Information Bottleneck for Estimating Treatment Effects with Systematically Missing Covariates

por Parbhoo, Sonali, Wieser, Mario, Wieczorek, Aleksander, Roth, Volker
Publicado 2020

Combining Kernel and Model Based Learning for HIV Therapy Selection

por Parbhoo, Sonali, Bogojeska, Jasmina, Zazzi, Maurizio, Roth, Volker, Doshi-Velez, Finale
Publicado 2017

Operationalising fairness in medical algorithms

por Parbhoo, Sonali, Wawira Gichoya, Judy, Celi, Leo Anthony, de la Hoz, Miguel Ángel Armengol
Publicado 2022

Real-time prediction of COVID-19 related mortality using electronic health records

por Schwab, Patrick, Mehrjou, Arash, Parbhoo, Sonali, Celi, Leo Anthony, Hetzel, Jürgen, Hofer, Markus, Schölkopf, Bernhard, Bauer, Stefan
Publicado 2021

Improving counterfactual reasoning with kernelised dynamic mixing models

por Parbhoo, Sonali, Gottesman, Omer, Ross, Andrew Slavin, Komorowski, Matthieu, Faisal, Aldo, Bon, Isabella, Roth, Volker, Doshi-Velez, Finale
Publicado 2018

Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART

por Bachmann, Nadine, von Siebenthal, Chantal, Vongrad, Valentina, Turk, Teja, Neumann, Kathrin, Beerenwinkel, Niko, Bogojeska, Jasmina, Fellay, Jaques, Roth, Volker, Kok, Yik Lim, Thorball, Christian W., Borghesi, Alessandro, Parbhoo, Sonali, Wieser, Mario, Böni, Jürg, Perreau, Matthieu, Klimkait, Thomas, Yerly, Sabine, Battegay, Manuel, Rauch, Andri, Hoffmann, Matthias, Bernasconi, Enos, Cavassini, Matthias, Kouyos, Roger D., Günthard, Huldrych F., Metzner, Karin J.
Publicado 2019