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1
Development and validation of a serum proteomic test for predicting patient outcomes in advanced non-small cell lung cancer treated with atezolizumab or docetaxel

von Joanna Roder ; Heinrich Roder ; Senait Asmellash ; et al.

Journal for ImmunoTherapy of Cancer, Vol 13, Iss 5 (2025)

Schlagworte: Neoplasms. Tumors. Oncology. Including cancer and carcinogens; RC254-282
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2
28 Predictions of outcomes and benefit of immune checkpoint inhibitor treatment in NSCLC require information on both tumor and host biology

von Joanna Roder ; Heinrich Roder ; Senait Asmellash ; et al.

Journal for ImmunoTherapy of Cancer, Vol 9, Iss Suppl 2 (2021)

Schlagworte: Neoplasms. Tumors. Oncology. Including cancer and carcinogens; RC254-282
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3
831 Exact Shapley values for explaining complex machine learning based molecular tests of checkpoint inhibitors: potential utility for patients, physicians, and translational research

von Joanna Roder ; Heinrich Roder ; Minu Srivastava ; et al.

Journal for ImmunoTherapy of Cancer, Vol 9, Iss Suppl 2 (2021)

Schlagworte: Neoplasms. Tumors. Oncology. Including cancer and carcinogens; RC254-282
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4
26 Validation of the Primary Immune Response (PIR) test in advanced non-small cell lung cancer (NSCLC): blinded retrospective analyses from the POPLAR and OAK trials

von Joanna Roder ; Heinrich Roder ; Senait Asmellash ; et al.

Journal for ImmunoTherapy of Cancer, Vol 9, Iss Suppl 2 (2021)

Schlagworte: Neoplasms. Tumors. Oncology. Including cancer and carcinogens; RC254-282
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5
A dropout-regularized classifier development approach optimized for precision medicine test discovery from omics data

von Joanna Roder ; Carlos Oliveira ; Lelia Net ; et al.

BMC Bioinformatics, Vol 20, Iss 1, Pp 1-14 (2019)

Schlagworte: Machine Learning; Molecular diagnostics; Regularization; Boosting; Ensemble average; Computer applications to medicine. Medical informatics; R858-859.7; Biology (General); QH301-705.5
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6
Robust identification of molecular phenotypes using semi-supervised learning

von Heinrich Roder ; Carlos Oliveira ; Lelia Net ; et al.

BMC Bioinformatics, Vol 20, Iss 1, Pp 1-25 (2019)

Schlagworte: Machine learning; Clustering; Molecular phenotype; Semi-supervised learning; Computer applications to medicine. Medical informatics; R858-859.7; Biology (General); QH301-705.5
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7
A proposal for score assignment to characterize biological processes from mass spectral analysis of serum

von Roder, Joanna ; Net, Lelia ; Oliveira, Carlos ; et al.

In Clinical Mass Spectrometry November 2020 18:13-26
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8
Application of protein set enrichment analysis to correlation of protein functional sets with mass spectral features and multivariate proteomic tests

von Grigorieva, Julia ; Asmellash, Senait ; Oliveira, Carlos ; et al.

In Clinical Mass Spectrometry January 2020 15:44-53
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9
Mass Spectrometry-Based Multivariate Proteomic Tests for Prediction of Outcomes on Immune Checkpoint Blockade Therapy: The Modern Analytical Approach

von Julia Grigorieva ; Senait Asmellash ; Lelia Net ; et al.

International Journal of Molecular Sciences, Vol 21, Iss 3, p 838 (2020)

Schlagworte: biomarkers; immune checkpoint inhibitors; multivariate tests; circulating proteome; mass spectrometry; Biology (General); QH301-705.5; Chemistry; QD1-999
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10
Definition and Independent Validation of a Proteomic-Classifier in Ovarian Cancer

von Kasimir-Bauer, Sabine ; Roder, Joanna ; Obermayr, Eva ; et al.

ISSN:2072-6694 ; Cancers, vol. 12 (9), Art.No. ARTN 2519.

Schlagworte: Science & Technology; Life Sciences & Biomedicine; Oncology; ovarian cancer; proteomics; mass spectrometry; survival; MULTIVARIATE INDEX ASSAY; MASS-SPECTROMETRY; BIOMARKER; ERLOTINIB; MULTICENTER; SIGNATURE; DISCOVERY; DISEASE; 1112 Oncology and Carcinogenesis; 3211 Oncology and carcinogenesis
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11
Stable water isotopes and accumulation rates in the Union Glacier region, Ellsworth Mountains, West Antarctica, over the last 35 years

von Hoffmann, k ; Fernandoy, Francisco ; Meyer, Hanno ; et al.

Schlagworte: air temperature; hydrogen isotope; meteorology; sea ice; snow accumulation; snow cover; stable isotope
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12
A dropout-regularized classifier development approach optimized for precision medicine test discovery from omics data

von Roder, Joanna ; Oliveira, Carlos ; Net, Lelia ; et al.

Schlagworte: Methodology Article; demo; psy
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13
Polarization Observables in Double Pion Photo-Production with Circularly Polarized Photons off Transversely Polarized Protons

von Net, Lelia Aneta

Theses and Dissertations

Schlagworte: Double Pion Photo-Production; Circularly Polarized; Transversely Polarized; Physical Sciences and Mathematics; Physics
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14
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15
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