المؤلفون: Julia A Bielicki, Luregn J Schlapbach, Klara Posfay-Barbe, Sven Schulzke, Martin Stocker, Anita Rauch, Christopher B Forrest, Effy Vayena, Claudia E Kuehni, Jacques Fellay, Philipp Latzin, Christian Kahlert, Seraina Prader, Ben D Spycher, Katrin Männik, Jana Pachlopnik Schmid, Klara M Posfay-Barbe, Roger Lauener, Keith Harshman, Kelly Ormond, Manon Jaboyedoff, Eric Giannoni, Tatjana Welzel, Dylan Lawless, Rebeca Mozun, Fabiën N Belle, Andrea Agostini, Matthias R Baumgartner, D Sean Froese, Sandra Goetze, Kathrin Hofmann, Aurélie Martin Necker, Patrick G A Pedrioli, Sven M Schulzke, Nicola Zamboni, Julia E Vogt, Audrey van Drogen, Cornelia Hagman, Daphné Chopard, Eirini I Petrou, Emanuele Palumbo, Ioannis Xenarios, Léa Ho Dac, Lorenz M Leuenberger, Mariam Ait Oumelloul, Nicole Goebel, Simon Boutry, Thomas M Sutter, Varvara Dimopoulou, Vito RT Zanotelli, Xeni Deligianni, Xenia Bovermann, Yara Shoman, Anna Hartung

المصدر: BMJ Open, Vol 14, Iss 12 (2024)

مصطلحات موضوعية: Medicine

وصف الملف: electronic resource

Relation: https://bmjopen.bmj.com/content/14/12/e091884.full; https://doaj.org/toc/2044-6055

URL الوصول: https://doaj.org/article/6004a3a0edb8496c80a4e63b775a4236

المؤلفون: Laura Arbelaez Ossa, Georg Starke, Giorgia Lorenzini, Julia E Vogt, David M Shaw, Bernice Simone Elger

المصدر: Digital Health, Vol 8 (2022)

مصطلحات موضوعية: Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2055-2076

URL الوصول: https://doaj.org/article/1f25fd7c4d94466b907f6d1f4dbca532

المؤلفون: Elisa Ramirez, Samuel Ruiperez-Campillo, Ruben Casado-Arroyo, José Luis Merino, Julia E. Vogt, Francisco Castells, José Millet

المصدر: Frontiers in Physiology, Vol 15 (2024)

مصطلحات موضوعية: cardiovascular diseases, electrocardiogram, deep learning, redundancy reduction, model performance, cardiac signal processing, Physiology, QP1-981

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fphys.2024.1452829/full; https://doaj.org/toc/1664-042X

URL الوصول: https://doaj.org/article/9a86bb29c4cf41bd9edea791667e70a7

المؤلفون: Heike Leutheuser, Marc Bartholet, Alexander Marx, Marc Pfister, Marie-Anne Burckhardt, Sara Bachmann, Julia E. Vogt

المصدر: Frontiers in Medicine, Vol 11 (2024)

مصطلحات موضوعية: diabetes management, digital health, machine learning, supervised learning, biomedical signal processing, Medicine (General), R5-920

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fmed.2024.1439218/full; https://doaj.org/toc/2296-858X

URL الوصول: https://doaj.org/article/6cec53ea60af494aa598d090f10d845d

المؤلفون: Alexander Marx, Francesco Di Stefano, Heike Leutheuser, Kieran Chin-Cheong, Marc Pfister, Marie-Anne Burckhardt, Sara Bachmann, Julia E. Vogt

المصدر: Frontiers in Pediatrics, Vol 11 (2023)

مصطلحات موضوعية: T1D, diabetes, pediatrics, physical activity, forecasting, machine learning, Pediatrics, RJ1-570

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fped.2023.1296904/full; https://doaj.org/toc/2296-2360

URL الوصول: https://doaj.org/article/ee19f3ed8022461f862ecbc15de208f0

المؤلفون: Imant Daunhawer, Kai Schumacher, Anna Badura, Julia E. Vogt, Holger Michel, Sven Wellmann

المصدر: Frontiers in Pediatrics, Vol 11 (2023)

مصطلحات موضوعية: machine learning, jaundice, children, baby, prediction, Pediatrics, RJ1-570

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fped.2023.1229462/full; https://doaj.org/toc/2296-2360

URL الوصول: https://doaj.org/article/67be1ebfdb224f9f8e41395f35aba937

المؤلفون: Ricards Marcinkevics, Pamuditha N. Silva, Anna-Katharina Hankele, Charlyn Dörnte, Sarah Kadelka, Katharina Csik, Svenja Godbersen, Algera Goga, Lynn Hasenöhrl, Pascale Hirschi, Hasan Kabakci, Mary P. LaPierre, Johanna Mayrhofer, Alexandra C. Title, Xuan Shu, Nouell Baiioud, Sandra Bernal, Laura Dassisti, Mara D. Saenz-de-Juano, Meret Schmidhauser, Giulia Silvestrelli, Simon Z. Ulbrich, Thea J. Ulbrich, Tamara Wyss, Daniel J. Stekhoven, Faisal S. Al-Quaddoomi, Shuqing Yu, Mascha Binder, Christoph Schultheiβ, Claudia Zindel, Christoph Kolling, Jörg Goldhahn, Bahram Kasmapour Seighalani, Polina Zjablovskaja, Frank Hardung, Marc Schuster, Anne Richter, Yi-Ju Huang, Gereon Lauer, Herrad Baurmann, Jun Siong Low, Daniela Vaqueirinho, Sandra Jovic, Luca Piccoli, Sandra Ciesek, Julia E. Vogt, Federica Sallusto, Markus Stoffel, Susanne E. Ulbrich

المصدر: Frontiers in Immunology, Vol 14 (2023)

مصطلحات موضوعية: SARS-CoV-2, antibody titers, T cell response, machine learning, neutralizing antibodies, Immunologic diseases. Allergy, RC581-607

وصف الملف: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fimmu.2023.1158905/full; https://doaj.org/toc/1664-3224

URL الوصول: https://doaj.org/article/5ed868f2a518448cb1a26993a166470f

المؤلفون: Macé M. Schuurmans, Michal Muszynski, Xiang Li, Ričards Marcinkevičs, Lukas Zimmerli, Diego Monserrat Lopez, Bruno Michel, Jonas Weiss, René Hage, Maurice Roeder, Julia E. Vogt, Thomas Brunschwiler

المصدر: Medicina; Volume 59; Issue 3; Pages: 617

مصطلحات موضوعية: home monitoring, COVID-19 vaccination, lung transplant, digital health, respiratory disease, disease management, chronic disease, patient monitoring

وصف الملف: application/pdf

Relation: https://dx.doi.org/10.3390/medicina59030617

الاتاحة: https://doi.org/10.3390/medicina59030617

المؤلفون: Noëmi Rebecca Meier, Thomas M. Sutter, Marc Jacobsen, Tom H. M. Ottenhoff, Julia E. Vogt, Nicole Ritz

المصدر: Frontiers in Cellular and Infection Microbiology, Vol 10 (2021)

مصطلحات موضوعية: cytokines, novel antigens, immune response, pediatric tuberculosis, interferon-gamma release assay, Microbiology, QR1-502

Relation: https://www.frontiersin.org/articles/10.3389/fcimb.2020.594030/full; https://doaj.org/toc/2235-2988; https://doaj.org/article/6101db99f57d4b1d9babf41391e3bd7e

الاتاحة: https://doi.org/10.3389/fcimb.2020.594030
https://doaj.org/article/6101db99f57d4b1d9babf41391e3bd7e

المؤلفون: Ricards Marcinkevics, Patricia Reis Wolfertstetter, Sven Wellmann, Christian Knorr, Julia E. Vogt

المصدر: Frontiers in Pediatrics, Vol 9 (2021)

مصطلحات موضوعية: appendicitis, pediatrics, predictive medicine, machine learning, classification, RJ1-570

Relation: https://www.frontiersin.org/articles/10.3389/fped.2021.662183/full; https://doaj.org/toc/2296-2360; https://doaj.org/article/df055698ef0e49f5919cbdc5a0ed0092

الاتاحة: https://doi.org/10.3389/fped.2021.662183
https://doaj.org/article/df055698ef0e49f5919cbdc5a0ed0092

المؤلفون: Julia E. Vogt, Ece Ozkan, Riĉards Marcinkeviĉs

المصدر: Digital Medicine ISBN: 9781003386070

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::2cba58e3902b80e6d8f23055725c8bc0
https://doi.org/10.1201/9781003386070-2

المؤلفون: Ričards Marcinkevičs, Julia E. Vogt

المصدر: WIREs Data Mining and Knowledge Discovery. 13

مصطلحات موضوعية: General Computer Science

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::405575378f7b64b41ecf48b7474ce423
https://doi.org/10.1002/widm.1493

المؤلفون: Imant Daunhawer, Alice Bizeul, Emanuele Palumbo, Alexander Marx, Julia E. Vogt

مصطلحات موضوعية: machine learning, representation learning, causal inference, causal discovery

Relation: https://doi.org/10.48550/arXiv.2303.09166; https://doi.org/10.5281/zenodo.7678230; https://doi.org/10.5281/zenodo.7678231; oai:zenodo.org:7678231

الاتاحة: https://doi.org/10.5281/zenodo.7678231

المؤلفون: Ricards Marcinkevics, Pamuditha N. Silva, Anna-Katharina Hankele, Charlyn Dörnte, Sarah Kadelka, Katharina Csik, Svenja Godbersen, Algera Goga, Lynn Hasenöhrl, Pascale Hirschi, Hasan Kabakci, Mary P. LaPierre, Johanna Mayrhofer, Alexandra C. Title, Xuan Shu, Nouell Baiioud, Sandra Bernal, Laura Dassisti, Mara D. Saenz-de-Juano, Meret Schmidhauser, Giulia Silvestrelli, Simon Z. Ulbrich, Thea J. Ulbrich, Tamara Wyss, Daniel J. Stekhoven, Faisal S. Al-Quaddoomi, Shuqing Yu, Mascha Binder, Christoph Schultheiβ, Claudia Zindel, Christoph Kolling, Jörg Goldhahn, Bahram Kasmapour Seighalani, Polina Zjablovskaja, Frank Hardung, Marc Schuster, Anne Richter, Yi-Ju Huang, Gereon Lauer, Herrad Baurmann, Jun Siong Low, Daniela Vaqueirinho, Sandra Jovic, Luca Piccoli, Sandra Ciesek, Julia E. Vogt, Federica Sallusto, Markus Stoffel, Susanne E. Ulbrich

مصطلحات موضوعية: Immunology, Applied Immunology (incl. Antibody Engineering, Xenotransplantation and T-cell Therapies), Autoimmunity, Cellular Immunology, Humoural Immunology and Immunochemistry, Immunogenetics (incl. Genetic Immunology), Innate Immunity, Transplantation Immunology, Tumour Immunology, Immunology not elsewhere classified, Genetic Immunology, Animal Immunology, Veterinary Immunology, SARS-CoV-2, antibody titers, T cell response, machine learning, neutralizing antibodies

Relation: https://figshare.com/articles/dataset/DataSheet_1_Machine_learning_analysis_of_humoral_and_cellular_responses_to_SARS-CoV-2_infection_in_young_adults_pdf/23255669

الاتاحة: https://doi.org/10.3389/fimmu.2023.1158905.s001
https://figshare.com/articles/dataset/DataSheet_1_Machine_learning_analysis_of_humoral_and_cellular_responses_to_SARS-CoV-2_infection_in_young_adults_pdf/23255669

المؤلفون: Florence Corminboeuf, Roland Gerull, Tamara van Donge, Marc Pfister, Thomas M. Sutter, Julia E. Vogt, Nadia S. Eugster, Gilbert Koch

المصدر: Klinische Pädiatrie. 234:20-25

مصطلحات موضوعية: Gynecology, medicine.medical_specialty, business.industry, Vaginal delivery, medicine.medical_treatment, Birth weight, Gestational age, medicine.disease, Delivery mode, 03 medical and health sciences, 0302 clinical medicine, Interquartile range, 030225 pediatrics, Pediatrics, Perinatology and Child Health, Medicine, Caesarean section, Multiple birth, 030212 general & internal medicine, Hypernatremia, business

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::ad019313d515c80e1e6aa8bd734115b0
https://doi.org/10.1055/a-1443-6208

المؤلفون: Martin Stocker, Salhab el Helou, Luregn J Schlapbach, Juliette van Gijsel, Frans B Plötz, Jan Janota, René F Kornelisse, Dirk Lehnick, Niek B. Achten, Rob Moonen, Albertine E Donker, Urs Zimmerman, Wendy van Herk, Imant Daunhawer, Rita K van den Tooren-de Groot, Annemarie M. C. van Rossum, Angelique Hoffmann-Haringsma, Sven Wellmann, Madan Roy, Jantien W Wieringa, Laura H van der Meer-Kappelle, Frank A B A Schuerman, Sourabh Dutta, Maren Tomaske, Julia E. Vogt, Esther de Vries, Sintha D Sie, Amerik C. de Mol

المساهمون: Pediatric surgery, Amsterdam Reproduction & Development (AR&D), Pediatrics, Medical Microbiology & Infectious Diseases, Tranzo, Scientific center for care and wellbeing, Huisarts & Ziekenhuis, General Paediatrics

المصدر: Stocker, M, Daunhawer, I, van Herk, W, el Helou, S, Dutta, S, Schuerman, F A B A, van den Tooren-de Groot, R K, Wieringa, J W, Janota, J, van der Meer-Kappelle, L H, Moonen, R, Sie, S D, de Vries, E, Donker, A E, Zimmerman, U, Schlapbach, L J, de Mol, A C, Hoffmann-Haringsma, A, Roy, M, Tomaske, M, Kornelisse, R F, van Gijsel, J, Plötz, F B, Wellmann, S, Achten, N B, Lehnick, D, van Rossum, A M C & Vogt, J E 2022, ' Machine Learning Used to Compare the Diagnostic Accuracy of Risk Factors, Clinical Signs and Biomarkers and to Develop a New Prediction Model for Neonatal Early-onset Sepsis ', Pediatric Infectious Disease Journal, vol. 41, no. 3, pp. 248-254 . https://doi.org/10.1097/INF.0000000000003344
Pediatric Infectious Disease Journal, 41(3), 248-254. Lippincott Williams and Wilkins
The Pediatric infectious disease journal, 41(3), 248-254. Lippincott Williams & Wilkins
Pediatric Infectious Disease Journal, 41(3), 248-254. Lippincott Williams and Wilkins Ltd.
Pediatric infectious disease journal, 41(3), 248-254. Lippincott Williams and Wilkins

مصطلحات موضوعية: Microbiology (medical), Male, BIRTH, Population, DURATION, Diagnostic accuracy, Machine learning, computer.software_genre, TERM, THERAPY, Sepsis, Machine Learning, SDG 3 - Good Health and Well-being, Risk Factors, Antibiotic therapy, Secondary analysis, INFECTION, antibiotic therapy, Medicine, Humans, Neonatal Early-Onset Sepsis, Prospective Studies, education, education.field_of_study, business.industry, NEWBORNS, Infant, Newborn, Infant, medicine.disease, early-onset sepsis, Anti-Bacterial Agents, Infectious Diseases, Increased risk, C-Reactive Protein, ROC Curve, Background current, Pediatrics, Perinatology and Child Health, Female, Artificial intelligence, clinical signs, Neonatal Sepsis, business, computer, Biomarkers

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eb09507fffc3911b56d3f583d5e66116
https://research.vumc.nl/en/publications/cabbad12-9f51-4d21-8b28-01a829d44d56

المؤلفون: Hanna Ragnarsdottir, Laura Manduchi, Holger Michel, Fabian Laumer, Sven Wellmann, Ece Ozkan, Julia E. Vogt

المصدر: Lecture Notes in Computer Science ISBN: 9783031167874

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::9853b896f87792675faad5432a5e5051
https://doi.org/10.1007/978-3-031-16788-1_32

المؤلفون: Pedro Roig Aparicio, Ricards Marcinkevics, Patricia Reis Wolfertstetter, Sven Wellmann, Christian Knorr, Julia E. Vogt

المصدر: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA).

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::e5fd213687f1c4f8712eab26d3876e8a
https://doi.org/10.1109/icmla52953.2021.00243

المؤلفون: Thomas Brunschwiler, Thomas Frick, Renaud Marquis, Ilona Hubbard, Julia E. Vogt, Philippe Ryvlin, Ricards Marcinkevics, Alexander H. Hatteland

المصدر: ICDH

مصطلحات موضوعية: Correlation, Artificial neural network, business.industry, Computer science, Deep learning, Artificial intelligence, Biosignal, business, Neuroscience, Wearable technology, Stereoelectroencephalography, Peripheral, Interpretability

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::a69e1c84d784c0a8c9d9924169ba43f8
https://doi.org/10.1109/icdh52753.2021.00022

المؤلفون: Julia E. Vogt, Gilbert Koch, Sven Wellmann, Mélanie Wilbaux, Imant Daunhawer, Marc Pfister

المصدر: Clinical Pharmacology and Therapeutics
Clinical Pharmacology & Therapeutics, 107 (4)

مصطلحات موضوعية: Data Analysis, Databases, Factual, Computer science, Decision tree, MEDLINE, Machine learning, computer.software_genre, 030226 pharmacology & pharmacy, Clinical decision support system, Field (computer science), Article, law.invention, Machine Learning, 03 medical and health sciences, 0302 clinical medicine, law, Multidisciplinary approach, Humans, Pharmacology (medical), Pharmacology, Clinical pharmacology, business.industry, Research, Decision Trees, Articles, Pharmacometrics, Random forest, 030220 oncology & carcinogenesis, Pharmacology, Clinical, Artificial intelligence, business, computer

وصف الملف: application/application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80736ef4311ca1d07b2961196f0c79d4
http://europepmc.org/articles/PMC7158220