Markus Lundgren

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 7

Top Topics

Cross Sectional

Visual Analytics

Mathematical Modeling

Observational Data

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Bum Chul Kwon, Vibha Anand, Kristen A. Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I. Frohnert, Markus Lundgren, Kenney Ng
DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways. IEEE Trans. Vis. Comput. Graph. 27 (9) (2021)
Zhiguo Li, Jorma Toppari, Markus Lundgren, Brigitte I. Frohnert, Peter Achenbach, Riitta Veijola, Vibha Anand
Imputing Longitudinal Growth Data in International Pediatric Studies: Does CDC Reference Suffice? AMIA (2021)
Ying Li, Bin Liu, Vibha Anand, Markus Lundgren, Kenney Ng, Marian Rewers, Riitta Veijola, Mohamed Ghalwash
Predicting Type 1 Diabetes Onset using Novel Survival Analysis with Biomarker Ontology. AMIA (2020)
Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand
Modeling Disease Progression Trajectories from Longitudinal Observational Data. AMIA (2020)
Mohamed Ghalwash, Vibha Anand, Kenney Ng, Jessica L. Dunne, Markus Lundgren, Marian Rewers, Riitta Veijola
Leveraging Longitudinal Autoantibody for Phenotyping of Progression Rates to Type 1 Diabetes. AMIA (2020)
Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand, the T1DI Study Group
Modeling Disease Progression Trajectories from Longitudinal Observational Data. CoRR (2020)
Bum Chul Kwon, Vibha Anand, Kristen A. Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I. Frohnert, Markus Lundgren, Kenney Ng
DPVis: Visual Exploration of Disease Progression Pathways. CoRR (2019)