A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization

por Chen, Ruidi, Paschalidis, Ioannis Ch.
Publicado 2018

Distributionally robust learning-to-rank under the Wasserstein metric

por Sotudian, Shahabeddin, Chen, Ruidi, Paschalidis, Ioannis Ch.
Publicado 2023

Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions

por Spiridonoff, Artin, Olshevsky, Alex, Paschalidis, Ioannis Ch.
Publicado 2020

The impact of payer status on hospital admissions: evidence from an academic medical center

por Zhao, Yanying, Paschalidis, Ioannis Ch., Hu, Jianqiang
Publicado 2021

Protein Docking by the Underestimation of Free Energy Funnels in the Space of Encounter Complexes

por Shen, Yang, Paschalidis, Ioannis Ch., Vakili, Pirooz, Vajda, Sandor
Publicado 2008

Heparin requirements for full anticoagulation are higher for patients on dabigatran than for those on warfarin – a model-based study

por Edrich, Thomas, Frendl, Gyorgy, Michaud, Gregory, Paschalidis, Ioannis Ch
Publicado 2015

Personalized Predictive Models for Symptomatic COVID-19 Patients Using Basic Preconditions: Hospitalizations, Mortality, and the Need for an ICU or Ventilator

por Wollenstein-Betech, Salomón, Cassandras, Christos G., Paschalidis, Ioannis Ch.
Publicado 2020

Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: Hospitalizations, mortality, and the need for an ICU or ventilator

por Wollenstein-Betech, Salomón, Cassandras, Christos G., Paschalidis, Ioannis Ch.
Publicado 2020

Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

por Bertsimas, Dimitris, Li, Michael Lingzhi, Paschalidis, Ioannis Ch., Wang, Taiyao
Publicado 2020

Mapping the landscape of metabolic goals of a cell

por Zhao, Qi, Stettner, Arion I., Reznik, Ed, Paschalidis, Ioannis Ch., Segrè, Daniel
Publicado 2016

Detection of unwarranted CT radiation exposure from patient and imaging protocol meta-data using regularized regression

por Chen, Ruidi, Paschalidis, Ioannis Ch., Hatabu, Hiroto, Valtchinov, Vladimir I., Siegelman, Jenifer
Publicado 2019

Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

por Xue, Chonghua, Karjadi, Cody, Paschalidis, Ioannis Ch., Au, Rhoda, Kolachalama, Vijaya B.
Publicado 2021

Personalized hypertension treatment recommendations by a data-driven model

por Hu, Yang, Huerta, Jasmine, Cordella, Nicholas, Mishuris, Rebecca G., Paschalidis, Ioannis Ch.
Publicado 2023

Learning from animals: How to Navigate Complex Terrains

por Zhu, Henghui, Liu, Hao, Ataei, Armin, Munk, Yonatan, Daniel, Thomas, Paschalidis, Ioannis Ch.
Publicado 2020

Predictive Models of Mortality for Hospitalized Patients With COVID-19: Retrospective Cohort Study

por Wang, Taiyao, Paschalidis, Aris, Liu, Quanying, Liu, Yingxia, Yuan, Ye, Paschalidis, Ioannis Ch
Publicado 2020

Informative predictors of pregnancy after first IVF cycle using eIVF practice highway electronic health records

por Xu, Tingting, de Figueiredo Veiga, Alexis, Hammer, Karissa C., Paschalidis, Ioannis Ch., Mahalingaiah, Shruthi
Publicado 2022

Improved prediction of MHC-peptide binding using protein language models

por Hashemi, Nasser, Hao, Boran, Ignatov, Mikhail, Paschalidis, Ioannis Ch., Vakili, Pirooz, Vajda, Sandor, Kozakov, Dima
Publicado 2023

Fusion of Low-Level Descriptors of Digital Voice Recordings for Dementia Assessment

por Karjadi, Cody, Xue, Chonghua, Cordella, Claire, Kiran, Swathi, Paschalidis, Ioannis Ch., Au, Rhoda, Kolachalama, Vijaya B.
Publicado 2023

Physiological and socioeconomic characteristics predict COVID-19 mortality and resource utilization in Brazil

por Wollenstein-Betech, Salomón, Silva, Amanda A. B., Fleck, Julia L., Cassandras, Christos G., Paschalidis, Ioannis Ch.
Publicado 2020

Efficient Maintenance and Update of Nonbonded Lists in Macromolecular Simulations

por Chowdhury, Rezaul, Beglov, Dmitri, Moghadasi, Mohammad, Paschalidis, Ioannis Ch., Vakili, Pirooz, Vajda, Sandor, Bajaj, Chandrajit, Kozakov, Dima
Publicado 2014