On the importance of interpretable machine learning predictions to inform clinical decision making in oncology

por Lu, Sheng-Chieh, Swisher, Christine L., Chung, Caroline, Jaffray, David, Sidey-Gibbons, Chris
Publicado 2023

Sparsity-Based Pixel Super Resolution for Lens-Free Digital In-line Holography

por Song, Jun, Leon Swisher, Christine, Im, Hyungsoon, Jeong, Sangmoo, Pathania, Divya, Iwamoto, Yoshiko, Pivovarov, Misha, Weissleder, Ralph, Lee, Hakho
Publicado 2016

Ensuring fair, safe, and interpretable artificial intelligence-based prediction tools in a real-world oncological setting

por George, Renee, Ellis, Benjamin, West, Andrew, Graff, Alex, Weaver, Stephen, Abramowski, Michelle, Brown, Katelin, Kerr, Lauren, Lu, Sheng-Chieh, Swisher, Christine, Sidey-Gibbons, Chris
Publicado 2023

Profound Perturbation of the Metabolome in Obesity Is Associated with Health Risk

por Cirulli, Elizabeth T., Guo, Lining, Leon Swisher, Christine, Shah, Naisha, Huang, Lei, Napier, Lori A., Kirkness, Ewen F., Spector, Tim D., Caskey, C. Thomas, Thorens, Bernard, Venter, J. Craig, Telenti, Amalio
Publicado 2019

An unsupervised learning approach to identify novel signatures of health and disease from multimodal data

por Shomorony, Ilan, Cirulli, Elizabeth T., Huang, Lei, Napier, Lori A., Heister, Robyn R., Hicks, Michael, Cohen, Isaac V., Yu, Hung-Chun, Swisher, Christine Leon, Schenker-Ahmed, Natalie M., Li, Weizhong, Nelson, Karen E., Brar, Pamila, Kahn, Andrew M., Spector, Timothy D., Caskey, C. Thomas, Venter, J. Craig, Karow, David S., Kirkness, Ewen F., Shah, Naisha
Publicado 2020

Precision medicine integrating whole-genome sequencing, comprehensive metabolomics, and advanced imaging

por Hou, Ying-Chen Claire, Yu, Hung-Chun, Martin, Rick, Cirulli, Elizabeth T., Schenker-Ahmed, Natalie M., Hicks, Michael, Cohen, Isaac V., Jönsson, Thomas J., Heister, Robyn, Napier, Lori, Swisher, Christine Leon, Dominguez, Saints, Tang, Haibao, Li, Weizhong, Perkins, Bradley A., Barea, Jaime, Rybak, Christina, Smith, Emily, Duchicela, Keegan, Doney, Michael, Brar, Pamila, Hernandez, Nathaniel, Kirkness, Ewen F., Kahn, Andrew M., Venter, J. Craig, Karow, David S., Caskey, C. Thomas
Publicado 2020