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2
Mitigating cognitive bias with clinical decision support systems: an experimental study
Bias in clinical reasoning has been identified as one of the main sources of diagnostic errors. Clinical Decision Support Systems that …
Alisa Küper
,
Georg C. Lodde
,
Elisabeth Livingstone
,
Dirk Schadendorf
,
Nicole Krämer
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Doi
Deep learning in computational dermatopathology of melanoma: A technical systematic literature review
Deep learning (DL) has become one of the major approaches in computational dermatopathology, evidenced by a significant increase in …
Daniel Sauter
,
Georg C. Lodde
,
Felix Nensa
,
Dirk Schadendorf
,
Elisabeth Livingstone
,
Markus Kukuk
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Doi
PDF
Medication event extraction in clinical notes: Contribution of the WisPerMed team to the n2c2 2022 challenge
In this work, we describe the findings of the ‘WisPerMed’ team from their participation in Track 1 (Contextualized Medication Event …
Henning Schäfer
,
Ahmad Idrissi-Yaghir
,
Jeanette Bewersdorff
,
Sameh Frihat
,
Christoph M. Friedrich
,
Torsten Zesch
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Doi
ScienceDirect
PubMed
Explainable AI in medical imaging: An overview for clinical practitioners – Beyond saliency-based XAI approaches
Driven by recent advances in Artificial Intelligence (AI) and Computer Vision (CV), the implementation of AI systems in the medical …
Katarzyna Borys
,
Yasmin Alyssa Schmitt
,
Meike Nauta
,
Christin Seifert
,
Nicole Krämer
,
Christoph M. Friedrich
,
Felix Nensa
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Doi
ScienceDirect
PubMed
Explainable AI in medical imaging: An overview for clinical practitioners – Saliency-based XAI approaches
Since recent achievements of Artificial Intelligence (AI) have proven significant success and promising results throughout many fields …
Katarzyna Borys
,
Yasmin Alyssa Schmitt
,
Meike Nauta
,
Christin Seifert
,
Nicole Krämer
,
Christoph M. Friedrich
,
Felix Nensa
Cite
Doi
ScienceDirect
PubMed
Characterisation and outcome of RAC1 mutated melanoma
Background Activating hot spot R29S mutations in RAC1, a small GTPase influencing several cellular processes including cell …
Georg C. Lodde
,
Philipp Jansen
,
Rudolf Herbst
,
Patrick Terheyden
,
Jochen Utikal
,
Claudia Pföhler
,
Jens Ulrich
,
Alexander Kreuter
,
Peter Mohr
,
Ralf Gutzmer
,
Friedegund Meier
,
Edgar Dippel
,
Michael Weichenthal
,
Antje Sucker
,
Jan-Malte Placke
,
Anne Zaremba
,
Lea Jessica Albrecht
,
Bernd Kowall
,
Wolfgang Galetzka
,
Jürgen C. Becker
,
Alpaslan Tasdogan
,
Lisa Zimmer
,
Elisabeth Livingstone
,
Eva Hadaschik
,
Dirk Schadendorf
,
Selma Ugurel
,
Klaus Griewank
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Doi
ScienceDirect
PubMed
Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback
AbstractUnderstanding customer feedback is becoming a necessity for companies to identify problems and improve their products and …
Ahmad Idrissi-Yaghir
,
Henning Schäfer
,
Nadja Bauer
,
Christoph M. Friedrich
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Doi
Springer
Validating Automatic Concept-Based Explanations for AI-Based Digital Histopathology
Digital histopathology poses several challenges such as label noise, class imbalance, limited availability of labelled data, and …
Daniel Sauter
,
Georg C. Lodde
,
Felix Nensa
,
Dirk Schadendorf
,
Elisabeth Livingstone
,
Markus Kukuk
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Doi
PDF
Guideline-Based Context-Sensitive Decision Modeling for Melanoma Patients
The provision of knowledge through clinical practice guidelines and hospital-specific standard operating procedures (SOPs) is …
Catharina Beckmann
,
Georg C. Lodde
,
Elisabeth Livingstone
,
Dirk Schadendorf
,
Britta Böckmann
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Doi
PDF
PubMed
WisPerMed Text at TREC Clinical Trials Track 2021
This paper describes the submissions of the WisPerMed Text group to the TREC Clinical Trials Track 2021. It aims to overcome the …
Henning Schäfer
,
Ahmad Idrissi-Yaghir
,
Wolfgang Galetzka
,
Marie Bexte
,
Christoph M. Friedrich
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PDF
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