A Neural Network Approach for Understanding Patient Experiences of Chronic Obstructive Pulmonary Disease (COPD): Retrospective, Cross-sectional Study of Social Media Content
A Neural Network Approach for Understanding Patient Experiences of Chronic Obstructive Pulmonary Disease (COPD): Retrospective, Cross-sectional Study of Social Media Content
Tobe Che Benjamin Freeman
1, 2
, BSc, DPhil ;
Raul Rodriguez-Esteban
1
, PhD ;
Juergen Gottowik
1
, PhD ;
Xing Yang
3
, PhD ;
Veit Johannes Erpenbeck
4
, MD ;
Mathias Leddin
1
, PhD
1
Roche Pharma Research and Early Development, Pharma Research and Early Development Informatics, Roche Innovation Center Basel, F. Hoffmann–La Roche Ltd, Basel, Switzerland
2
wordup development AG, CH-8006, Zurich, Switzerland
3
Roche Pharma Research and Early Development, Pharma Research and Early Development Informatics, Roche Innovation Center Little Falls, F. Hoffmann–La Roche Ltd, Little Falls, NJ, United States
4
Roche Pharma Research and Early Development, Immunology, Infectious Diseases and Ophthalmology Discovery and Translational Area, Roche innovation Center Basel, F. Hoffmann–La Roche Ltd, Basel, Switzerland
Corresponding Author:
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Tobe Che Benjamin Freeman, BSc, DPhil
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Roche Pharma Research and Early Development
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Pharma Research and Early Development Informatics
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Roche Innovation Center Basel, F. Hoffmann–La Roche Ltd
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Grenzacherstrasse 124
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Basel, CH-4070
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Switzerland
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Phone:
41 793778595
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Email: tobefreeman@gmail.com