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Papers matching “model initialization” 777

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Advancing Precision Dosing of 5-FU: Population PK Model Development, Limited Sampling Strategies, and Fit-for-Use Application
2026 Clinical Pharmacokinetics article Medicine Pharmaceutical studies and practices Open access

Zhiyuan Tan, Aymara Sancho‐Araiz, Swantje Völler, Sofía L. J. Peeters, Thomas Manten, Maarten J. Deenen, +5 more

3

citations
Histological triage of early-stage mycosis fungoides using a weakly supervised deep learning-based model: a multicentre, external validation, and clinical utility study
2026 medRxiv preprint Medicine Cutaneous lymphoproliferative disorders research Open access

Thom Doeleman, Siemen Brussee, P. Valkema, Werner Kempf, Maarten H. Vermeer, Jesper Kers, +14 more

0

citations
A recalibrated prediction model can identify level-1 trauma patients at risk of nosocomial pneumonia
2023 Archives of Orthopaedic and Trauma Surgery article Medicine Nosocomial Infections in ICU Open access

Tim Kobes, A. M. Terpstra, Frank F. A. IJpma, Luke P. H. Leenen, Roderick Marijn Houwert, Karlijn J. P. van Wessem, +2 more

4

citations
Noninvasive Predictive Model for Rapid Hemodynamic Optimization During Mechanical Circulatory Support
2026 ASAIO Journal article Medicine Mechanical Circulatory Support Devices

Ifan Yen, Michael Neidlin, L. Fischer, Jamshid H. Karimov, Po‐Lin Hsu

0

citations
Deep‐learning model for prenatal congenital heart disease screening generalizes to community setting and outperforms clinical detection
2023 Ultrasound in Obstetrics and Gynecology article Medicine Artificial Intelligence in Healthcare and Education Open access

Chinmayee Athalye, Amber E. L. van Nisselrooij, Syed Shamair Ali Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout

45

citations
Predicting Significant Symptom Burden Following Dialysis Initiation: Two-Year Risk Model
2025 Journal of the American Society of Nephrology article Medicine Dialysis and Renal Disease Management

Kendra E. Wulczyn, James Phillip Lash, Sahir Kalim, Merel van Diepen

0

citations
Model-Informed Dose Optimization of Pazopanib in Real-World Patients with Cancer
2025 Clinical Pharmacokinetics article Medicine Pharmaceutical studies and practices Open access

Zhiyuan Tan, Swantje Völler, Anyue Yin, Amy Rieborn, Hans A. J. Gelderblom, Tom van der Hulle, +2 more

4

citations
Development and Internal Validation of a Multivariable Prediction Model for Adrenocortical-Carcinoma-Specific Mortality
2020 Cancers article Medicine Adrenal and Paraganglionic Tumors Open access

Madeleine H. T. Ettaieb, Sander M. J. van Kuijk, Annelies de Wit-Pastoors, Richard Abraham Feelders, Eleonora P.M. Corssmit, Elisabeth M. W. Eekhoff, +7 more

10

citations
Development and Validation of a Nonremission Risk Prediction Model in First-Episode Psychosis: An Analysis of 2 Longitudinal Studies
2021 Schizophrenia Bulletin Open article Medicine Schizophrenia research and treatment Open access

Samuel Leighton, Rajeev Krishnadas, Rachel Upthegrove, Steven Marwaha, Ewout Willem Steyerberg, Georgios V. Gkoutos, +17 more

9

citations
Evaluation of Machine Learning Model Performance in Diabetic Foot Ulcer: Retrospective Cohort Study
2025 JMIR Medical Informatics article Medicine Diabetic Foot Ulcer Assessment and Management Open access

Veerle van Velze, Hendrico L Burger, Tim J. van der Steenhoven, Hani Alers, Lauren N. Goncalves, Daniël Eefting, +9 more

5

citations
Development and validation of a non-remission risk prediction model in First Episode Psychosis: An analysis of two longitudinal studies
2021 BJPsych Open article Medicine Schizophrenia research and treatment Open access

Samuel Leighton, Pavan Kumar Mallikarjun, Rajeev Krishnadas, Jonathan Cavanagh, Simon Rogers, Rachel Upthegrove, +17 more

0

citations
Effects of the Non-Neutralizing Humanized Monoclonal Anti-Adrenomedullin Antibody Adrecizumab on Hemodynamic and Renal Injury in a Porcine Two-Hit Model
2020 Shock article Medicine Sepsis Diagnosis and Treatment

Tim-Philipp Simon, Jeanine Szymanski, Christoph Daniel, Christos Golias, Oliver Hartmann, Joachim Struck, +3 more

7

citations
Deep learning model for prenatal congenital heart disease (CHD) screening generalizes to the community setting and outperforms clinical detection
2023 medRxiv preprint Medicine Congenital Heart Disease Studies Open access

Chinmayee Athalye, Amber E. L. van Nisselrooij, Sara Rizvi, Monique C. Haak, Anita J. Moon‐Grady, Rima Arnaout

2

citations
A clinical prediction model to identify children at risk for revisits with serious illness to the emergency department: A prospective multicentre observational study
2021 PLoS ONE article Medicine Emergency and Acute Care Studies Open access

Ruud Nijman, Dorine Borensztajn, Joany M. Zachariasse, Carine Hajema, Paulo Freitas, Susanne Greber‐Platzer, +6 more

11

citations
Transformed Canine and Murine Mesenchymal Stem Cells as a Model for Sarcoma with Complex Genomics
2021 Cancers article Medicine Veterinary Oncology Research Open access

Natasja Franceschini, Bas Verbruggen, Marianna A. Tryfonidou, Alwine B. Kruisselbrink, Hans J. Baelde, Karin E. de Visser, +3 more

11

citations
Personalized Dynamic Prediction Model for Biopsy Timing in Patients With Prostate Cancer During Active Surveillance
2025 JAMA Network Open article Medicine Prostate Cancer Diagnosis and Treatment Open access

Ivo I. de Vos, Daan Nieboer, Mark Frydenberg, Christian P. Pavlovich, Mieke Van Hemelrijck, Lui Shiong Lee, +5 more

7

citations
Prediction of the chance of successful immune tolerance induction in persons with severe hemophilia A and inhibitors: a clinical prediction model
2024 Research and Practice in Thrombosis and Haemostasis article Medicine Hemophilia Treatment and Research Open access

Ilja Oomen, Amal Abdi, Ricardo Mesquita Camelo, Fábia M. R. A. Callado, Luany Elvira Mesquita Carvalho, Ilenia Lorenza Calcaterra, +21 more

3

citations
Spontaneous spreading depolarizations originate subcortically in a novel mouse model of familial hemiplegic migraine type 2
2024 Neurobiology of Disease article Medicine Migraine and Headache Studies Open access

Nico A. Jansen, Chelsey Linnenbank, Maarten Schenke, Rob A. Voskuyl, Georgii Krivoshein, Cor Breukel, +8 more

9

citations
Development and Validation of a Prediction Model for 1-Year Mortality in Patients With a Hematologic Malignancy Admitted to the ICU
2024 Critical Care Explorations article Medicine Sepsis Diagnosis and Treatment Open access

Jan-Willem H.L. Boldingh, M. Sesmu Arbous, Bart J. Biemond, Nicole M. A. Blijlevens, Jasper van Bommel, Murielle G.E.C. Hilkens, +5 more

2

citations
Performance of a clinical risk prediction model for inhibitor formation in severe haemophilia A
2021 Haemophilia article Medicine Hemophilia Treatment and Research Open access

Shermarke Hassan, Roberta Palla, Carla Valsecchi, Isabella Garagiola, Amal M. El-Beshlawy, Mohsen Saleh Elalfy, +7 more

4

citations
Updating M6 pregnancy of unknown location risk‐prediction model including evaluation of clinical factors
2023 Ultrasound in Obstetrics and Gynecology article Medicine Ectopic Pregnancy Diagnosis and Management Open access

Christopher Kyriacou, Ashleigh Ledger, S. Bobdiwala, Francis Ayim, Emma Kirk, Osama Abughazza, +6 more

13

citations
ABSTRACT NUMBER: ESOC2026A1970 DEVELOPMENT OF A PREHOSPITAL DIAGNOSTIC MODEL TO IDENTIFY INTRACEREBRAL HAEMORRHAGE IN PATIENTS WITH SUSPECTED STROKE
2026 European Stroke Journal conference-abstract Medicine Intracerebral and Subarachnoid Hemorrhage Research Open access

Naomi de Ruijter, Femke C.C. Kremers, Esmée Venema, Annemijn M. Algra, Nina A. Hilkens, Patrick J. van der Geest, +6 more

0

citations
Molecular insights into the effects of laser-induced optical breakdown (LIOB) after 1064 nm picosecond laser irradiation using a novel melanocyte-containing 3D skin model
2025 Lasers in Medical Science article Medicine Dermatologic Treatments and Research Open access

Sebastian Huth, Yvonne Marquardt, Laura Huth, Peter Arne Gerber, Jens Malte Baron

11

citations
A prediction model for response to immune checkpoint inhibition in advanced melanoma.
2023 Journal of Clinical Oncology conference-abstract Medicine Cancer Immunotherapy and Biomarkers Open access

Isabella A.J. van Duin, Rik Jasper Verheijden, P. J. van Diest, Alfonsus Johannes Maria van den Eertwegh, Jan Willem de Groot, Olivier Jules van Not, +14 more

0

citations
Extinction probabilities of small structured populations: adequate short-term model predictions in Folsomia candida
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Mathematical and Theoretical Epidemiology and Ecology Models Open access

Tom J. M. Van Dooren, Patsy Haccou, Gerard Hermus, Tully T.

0

citations