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Kristina Mach

3 papers hereh-index 673 citations10 works total

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

author position
  • first author1
  • middle author2

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

fields
  • eess.IV2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

most citedFlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays

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

collaborators

3 papers

eess.IV2024

SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery

Kristina Mach, Hessam Roodaki, Michael Sommersperger +1

This paper presents an innovative approach to intraoperative Optical Coherence Tomography (iOCT) image segmentation in ophthalmic surgery, leveraging statistical analysis of speckl…

eess.IV2022

Interpretable Vertebral Fracture Diagnosis

Paul Engstler, Matthias Keicher, David Schinz +11

Do black-box neural network models learn clinically relevant features for fracture diagnosis? The answer not only establishes reliability quenches scientific curiosity but also lea…

cs.CV2022★ 3 cited

FlexR: Few-shot Classification with Language Embeddings for Structured Reporting of Chest X-rays

Matthias Keicher, Kamilia Zaripova, Tobias Czempiel +3

The automation of chest X-ray reporting has garnered significant interest due to the time-consuming nature of the task. However, the clinical accuracy of free-text reports has prov…

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