// App-Quantinova.ai

: Elastic principal graphs for clinical trajectory analysis in COPD: a COPDGene study

Researchers

Presenter

  • Alexander Bell

Principal Investigators

  • Sundaresh Ram

  • Wassim Labaki

  • Susan Murray

  • Ella Kazerooni

  • Stefanie Galbán

  • Fernando Martinez

  • Charles Hatt

  • Evgeny Mirkes

  • Andrei Zinovyev

  • Alexander Gorban

  • Meilan Han

  • Craig Galbán

Medical Centers

  • Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, United States of America

  • School of Public Health University of Michigan Ann Arbor MI United States

  • Department of Radiology, University of Michigan, Ann Arbor, United States of America

  • Imbio LLC, Minneapolis, United States of America

  • Department of Biostatistics, Institut Curie, Paris, France

  • Division of Pulmonary and Critical Care Medicine, Weill Cornell Medical College, New York, NY, United States.

  • Department of Oncology, University of Leicester, Leicester, United Kingdom

Locations

  • United States

  • United Kingdom

  • France

Companies

  • N/A

Study Components

Therapeutic Area

  • Pulmonary/Respiratory Diseases

Disease

  • Chronic obstructive pulmonary disease

Biomarkers

  • N/A

Drug/Treatment

  • N/A

Outcome

  • N/A

Study Design

  • N/A

Phase

  • I

Study Id's

  • N/A

Sponsors

  • N/A

Result

  • N/A

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