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Roder, Joanna
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1

Molecular and translational biology of the blood-based Veri..:

Koc, Matthew A. ; Wiles, Timothy Aaron ; Weinhold, Daniel C....
Journal of Mass Spectrometry and Advances in the Clinical Lab.  30 (2023)  - p. 51-60 , 2023
Link: https://doi.org/10.1016/..
 
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2

Exact Shapley values for local and model-true explanations ..:

Campbell, Thomas W. ; Roder, Heinrich ; Georgantas III, Robert W..
Machine Learning with Applications.  9 (2022)  - p. 100345 , 2022
Link: https://doi.org/10.1016/..
 
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3

Semi-Quantitative MALDI Measurements of Blood-Based Samples..:

Koc, Matthew A. ; Asmellash, Senait ; Norman, Patrick...
Molecules.  27 (2022)  3 - p. 997 , 2022
Link: https://doi.org/10.3390/..
 
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4

Predicting prognosis in COVID-19 patients using machine lea..:

Campbell, Thomas W. ; Wilson, Melissa P. ; Roder, Heinrich...
International Journal of Medical Informatics.  155 (2021)  - p. 104594 , 2021
Link: https://doi.org/10.1016/..
 
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5

Detection of Hepatocellular Carcinoma in a High-Risk Popula..:

Mahalingam, Devalingam ; Chelis, Leonidas ; Nizamuddin, Imran...
Cancers.  13 (2021)  13 - p. 3109 , 2021
Link: https://doi.org/10.3390/..
 
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6

A Phase 2 Randomized Placebo-Controlled Adjuvant Trial of G..:

Muscarella, Peter ; Bekaii-Saab, Tanios ; McIntyre, Kristi...
Journal of Pancreatic Cancer.  7 (2021)  1 - p. 8-19 , 2021
Link: https://doi.org/10.1089/..
 
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7

Explaining multivariate molecular diagnostic tests via Shap..:

Roder, Joanna ; Maguire, Laura ; Georgantas III, Robert.
BMC Medical Informatics and Decision Making.  21 (2021)  1 - p. , 2021
Link: https://doi.org/10.1186/..
 
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8

Definition and Independent Validation of a Proteomic-Classi..:

Kasimir-Bauer, Sabine ; Roder, Joanna ; Obermayr, Eva...
Cancers.  12 (2020)  9 - p. 2519 , 2020
Link: https://doi.org/10.3390/..
 
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9

A proposal for score assignment to characterize biological ..:

Roder, Joanna ; Net, Lelia ; Oliveira, Carlos...
Clinical Mass Spectrometry.  18 (2020)  - p. 13-26 , 2020
Link: https://doi.org/10.1016/..
 
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10

Application of protein set enrichment analysis to correlati..:

Grigorieva, Julia ; Asmellash, Senait ; Oliveira, Carlos...
Clinical Mass Spectrometry.  15 (2020)  - p. 44-53 , 2020
Link: https://doi.org/10.1016/..
 
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11

Mass Spectrometry-Based Multivariate Proteomic Tests for Pr..:

Grigorieva, Julia ; Asmellash, Senait ; Net, Lelia...
International Journal of Molecular Sciences.  21 (2020)  3 - p. 838 , 2020
Link: https://doi.org/10.3390/..
 
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12

Robust identification of molecular phenotypes using semi-su..:

Roder, Heinrich ; Oliveira, Carlos ; Net, Lelia...
BMC Bioinformatics.  20 (2019)  1 - p. , 2019
Link: https://doi.org/10.1186/..
 
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13

Proteomic test for anti-PD-1 checkpoint blockade treatment ..:

Ascierto, Paolo A. ; Capone, Mariaelena ; Grimaldi, Antonio M....
Journal for ImmunoTherapy of Cancer.  7 (2019)  1 - p. , 2019
Link: https://doi.org/10.1186/..
 
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14

A dropout-regularized classifier development approach optim..:

Roder, Joanna ; Oliveira, Carlos ; Net, Lelia...
BMC Bioinformatics.  20 (2019)  1 - p. , 2019
Link: https://doi.org/10.1186/..
 
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15

Improving the power of gene set enrichment analyses:

Roder, Joanna ; Linstid, Benjamin ; Oliveira, Carlos
BMC Bioinformatics.  20 (2019)  1 - p. , 2019
Link: https://doi.org/10.1186/..
 
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