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Tree-based exploratory identification of predictive biomarkers in non-randomized data.

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Title: Tree-based exploratory identification of predictive biomarkers in non-randomized data.
Authors: Krzykalla J; Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany., Saadati M; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany. maral.saadati@dkfz.de., Hielscher W; Department of Engineering and Management, Technical University of Applied Sciences Mannheim, Mannheim, Germany., Kopp-Schneider A; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany., Döhner H; Department of Internal Medicine III, Ulm University Hospital, Ulm, Germany., Benner A; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany., Edelmann D; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
Source: BMC medical research methodology [BMC Med Res Methodol] 2026 Jun 27; Vol. 26 (1). Date of Electronic Publication: 2026 Jun 27.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Krzykalla+J%22">Krzykalla J</searchLink>; Boehringer Ingelheim Pharma GmbH & Co. KG, Biberach, Germany.<br /><searchLink fieldCode="AU" term="%22Saadati+M%22">Saadati M</searchLink>; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany. maral.saadati@dkfz.de.<br /><searchLink fieldCode="AU" term="%22Hielscher+W%22">Hielscher W</searchLink>; Department of Engineering and Management, Technical University of Applied Sciences Mannheim, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Kopp-Schneider+A%22">Kopp-Schneider A</searchLink>; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Döhner+H%22">Döhner H</searchLink>; Department of Internal Medicine III, Ulm University Hospital, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Benner+A%22">Benner A</searchLink>; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany.<br /><searchLink fieldCode="AU" term="%22Edelmann+D%22">Edelmann D</searchLink>; Division of Biostatistics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
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  Data: <searchLink fieldCode="JN" term="%22100968545%22">BMC medical research methodology</searchLink> [BMC Med Res Methodol] 2026 Jun 27; Vol. 26 (1). <i>Date of Electronic Publication: </i>2026 Jun 27.
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              Text: 2026 Jun 27
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