From Unit to Dose: A Machine Learning Approach for Precise Prediction of Hemoglobin and Iron Content in Individual Packed Red Blood Cell Units.
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| Title: | From Unit to Dose: A Machine Learning Approach for Precise Prediction of Hemoglobin and Iron Content in Individual Packed Red Blood Cell Units. |
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| Authors: | Epah J; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Gülec I; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Winter S; Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany, University of Tübingen, 72076, Tübingen, Germany., Dörr J; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Geisen C; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Haecker E; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Link D; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Schwab M; Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany, University of Tübingen, 72076, Tübingen, Germany.; Departments of Clinical Pharmacology, Pharmacy and Biochemistry, University of Tübingen, 72076, Tübingen, Germany.; Cluster of Excellence iFIT (EXC 2180), Image-Guided and Functionally Instructed Tumor Therapies', University of Tübingen, 72076, Tübingen, Germany., Seifried E; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany., Schäfer R; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.; Institute for Transfusion Medicine and Gene Therapy, Medical Center - University of Freiburg, 79106, Freiburg, Germany.; Center for Chronic Immunodeficiency (CCI), Medical Center - University of Freiburg, 79106, Freiburg, Germany. |
| Source: | Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2022 Dec; Vol. 9 (36), pp. e2204077. Date of Electronic Publication: 2022 Nov 04. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: WILEY-VCH Country of Publication: Germany NLM ID: 101664569 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2198-3844 (Electronic) Linking ISSN: 21983844 NLM ISO Abbreviation: Adv Sci (Weinh) Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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