Search Results - "Kors, Jan"

The role of explainability in creating trustworthy artificial intelligence for health care: A comprehensive survey of the terminology, design choices, and evaluation strategies by Markus, Aniek F., Kors, Jan A., Rijnbeek, Peter R.

“…[Display omitted] •Comprehensive survey to provide guidance and formalize the field of explainable AI.•Assessment of quantitative evaluation metrics for…”
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Natural Language Processing in Radiology: A Systematic Review by Pons, Ewoud, Braun, Loes M M, Hunink, M G Myriam, Kors, Jan A

“…Radiological reporting has generated large quantities of digital content within the electronic health record, which is potentially a valuable source of…”
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Impact of QRS misclassifications on heart-rate-variability parameters (results from the CARLA cohort study) by Sauerbier, Frank, Haerting, Johannes, Sedding, Daniel, Mikolajczyk, Rafael, Werdan, Karl, Nuding, Sebastian, Greiser, Karin H, Swenne, Cees A, Kors, Jan A, Kluttig, Alexander

“…Heart rate variability (HRV), an important marker of autonomic nervous system activity, is usually determined from electrocardiogram (ECG) recordings corrected…”
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External validation of existing dementia prediction models on observational health data by John, Luis H, Kors, Jan A, Fridgeirsson, Egill A, Reps, Jenna M, Rijnbeek, Peter R

“…Many dementia prediction models have been developed, but only few have been externally validated, which hinders clinical uptake and may pose a risk if models…”
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Knowledge-based extraction of adverse drug events from biomedical text by Kang, Ning, Singh, Bharat, Bui, Chinh, Afzal, Zubair, van Mulligen, Erik M, Kors, Jan A

“…Many biomedical relation extraction systems are machine-learning based and have to be trained on large annotated corpora that are expensive and cumbersome to…”
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Identifying genes targeted by disease-associated non-coding SNPs with a protein knowledge graph by Vlietstra, Wytze J, Vos, Rein, van Mulligen, Erik M, Jenster, Guido W, Kors, Jan A

“…Genome-wide association studies (GWAS) have identified many single nucleotide polymorphisms (SNPs) that play important roles in the genetic heritability of…”
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Annotated chemical patent corpus: a gold standard for text mining by Akhondi, Saber A, Klenner, Alexander G, Tyrchan, Christian, Manchala, Anil K, Boppana, Kiran, Lowe, Daniel, Zimmermann, Marc, Jagarlapudi, Sarma A R P, Sayle, Roger, Kors, Jan A, Muresan, Sorel

“…Exploring the chemical and biological space covered by patent applications is crucial in early-stage medicinal chemistry activities. Patent analysis can…”
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Predicting cardiac electrical response to sodium-channel blockade and Brugada syndrome using polygenic risk scores by Tadros, Rafik, Tan, Hanno L, el Mathari, Sulayman, Kors, Jan A, Postema, Pieter G, Lahrouchi, Najim, Beekman, Leander, Radivojkov-Blagojevic, Milena, Amin, Ahmad S, Meitinger, Thomas, Tanck, Michael W, Wilde, Arthur A, Bezzina, Connie R

“…Abstract Aims Sodium-channel blockers (SCBs) are associated with arrhythmia, but variability of cardiac electrical response remains unexplained. We sought to…”
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Using rule-based natural language processing to improve disease normalization in biomedical text by Kang, Ning, Singh, Bharat, Afzal, Zubair, van Mulligen, Erik M, Kors, Jan A

“…In order for computers to extract useful information from unstructured text, a concept normalization system is needed to link relevant concepts in a text to…”
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Annotation-preserving machine translation of English corpora to validate Dutch clinical concept extraction tools by Seinen, Tom M, Kors, Jan A, van Mulligen, Erik M, Rijnbeek, Peter R

“…To explore the feasibility of validating Dutch concept extraction tools using annotated corpora translated from English, focusing on preserving annotations…”
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The added value of text from Dutch general practitioner notes in predictive modeling by Seinen, Tom M, Kors, Jan A, van Mulligen, Erik M, Fridgeirsson, Egill, Rijnbeek, Peter R

“…Abstract Objective This work aims to explore the value of Dutch unstructured data, in combination with structured data, for the development of prognostic…”
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Automatic detection of actionable findings and communication mentions in radiology reports using natural language processing by Visser, Jacob J., de Vries, Marianne, Kors, Jan A.

“…Objectives To develop and validate classifiers for automatic detection of actionable findings and documentation of nonroutine communication in routinely…”
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Use of unstructured text in prognostic clinical prediction models: a systematic review by Seinen, Tom M, Fridgeirsson, Egill A, Ioannou, Solomon, Jeannetot, Daniel, John, Luis H, Kors, Jan A, Markus, Aniek F, Pera, Victor, Rekkas, Alexandros, Williams, Ross D, Yang, Cynthia, van Mulligen, Erik M, Rijnbeek, Peter R

“…Abstract Objective This systematic review aims to assess how information from unstructured text is used to develop and validate clinical prognostic prediction…”
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Prevalence of symptomatic heart failure with reduced and with normal ejection fraction in an elderly general population-the CARLA study by Tiller, Daniel, Russ, Martin, Greiser, Karin Halina, Nuding, Sebastian, Ebelt, Henning, Kluttig, Alexander, Kors, Jan A, Thiery, Joachim, Bruegel, Mathias, Haerting, Johannes, Werdan, Karl

“…Chronic heart failure (CHF) is one of the most important public health concerns in the industrialized world having increasing incidence and prevalence…”
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Assessment of actionable findings in radiology reports by Visser, Jacob J., de Vries, Marianne, Kors, Jan A.

“…•Actionable findings are highly prevalent in routinely delivered radiology reports.•Interannotator agreement indicates that classifying actionable findings is…”
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Trends in the conduct and reporting of clinical prediction model development and validation: a systematic review by Yang, Cynthia, Kors, Jan A, Ioannou, Solomon, John, Luis H, Markus, Aniek F, Rekkas, Alexandros, de Ridder, Maria A J, Seinen, Tom M, Williams, Ross D, Rijnbeek, Peter R

“…Abstract Objectives This systematic review aims to provide further insights into the conduct and reporting of clinical prediction model development and…”
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A multilingual gold-standard corpus for biomedical concept recognition: the Mantra GSC by Kors, Jan A, Clematide, Simon, Akhondi, Saber A, van Mulligen, Erik M, Rebholz-Schuhmann, Dietrich

“…Objective To create a multilingual gold-standard corpus for biomedical concept recognition. Materials and methods We selected text units from different…”
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Heart Rate Variability and Incident Type 2 Diabetes in General Population by Wang, Kan, Ahmadizar, Fariba, Geurts, Sven, Arshi, Banafsheh, Kors, Jan A, Rizopoulos, Dimitris, Sijbrands, Eric J G, Ikram, M Arfan, Kavousi, Maryam

“…Abstract Context Hyperglycemia and autonomic dysfunction are bidirectionally related. Objective We investigated the association of longitudinal evolution of…”
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Heart rate variability is associated with left ventricular systolic, diastolic function and incident heart failure in the general population by Arshi, Banafsheh, Geurts, Sven, Tilly, Martijn J, van den Berg, Marten, Kors, Jan A, Rizopoulos, Dimitris, Ikram, M Arfan, Kavousi, Maryam

“…HRV has mostly shown associations with systolic dysfunction and more recently, with diastolic dysfunction in Heart failure (HF) patients. But the role of…”
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Development and validation of a patient-level model to predict dementia across a network of observational databases by John, Luis H, Fridgeirsson, Egill A, Kors, Jan A, Reps, Jenna M, Williams, Ross D, Ryan, Patrick B, Rijnbeek, Peter R

“…A prediction model can be a useful tool to quantify the risk of a patient developing dementia in the next years and take risk-factor-targeted intervention…”
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