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Mixed Effects Machine Learning Models for Colon Cancer Metastasis Prediction using Spatially Localized Immuno-Oncology Markers
View ORCID ProfileJoshua J. Levy, View ORCID ProfileCarly A. Bobak, View ORCID ProfileMustafa Nasir-Moin, Eren M. Veziroglu, Scott M. Palisoul, Rachael E. Barney, View ORCID ProfileLucas A. Salas, View ORCID ProfileBrock C. Christensen, Gregory J. Tsongalis, Louis J. Vaickus
doi: https://doi.org/10.1101/2021.08.01.454649
Joshua J. Levy
1Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth Lebanon, NH 03756, USA
Carly A. Bobak
1Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth Lebanon, NH 03756, USA
Mustafa Nasir-Moin
2EDIT, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center Lebanon, NH 03756, USA
Eren M. Veziroglu
2EDIT, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center Lebanon, NH 03756, USA
Scott M. Palisoul
2EDIT, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center Lebanon, NH 03756, USA
Rachael E. Barney
2EDIT, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center Lebanon, NH 03756, USA
Lucas A. Salas
3Department of Epidemiology, Geisel School of Medicine at Dartmouth Lebanon, NH 03756, USA
Brock C. Christensen
3Department of Epidemiology, Geisel School of Medicine at Dartmouth Lebanon, NH 03756, USA
Gregory J. Tsongalis
2EDIT, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center Lebanon, NH 03756, USA
Louis J. Vaickus
2EDIT, Department of Pathology and Laboratory Medicine, Dartmouth Hitchcock Medical Center Lebanon, NH 03756, USA
Posted September 29, 2021.
Mixed Effects Machine Learning Models for Colon Cancer Metastasis Prediction using Spatially Localized Immuno-Oncology Markers
Joshua J. Levy, Carly A. Bobak, Mustafa Nasir-Moin, Eren M. Veziroglu, Scott M. Palisoul, Rachael E. Barney, Lucas A. Salas, Brock C. Christensen, Gregory J. Tsongalis, Louis J. Vaickus
bioRxiv 2021.08.01.454649; doi: https://doi.org/10.1101/2021.08.01.454649
Mixed Effects Machine Learning Models for Colon Cancer Metastasis Prediction using Spatially Localized Immuno-Oncology Markers
Joshua J. Levy, Carly A. Bobak, Mustafa Nasir-Moin, Eren M. Veziroglu, Scott M. Palisoul, Rachael E. Barney, Lucas A. Salas, Brock C. Christensen, Gregory J. Tsongalis, Louis J. Vaickus
bioRxiv 2021.08.01.454649; doi: https://doi.org/10.1101/2021.08.01.454649
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