Search Results - "Kors, Jan A"

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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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.

“…Background Many dementia prediction models have been developed, but only few have been externally validated, which hinders clinical uptake and may pose a risk…”
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Using Structured Codes and Free-Text Notes to Measure Information Complementarity in Electronic Health Records: Feasibility and Validation Study by Seinen, Tom M, Kors, Jan A, van Mulligen, Erik M, Rijnbeek, Peter R

“…Electronic health records (EHRs) consist of both structured data (eg, diagnostic codes) and unstructured data (eg, clinical notes). It is commonly believed…”
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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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Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data by Yang, Cynthia, Fridgeirsson, Egill A., Kors, Jan A., Reps, Jenna M., Rijnbeek, Peter R.

“…Background There is currently no consensus on the impact of class imbalance methods on the performance of clinical prediction models. We aimed to empirically…”
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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

“…Background HRV has mostly shown associations with systolic dysfunction and more recently, with diastolic dysfunction in Heart failure (HF) patients. But the…”
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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.

“…Background 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…”
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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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Normal Values of Corrected Heart-Rate Variability in 10-Second Electrocardiograms for All Ages by van den Berg, Marten E., Rijnbeek, Peter R., Niemeijer, Maartje N., Hofman, Albert, van Herpen, Gerard, Bots, Michiel L., Hillege, Hans, Swenne, Cees A., Eijgelsheim, Mark, Stricker, Bruno H., Kors, Jan A.

“…Heart-rate variability (HRV) measured on standard 10-s electrocardiograms (ECGs) has been associated with increased risk of cardiac and all-cause mortality,…”
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Mapping between clinical and preclinical terminologies: eTRANSAFE’s Rosetta stone approach by van Mulligen, Erik M., Parry, Rowan, van der Lei, Johan, Kors, Jan A.

“…Background The eTRANSAFE project developed tools that support translational research. One of the challenges in this project was to combine preclinical and…”
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Normal values of the electrocardiogram for ages 16–90 years by Rijnbeek, Peter R., PhD, van Herpen, Gerard, MD, PhD, Bots, Michiel L., MD, PhD, Man, Sumche, MD, Verweij, Niek, MD, Hofman, Albert, MD, PhD, Hillege, Hans, MD, PhD, Numans, Matthijs E., MD, PhD, Swenne, Cees A., PhD, Witteman, Jacqueline C.M., PhD, Kors, Jan A., PhD

“…Abstract Introduction To establish an up-to-date and comprehensive set of normal values for the clinically current measurements in the adult ECG, covering all…”
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Parasitic infections related to anti-type 2 immunity monoclonal antibodies: a disproportionality analysis in the food and drug administration’s adverse event reporting system (FAERS) by Pera, Victor, Brusselle, Guy G., Riemann, Sebastian, Kors, Jan A., Van Mulligen, Erik M., Parry, Rowan, de Wilde, Marcel, Rijnbeek, Peter R., Verhamme, Katia M. C.

“…Introduction: Monoclonal antibodies (mAbs) targeting immunoglobulin E (IgE) [omalizumab], type 2 (T2) cytokine interleukin (IL) 5 [mepolizumab, reslizumab],…”
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The meaning of the Tp-Te interval and its diagnostic value by Kors, Jan A., Ritsema van Eck, Henk J., van Herpen, Gerard

“…The interval between T peak (Tp) and T end (Te) has been proposed as a measure of transmural dispersion of repolarization, but experimental and clinical…”
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Automatic identification of relevant chemical compounds from patents by Akhondi, Saber A, Rey, Hinnerk, Schwörer, Markus, Maier, Michael, Toomey, John, Nau, Heike, Ilchmann, Gabriele, Sheehan, Mark, Irmer, Matthias, Bobach, Claudia, Doornenbal, Marius, Gregory, Michelle, Kors, Jan A

“…Abstract In commercial research and development projects, public disclosure of new chemical compounds often takes place in patents. Only a small proportion of…”
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Generating and evaluating a propensity model using textual features from electronic medical records by Afzal, Zubair, Masclee, Gwen M. C., Sturkenboom, Miriam C. J. M., Kors, Jan A., Schuemie, Martijn J.

“…Propensity score (PS) methods are commonly used to control for confounding in comparative effectiveness studies. Electronic health records (EHRs) contain much…”
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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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Prolonged QTc interval and risk of sudden cardiac death in a population of older adults by Straus, Sabine M J M, Kors, Jan A, De Bruin, Marie L, van der Hooft, Cornelis S, Hofman, Albert, Heeringa, Jan, Deckers, Jaap W, Kingma, J Herre, Sturkenboom, Miriam C J M, Stricker, Bruno H Ch, Witteman, Jacqueline C M

“…This study sought to investigate whether prolongation of the heart rate-corrected QT (QTc) interval is a risk factor for sudden cardiac death in the general…”
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A dictionary to identify small molecules and drugs in free text by Hettne, Kristina M., Stierum, Rob H., Schuemie, Martijn J., Hendriksen, Peter J. M., Schijvenaars, Bob J. A., Mulligen, Erik M. van, Kleinjans, Jos, Kors, Jan A.

“…Motivation: From the scientific community, a lot of effort has been spent on the correct identification of gene and protein names in text, while less effort…”
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