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