• A simple algorithm for the identification of clinical COPD phenotypes 

      Burgel, Pierre-Régis; Paillasseur, Jean-Louis; Janssens, Wim; Piquet, Jacques; Ter Riet, Gerben; Garcia-Aymerich, Judith; Cosio, Borja; Bakke, Per S.; Puhan, Milo A.; Langhammer, Arnulf; Alfageme, Inmaculada; Almagro, Pere; Ancochea, Julio; Celli, Bartolomé R.; Casanova, Ciro; de-Torres, Juan P.; Decramer, Marc; Echazarreta, Andrés; Esteban, Cristobal; Punter, Rosa Mar Gomez; Han, Meilan K.; Johannessen, Ane; Kaiser, Bernhard; Lamprecht, Bernd; Lange, Peter; Leivseth, Linda; Marin, Jose M.; Martin, Francis; Martinez-Camblor, Pablo; Miravitlles, Marc; Oga, Toru; Ramírez, Ana Sofia; Sin, Don D.; Sobradillo, Patricia; Soler-Cataluña, Juan J.; Turner, Alice M.; Rivera, Francisco Javier Verdu; Soriano, Joan B.; Roche, Nicolas (Journal article; Peer reviewed, 2017)
      This study aimed to identify simple rules for allocating chronic obstructive pulmonary disease (COPD) patients to clinical phenotypes identified by cluster analyses. Data from 2409 COPD patients of French/Belgian COPD ...
    • Assessing real-world gait with digital technology? Validation, insights and recommendations from the Mobilise-D consortium 

      Micó-Amigo, M. Encarna; Bonci, Tecla; Paraschiv-Ionescu, Anisoara; Ullrich, Martin; Kirk, Cameron; Soltani, Abolfazl; Küderle, Arne; Gazit, Eran; Salis, Francesca; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Bertuletti, Stefano; Brown, Philip; Buckley, Ellen; Cantu, Alma; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Cereatti, Andrea; Chiari, Lorenzo; D’Ascanio, Ilaria; Eskofier, Bjoern; Fernstad, Sara; Froehlich, Marcel; Garcia-Aymerich, Judith; Hansen, Clint; Hausdorff, Jeffrey M.; Hiden, Hugo; Hume, Emily; Keogh, Alison; Kluge, Felix; Koch, Sarah; Maetzler, Walter; Megaritis, Dimitrios; Mueller, Arne; Niessen, Martijn; Palmerini, Luca; Schwickert, Lars; Scott, Kirsty; Sharrack, Basil; Sillén, Henrik; Singleton, David; Vereijken, Beatrix; Vogiatzis, Ioannis; Yarnall, Alison J.; Rochester, Lynn; Mazzà, Claudia; Del Din, Silvia (Peer reviewed; Journal article, 2023)
      Background Although digital mobility outcomes (DMOs) can be readily calculated from real-world data collected with wearable devices and ad-hoc algorithms, technical validation is still required. The aim of this paper ...
    • Connecting real-world digital mobility assessment to clinical outcomes for regulatory and clinical endorsement–the Mobilise-D study protocol 

      Mikolaizak, A. Stefanie; Rochester, Lynn; Maetzler, Walter; Sharrack, Basil; Demeyer, Heleen; Mazzà, Claudia; Caulfield, Brian; Garcia-Aymerich, Judith; Vereijken, Beatrix; Arnera, Valdo; Miller, Ram; Piraino, Paolo; Ammour, Nadir; Gordon, Mark Forrest; Troosters, Thierry; Yarnall, Alison J.; Alcock, Lisa; Gaßner, Heiko; Winkler, Jürgen; Klucken, Jochen; Schlenstedt, Christian; Watz, Henrik; Kirsten, Anne-Marie; Vogiatzis, Ioannis; Chynkiamis, Nikolaos; Hume, Emily; Megaritis, Dimitrios; Nieuwboer, Alice; Ginis, Pieter; Buckley, Ellen; Brittain, Gavin; Comi, Giancarlo; Leocani, Letizia; Helbostad, Jorunn L.; Johnsen, Lars Gunnar; Taraldsen, Kristin; Blain, Hubert; Driss, Valérie; Frei, Anja; Puhan, Milo A.; Polhemus, Ashley; de Basea, Magda Bosch; Gimeno, Elena; Hopkinson, Nicholas S.; Buttery, Sara C.; Hausdorff, Jeffrey M.; Mirelman, Anat; Evers, Jordi; Neatrour, Isabel; Singleton, David; Schwickert, Lars; Becker, Clemens; Jansen, Carl-Philipp (Peer reviewed; Journal article, 2022)
      Background The development of optimal strategies to treat impaired mobility related to ageing and chronic disease requires better ways to detect and measure it. Digital health technology, including body worn sensors, ...
    • Design and validation of a multi-task, multi-context protocol for real-world gait simulation 

      Scott, Kirsty; Bonci, Tecla; Salis, Francesca; Alcock, Lisa; Buckley, Ellen; Gazit, Eran; Hansen, Clint; Schwickert, Lars; Aminian, Kamiar; Bertuletti, Stefano; Caruso, Marco; Chiari, Lorenzo; Sharrack, Basil; Maetzler, Walter; Becker, Clemens; Hausdorff, Jeffrey M.; Vogiatzis, Ioannis; Brown, Philip; Del Din, Silvia; Eskofier, Björn; Paraschiv-Ionescu, Anisoara; Keogh, Alison; Kirk, Cameron; Kluge, Felix; Micó-Amigo, Encarna M.; Mueller, Arne; Neatrour, Isabel; Niessen, Martijn; Palmerini, Luca; Sillen, Henrik; Singleton, David; Ullrich, Martin; Vereijken, Beatrix; Froehlich, Marcel; Brittain, Gavin; Caulfield, Brian; Koch, Sarah; Carsin, Anne-Elie; Garcia-Aymerich, Judith; Kuederle, Arne; Yarnall, Alison; Rochester, Lynn; Cereatti, Andrea; Mazzà, Claudia (Peer reviewed; Journal article, 2022)
      Background Measuring mobility in daily life entails dealing with confounding factors arising from multiple sources, including pathological characteristics, patient specific walking strategies, environment/context, and ...
    • External Validation and Recalculation of the CODEX Index in COPD Patients. A 3CIAplus Cohort Study 

      Almagro, Pere; Martínez-Camblor, Pablo; Miravitlles, Marc; Rodríguez-Carballeira, Mónica; Navarro, Annie; Lamprecht, Bernd; Luna, Ana S. Ramirez-Garcia; Kaiser, Bernhard; Alfageme, Inmaculada; Casanova, Ciro; Esteban, Cristobal; Soler-Cataluña, Juan J.; de-Torres, Juan P.; Celli, Bartolome R.; Marin, Jose M.; ter Riet, Gerben; Sobradillo, Patricia; Lange, Peter; Garcia-Aymerich, Judith; Anto, Josep M.; Turner, Alice M.; Han, Meilan K.; Langhammer, Arnulf; Sternberg, Alice; Leivseth, Linda; Bakke, Per S.; Johannessen, Ane; Oga, Toru; Cosío, Borja; Ancochea, Julio; Echazarreta, Andres; Roche, Nicolas; Burgel, Pierre-Régis; Sin, Don D.; Puhan, Milo A.; Soriano, Joan B. (Peer reviewed; Journal article, 2019)
      The CODEX index was developed and validated in patients hospitalized for COPD exacerbation to predict the risk of death and readmission within one year after discharge. Our study aimed to validate the CODEX index in a large ...
    • Integrated care services: lessons learned from the deployment of the NEXES project 

      Hernández, Carme; Alonso, Albert; Garcia-Aymerich, Judith; Grimsmo, Anders; Vontetsianos, Theodore; Cuyàs, Francesc Garcia; Altes, Anna Garcia; Vogiatzis, Ioannis; Garåsen, Helge; Pellise, Laura; Wienhofen, Leendert Wilhelmus Marinus; Cano, Isaac; Meya, Montserrat; Moharra, Montserrat; Martinez, Joan Ignasi; Escarrabill, Juan; Roca, Josep (Journal article; Peer reviewed, 2015)
      Objectives: To identify barriers to deployment of four articulated Integrated Care Services supported by Information Technologies in three European sites. The four services covered the entire spectrum of severity of illness. ...
    • Laboratory and free-living gait performance in adults with COPD and healthy controls 

      Buekers, Joren; Megaritis, Dimitrios; Koch, Sarah; Alcock, Lisa; Ammour, Nadir; Becker, Clemens; Bertuletti, Stefano; Bonci, Tecla; Brown, Philip; Buckley, Ellen; Buttery, Sara C.; Caulfied, Brian; Cereatti, Andrea; Chynkiamis, Nikolaos; Demeyer, Heleen; Echevarria, Carlos; Frei, Anja; Hansen, Clint; Hausdorff, Jeffrey M.; Hopkinson, Nicholas S.; Hume, Emily; Kuederle, Arne; Maetzler, Walter; Mazzà, Claudia; Micó-Amigo, Encarna M.; Mueller, Arne; Palmerini, Luca; Salis, Francesca; Scott, Kirsty; Troosters, Thierry; Vereijken, Beatrix; Watz, Henrik; Rochester, Lynn; Din, Silvia Del; Vogiatzis, Ioannis; Garcia-Aymerich, Judith (Peer reviewed; Journal article, 2023)
      Background Gait characteristics are important risk factors for falls, hospitalisations and mortality in older adults, but the impact of COPD on gait performance remains unclear. We aimed to identify differences in gait ...
    • Large-scale external validation and comparison of prognostic models: An application to chronic obstructive pulmonary disease 

      Guerra, Beniamino; Haile, Sarah R.; Lamprecht, Bernd; Ramírez, Ana S.; Martinez-Camblor, Pablo; Kaiser, Bernhard; Alfageme, Inmaculada; Almagro, Pere; Casanova, Ciro; Esteban-González, Cristóbal; Soler-Cataluña, Juan J.; de-Torres, Juan P.; Miravitlles, Marc; Celli, Bartolomé R.; Marin, Jose M.; ter Riet, Gerben; Sobradillo, Patricia; Lange, Peter; Garcia-Aymerich, Judith; Antó, Jósep Maria; Turner, Alice M.; Han, Meilan K.; Langhammer, Arnulf; Leivseth, Linda; Bakke, Per S.; Johannessen, Ane; Oga, Toru; Cosio, Borja; Ancochea-Bermúdez, Julio; Echazarreta, Andrés; Roche, Nicolas; Burgel, Pierre-Régis; Sin, Don D.; Soriano, Joan B.; Puhan, Milo A. (Journal article; Peer reviewed, 2018)
      Background External validations and comparisons of prognostic models or scores are a prerequisite for their use in routine clinical care but are lacking in most medical fields including chronic obstructive pulmonary disease ...
    • A multi-sensor wearable system for the assessment of diseased gait in real-world conditions 

      Salis, Francesca; Bertuletti, Stefano; Bonci, Tecla; Caruso, Marco; Scott, Kirsty; Alcock, Lisa; Buckley, Ellen; Gazit, Eran; Hansen, Clint; Schwickert, Lars; Aminian, Kamiar; Becker, Clemens; Brown, Philip; Carsin, Anne-Elie; Caulfield, Brian; Chiari, Lorenzo; D’Ascanio, Ilaria; Del Din, Silvia; Eskofier, Bjoern M.; Garcia-Aymerich, Judith; Hausdorff, Jeffrey M.; Hume, Emily C.; Kirk, Cameron; Kluge, Felix; Koch, Sarah; Kuederle, Arne; Maetzler, Walter; Micó-Amigo, Encarna M.; Mueller, Arne; Neatrour, Isabel; Paraschiv-Ionescu, Anisoara; Palmerini, Luca; Yarnall, Alison J.; Rochester, Lynn; Sharrack, Basil; Singleton, David; Vereijken, Beatrix; Vogiatzis, Ioannis; Della Croce, Ugo; Mazzà, Claudia; Cereatti, Andrea (Peer reviewed; Journal article, 2023)
      Introduction: Accurately assessing people’s gait, especially in real-world conditions and in case of impaired mobility, is still a challenge due to intrinsic and extrinsic factors resulting in gait complexity. To improve ...
    • On the use of wearable sensors as mobility biomarkers in the marketing authorization of new drugs: A regulatory perspective 

      Viceconti, Marco; Tome, M.; Dartee, Wim P; Knezevic, I.; Hernandez Penna, S.; Mazzà, Claudia; Caulfield, Brian; Garcia-Aymerich, Judith; Becker, Clemens; Maetzler, Walter; Troosters, Thierry; Sharrack, Basil; Davico, Giorgio; Corriol-Rohou, Solange; Rochester, Lynn; Mobilise-D, Consortium; Vereijken, Beatrix (Peer reviewed; Journal article, 2022)
      The loss of mobility is a common trait in multiple health conditions (e.g., Parkinson's disease) and is associated with reduced quality of life. In this context, being able to monitor mobility in the real world, is important. ...
    • A Roadmap to Inform Development, Validation and Approval of Digital Mobility Outcomes: The Mobilise-D Approach 

      Rochester, Lynn; Mazza, Claudia; Mueller, Arne; Caulfield, Brian; McCarthy, Marie; Becker, Clemens; Miller, Ram; Piraino, Paolo; Viceconti, Marco; Dartee, Wim P; Garcia-Aymerich, Judith; Aydemir, Aida A; Vereijken, Beatrix; Arnera, Valdo; Ammour, Nadir; Jackson, Michael; Hache, Tilo; Roubenoff, Ronenn (Journal article, 2020)
      Helsevesenet har måttet tilpasse seg raskt til COVID-19, og dette har igjen understreket et presserende behov for verktøy for å lette fjernbesøk og overvåking. Digital helseteknologi, inkludert kroppsbrukte enheter, tilbyr ...
    • Spirometric phenotypes from early childhood to young adulthood: a Chronic Airway Disease Early Stratification study 

      Wang, Gang; Hallberg, Jenny; Charalampopoulos, Dimitrios; Sanahuja, Maribel Casas; Breyer-Kohansal, Robab; Langhammer, Arnulf; Granell, Raquel; Vonk, Judith M.; Mian, Annemiek; Olvera, Núria; Laustsen, Lisbeth Mølgaard; Rönmark, Eva; Abellan, Alicia; Agusti, Alvar; Arshad, Syed Hasan; Bergström, Anna; Boezen, H. Marike; Breyer, Marie-Kathrin; Burghuber, Otto; Bolund, Anneli Clea; Custovic, Adnan; Devereux, Graham; Donaldson, Gavin C.; Duijts, Liesbeth; Esplugues, Ana; Faner, Rosa; Ballester, Ferran; Garcia-Aymerich, Judith; Gehring, Ulrike; Haider, Sadia; Hartl, Sylvia; Backman, Helena; Holloway, John W.; Koppelman, Gerard H.; Lertxundi, Aitana; Holmen, Turid Lingaas; Lowe, Lesley; Mensink-Bout, Sara M.; Murray, Clare S.; Roberts, Graham; Hedman, Linnea; Schlünssen, Vivi; Sigsgaard, Torben; Simpson, Angela; Sunyer, Jordi; Torrent, Maties; Turner, Stephen; Van den Berge, Maarten; Vermeulen, Roel; Vikjord, Sigrid Anna Aalberg; Wedzicha, Jadwiga A.; van der Zee, Anke H. Maitland; Melén, Erik (Peer reviewed; Journal article, 2021)
      Background The prevalences of obstructive and restrictive spirometric phenotypes, and their relation to early-life risk factors from childhood to young adulthood remain poorly understood. The aim was to explore these ...
    • Technical validation of real-world monitoring of gait: A multicentric observational study 

      Mazzà, Claudia; Alcock, Lisa; Aminian, Kamiar; Becker, Clemens; Bertuletti, Stefano; Bonci, Tecla; Brown, Philip; Brozgol, Marina; Buckley, Ellen; Carsin, Anne-Elie; Caruso, Marco; Caulfield, Brian; Cereatti, Andrea; Chiari, Lorenzo; Chynkiamis, Nikolaos; Ciravegna, Fabio; Del Din, Silvia; Eskofier, Bjoern M.; Evers, Jordi; Garcia-Aymerich, Judith; Gazit, Eran; Hansen, Clint; Hausdorff, Jeffrey M.; Helbostad, Jorunn L.; Hiden, Hugo; Hume, Emily; Paraschiv-Ionescu, Anisoara; Ireson, Neil; Keogh, Alison; Kirk, Cameron; Kluge, Felix; Koch, Sarah; Küderle, Arne; Lanfranchi, Vitaveska; Maetzler, Walter; Micó-Amigo, M Encarna; Mueller, Arne; Neatrour, Isabel; Niessen, Martijn; Palmerini, Luca; Pluimgraaff, Lucas; Reggi, Luca; Salis, Francesca; Schwickert, Lars; Scott, Kirsty; Sharrack, Basil; Sillen, Henrik; Singleton, David; Soltani, Abolfazi; Taraldsen, Kristin; Ullrich, Martin; Van Gelder, Linda; Vereijken, Beatrix; Vogiatzis, Ioannis; Warmerdam, Elke; Yarnall, Alison; Rochester, Lynn (Journal article; Peer reviewed, 2021)
    • Walking on common ground: a cross-disciplinary scoping review on the clinical utility of digital mobility outcomes 

      Polhemus, Ashley; Ortiz, Laura Delgado; Brittain, Gavin; Chynkiamis, Nikolaos; Salis, Francesca; Gassner, Heiko; Gross, Michaela; Kirk, Cameron; Rossanigo, Rachele; Taraldsen, Kristin; Balta, Diletta; Breuls, Sofie; Buttery, Sara; Cardenas, Gabriela; Endress, Christoph; Gugenhan, Julia; Keogh, Alison; Kluge, Felix; Koch, Sarah; Micó-Amigo, M. Encarna; Nerz, Corinna; Sieber, Chloé; Williams, Parris; Bergquist, Ronny; de Basea, Magda Bosch; Buckley, Ellen; Hansen, Clint; Mikolaizak, A. Stefanie; Schwickert, Lars; Scott, Kirsty; Stallforth, Sabine; van Uem, Janet; Vereijken, Beatrix; Cereatti, Andrea; Demeyer, Heleen; Hopkinson, Nicholas S.; Maetzler, Walter; Troosters, Thierry; Vogiatzis, Ioannis; Yarnall, Alison; Becker, Clemens; Garcia-Aymerich, Judith; Leocani, Letizia; Mazzà, Claudia; Rochester, Lynn; Sharrack, Basil; Frei, Anja; Puhan, Milo A. (Journal article; Peer reviewed, 2021)
      Physical mobility is essential to health, and patients often rate it as a high-priority clinical outcome. Digital mobility outcomes (DMOs), such as real-world gait speed or step count, show promise as clinical measures in ...