View in EDS HTML Full Text PDF Full Text

From Unit to Dose: A Machine Learning Approach for Precise Prediction of Hemoglobin and Iron Content in Individual Packed Red Blood Cell Units.

Saved in:
Bibliographic Details
Title: From Unit to Dose: A Machine Learning Approach for Precise Prediction of Hemoglobin and Iron Content in Individual Packed Red Blood Cell Units.
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
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 36333123
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: From Unit to Dose: A Machine Learning Approach for Precise Prediction of Hemoglobin and Iron Content in Individual Packed Red Blood Cell Units.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Epah+J%22">Epah J</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Gülec+I%22">Gülec I</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Winter+S%22">Winter S</searchLink>; Dr. Margarete Fischer-Bosch Institute of Clinical Pharmacology, Stuttgart, Germany, University of Tübingen, 72076, Tübingen, Germany.<br /><searchLink fieldCode="AU" term="%22Dörr+J%22">Dörr J</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Geisen+C%22">Geisen C</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Haecker+E%22">Haecker E</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Link+D%22">Link D</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Schwab+M%22">Schwab M</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Seifried+E%22">Seifried E</searchLink>; Institute for Transfusion Medicine and Immunohaematology, German Red Cross Blood Donor Service Baden-Württemberg-Hessen gGmbH, Goethe University Hospital, 60528, Frankfurt am Main, Germany.<br /><searchLink fieldCode="AU" term="%22Schäfer+R%22">Schäfer R</searchLink>; 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.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101664569%22">Advanced science (Weinheim, Baden-Wurttemberg, Germany)</searchLink> [Adv Sci (Weinh)] 2022 Dec; Vol. 9 (36), pp. e2204077. <i>Date of Electronic Publication: </i>2022 Nov 04.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article; Research Support, Non-U.S. Gov't
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22WILEY-VCH%22">WILEY-VCH </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>101664569 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2198-3844 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221983844%22">21983844 </searchLink><i>NLM ISO Abbreviation: </i>Adv Sci (Weinh) <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=36333123
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1002/advs.202204077
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        StartPage: e2204077
    Titles:
      – TitleFull: From Unit to Dose: A Machine Learning Approach for Precise Prediction of Hemoglobin and Iron Content in Individual Packed Red Blood Cell Units.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Epah J
      – PersonEntity:
          Name:
            NameFull: Gülec I
      – PersonEntity:
          Name:
            NameFull: Winter S
      – PersonEntity:
          Name:
            NameFull: Dörr J
      – PersonEntity:
          Name:
            NameFull: Geisen C
      – PersonEntity:
          Name:
            NameFull: Haecker E
      – PersonEntity:
          Name:
            NameFull: Link D
      – PersonEntity:
          Name:
            NameFull: Schwab M
      – PersonEntity:
          Name:
            NameFull: Seifried E
      – PersonEntity:
          Name:
            NameFull: Schäfer R
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 12
              Text: 2022 Dec
              Type: published
              Y: 2022
          Identifiers:
            – Type: issn-electronic
              Value: 2198-3844
          Numbering:
            – Type: volume
              Value: 9
            – Type: issue
              Value: 36
          Titles:
            – TitleFull: Advanced science (Weinheim, Baden-Wurttemberg, Germany)
              Type: main
ResultId 1