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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 …
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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 …
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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 …
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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 …
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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 …
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Characterisation and outcome of RAC1 mutated melanoma
Background Activating hot spot R29S mutations in RAC1, a small GTPase influencing several cellular processes including cell …
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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 …
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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 …
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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 …
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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 …
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