نتائج البحث - "Lenhof, Kerstin"

1

Academic Journal

Trust me if you can: a survey on reliability and interpretability of machine learning approaches for drug sensitivity prediction in cancer

المؤلفون: Lenhof, Kerstin, Eckhart, Lea, Rolli, Lisa-Marie, Lenhof, Hans-Peter

مصطلحات موضوعية: ddc:004, trustworthiness, reliability, interpretability, anti-cancer drug sensitivity prediction, uncertainty

Relation: hdl:20.500.11880/38982

الاتاحة: http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-434964
https://doi.org/10.22028/D291-43496
https://doi.org/10.1093/bib/bbae379

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2

Academic Journal

Reliable anti-cancer drug sensitivity prediction and prioritization

المؤلفون: Lenhof, Kerstin, Eckhart, Lea, Rolli, Lisa-Marie, Volkamer, Andrea, Lenhof, Hans-Peter

مصطلحات موضوعية: ddc:004, Reliability, Conformal prediction, Simultaneous regression and classifcation, Drug sensitivity prediction, Drug prioritization, Cancer

Relation: https://static-content.springer.com/esm/art%3A10.1038%2Fs41598-024-62956-6/MediaObjects/41598_2024_62956_MOESM1_ESM.pdf; https://static-content.springer.com/esm/art%3A10.1038%2Fs41598-024-62956-6/MediaObjects/41598_2024_62956_MOESM2_ESM.pdf; hdl:20.500.11880/38017

الاتاحة: http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-423524
https://doi.org/10.22028/D291-42352
https://doi.org/10.1038/s41598-024-62956-6

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3

Academic Journal

A comprehensive benchmarking of machine learning algorithms and dimensionality reduction methods for drug sensitivity prediction

المؤلفون: Eckhart, Lea, Lenhof, Kerstin, Rolli, Lisa-Marie, Lenhof, Hans-Peter

المساهمون: Saarland University

المصدر: Briefings in Bioinformatics ; volume 25, issue 4 ; ISSN 1467-5463 1477-4054

الاتاحة: http://dx.doi.org/10.1093/bib/bbae242
https://academic.oup.com/bib/article-pdf/25/4/bbae242/57910132/bbae242.pdf

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4

Academic Journal

Simultaneous regression and classification for drug sensitivity prediction using an advanced random forest method

المؤلفون: Lenhof, Kerstin, Eckhart, Lea, Gerstner, Nico, Kehl, Tim, Lenhof, Hans-Peter

مصطلحات موضوعية: ddc:004, Cancer therapy, Computational models, Machine learning, Tumour heterogeneity

Relation: https://static-content.springer.com/esm/art%3A10.1038%2Fs41598-022-17609-x/MediaObjects/41598_2022_17609_MOESM1_ESM.pdf; hdl:20.500.11880/33999

الاتاحة: http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-375745
https://doi.org/10.22028/D291-37574
https://doi.org/10.1038/s41598-022-17609-x

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5

Academic Journal

MERIDA: a novel Boolean logic-based integer linear program for personalized cancer therapy

المؤلفون: Lenhof, Kerstin, Gerstner, Nico, Kehl, Tim, Eckhart, Lea, Schneider, Lara, Lenhof, Hans-Peter

المساهمون: Wren, Jonathan, Internal funds of Saarland University

المصدر: Bioinformatics ; volume 37, issue 21, page 3881-3888 ; ISSN 1367-4803 1367-4811

الاتاحة: http://dx.doi.org/10.1093/bioinformatics/btab546
http://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btab546/40315772/btab546.pdf
https://academic.oup.com/bioinformatics/article-pdf/37/21/3881/50337738/btab546.pdf

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6

Academic Journal

GeneTrail: A Framework for the Analysis of High-Throughput Profiles

المؤلفون: Gerstner, Nico, Kehl, Tim, Lenhof, Kerstin, Eckhart, Lea, Schneider, Lara, Stöckel, Daniel, Backes, Christina, Meese, Eckart, Keller, Andreas, Lenhof, Hans-Peter

المصدر: Frontiers in Molecular Biosciences ; volume 8 ; ISSN 2296-889X

الاتاحة: http://dx.doi.org/10.3389/fmolb.2021.716544
https://www.frontiersin.org/articles/10.3389/fmolb.2021.716544/full

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7

Dissertation/ Thesis

Machine learning-based anti-cancer drug treatment optimization

المؤلفون: Lenhof, Kerstin

المساهمون: Lenhof, Hans-Peter

مصطلحات موضوعية: ddc:004, ddc:570, ddc:610

Relation: hdl:20.500.11880/38100

الاتاحة: http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-424305
https://doi.org/10.22028/D291-42430

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8

Academic Journal

Quantitative and time-resolved miRNA pattern of early human T cell activation

المؤلفون: Diener, Caroline, Hart, Martin, Kehl, Tim, Rheinheimer, Stefanie, Ludwig, Nicole, Krammes, Lena, Pawusch, Sarah, Lenhof, Kerstin, Tänzer, Tanja, Schub, David, Sester, Martina, Walch-Rückheim, Barbara, Keller, Andreas, Lenhof, Hans-Peter, Meese, Eckart

مصطلحات موضوعية: ddc:610

وصف الملف: application/pdf

Relation: https://doi.org/10.1093/nar/gkaa788

الاتاحة: https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/116850
https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-1168509
https://doi.org/10.1093/nar/gkaa788
https://opus.bibliothek.uni-augsburg.de/opus4/files/116850/gkaa788.pdf

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9

Academic Journal

GeneTrail 3: advanced high-throughput enrichment analysis

المؤلفون: Gerstner, Nico, Kehl, Tim, Lenhof, Kerstin, Müller, Anne, Mayer, Carolin, Eckhart, Lea, Grammes, Nadja Liddy, Diener, Caroline, Hart, Martin, Hahn, Oliver, Walter, Jörn, Wyss-Coray, Tony, Meese, Eckart, Keller, Andreas, Lenhof, Hans-Peter

مصطلحات موضوعية: ddc:004, ddc:610

Relation: https://oup.silverchair-cdn.com/oup/backfile/Content_public/Journal/nar/48/W1/10.1093_nar_gkaa306/1/gkaa306_supplemental_file.pdf?Expires=1652875811&Signature=jUWjLmeklIPoKOQ5Lv4FHn36t~XeEhGt6vij76SxHgw3eDseJiHWRwvIO-92sD085omcApPH0ddk8nygRCB5CqYvPRQM1GoufZsJTjMwU2OPs41-UlH0CuWLNay-65cq-SyeuEe3RTrZWBGxSpES3ViBUmTnzs7~KHVI-DnJQlK0z2K6-feSdmH3yXUuDNXEReGaFHMJn53NA4ljAMcCRUELuC0ftaqI3XJBltzy~wLCfgnrJr5dCnbskqd~vuCd~MeSM26h87OySB-vB9WMZQ4FZNPOETOPO9nJmR9HyQq4Q7UsS2UT01mNXN67dNo8kCqOUjmrPST1vs67VyFPQ__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA; hdl:20.500.11880/32796

الاتاحة: http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-359979
https://doi.org/10.22028/D291-35997
https://doi.org/10.1093/nar/gkaa306

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10

Academic Journal

ClinOmicsTrailbc: a visual analytics tool for breast cancer treatment stratification

المؤلفون: Schneider, Lara, Kehl, Tim, Thedinga, Kristina, Grammes, Nadja Liddy, Backes, Christina, Mohr, Christopher, Schubert, Benjamin, Lenhof, Kerstin, Gerstner, Nico, Hartkopf, Andreas Daniel, Wallwiener, Markus, Kohlbacher, Oliver, Keller, Andreas, Meese, Eckart, Graf, Norbert, Lenhof, Hans-Peter

مصطلحات موضوعية: ddc:610

Relation: https://oup.silverchair-cdn.com/oup/backfile/Content_public/Journal/bioinformatics/35/24/10.1093_bioinformatics_btz302/1/btz302_supplementary_data.zip?Expires=1649755875&Signature=kpfBir-jhSCGvdF-GgDVbxaqG~5D9f9qwHZ33LUc4oLWvK~Ik-5M3WieRiQ9AVY-6XKhSVtm1VmqRiyrdKDSSlhSH~1b4bvvQK0MNlLdZkBvvcS4801V0Fa0U9uIup6rn2XOtUMLdFHCDXE4kbDjgH7ixmYBPKC~5MbSfzveCO2u2hGYI2~Hx8tEqGn5VT-vO4GkFCzcMFCDjtS6RRCbAHzyWihStTAQ0Q5Ixyjh69r1FpnLffhxcraujGXT~bUpYIt6fZLxLeFotLqqV4nMOek6szY02c2ST7rLsy7VU~3l4QGIILBnf4yyFClpqsB2~azZARybk6n8OVjQGungLg__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA; hdl:20.500.11880/32551

الاتاحة: http://nbn-resolving.org/urn:nbn:de:bsz:291--ds-356927
https://doi.org/10.22028/D291-35692
https://doi.org/10.1093/bioinformatics/btz302

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11

Academic Journal

ClinOmicsTrail^bc: a visual analytics tool for breast cancer treatment stratification.

المؤلفون: Schneider, Lara, Kehl, Tim, Thedinga, Kristina, Grammes, Nadja Liddy, Backes, Christina, Mohr, Christopher, Schubert, Benjamin, Lenhof, Kerstin, Gerstner, Nico, Hartkopf, Andreas Daniel, Wallwiener, Markus, Kohlbacher, Oliver, Keller, Andreas, Meese, Eckart, Graf, Norbert, Lenhof, Hans-Peter

المصدر: Bioinformatics; 12/15/2019, Vol. 35 Issue 24, p5171-5181, 11p

مصطلحات موضوعية: PHARMACOGENOMICS, VISUAL analytics, INTERNET servers, BREAST cancer, CANCER treatment, BREAST cancer research, BIOMARKERS, INDIVIDUALIZED medicine

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