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The Real-World Data Challenges Radar: A Review on the Challenges and Risks regarding the Use of Real-World Data

JOURNAL ARTICLE published 24 June 2021 in Digital Biomarkers

Authors: Frank Grimberg | Petra Maria Asprion | Bettina Schneider | Enkelejda Miho | Lmar Babrak | Ali Habbabeh

https://doi.org/10.1159/000516178 Actions

Automatic Identification of Upper Extremity Rehabilitation Exercise Type and Dose Using Body-Worn Sensors and Machine Learning: A Pilot Study

JOURNAL ARTICLE published 2 July 2021 in Digital Biomarkers

Authors: Noah Balestra | Gaurav Sharma | Linda M. Riek | Ania Busza

https://doi.org/10.1159/000516619 Actions

Erratum

JOURNAL ARTICLE published 25 November 2021 in Digital Biomarkers

https://doi.org/10.1159/000520738 Actions

The Role of Digital Navigators in Promoting Clinical Care and Technology Integration into Practice

JOURNAL ARTICLE published 26 November 2020 in Digital Biomarkers

Authors: Hannah Wisniewski | Tristan Gorrindo  | Natali Rauseo-Ricupero | Don Hilty | John Torous

https://doi.org/10.1159/000510144 Actions

Defining and Developing the Workforce Needed for Success in the Digital Era of Medicine

JOURNAL ARTICLE published 26 November 2020 in Digital Biomarkers

Authors: Jennifer C. Goldsack | Cole A. Zanetti

https://doi.org/10.1159/000512382 Actions

Detecting Mild Cognitive Impairment via Digital Biomarkers of Cognitive Performance Found in Klondike Solitaire: A Machine-Learning Study

JOURNAL ARTICLE published 19 February 2021 in Digital Biomarkers

Authors: Karsten Gielis | Marie-Elena Vanden Abeele | Katrien Verbert | Jos Tournoy | Maarten De Vos | Vero Vanden Abeele

https://doi.org/10.1159/000514105 Actions

Wearable Devices: Current Status and Opportunities in Pain Assessment and Management

JOURNAL ARTICLE published 19 April 2021 in Digital Biomarkers

Authors: Andrew Leroux | Rachael Rzasa-Lynn | Ciprian Crainiceanu | Tushar Sharma

https://doi.org/10.1159/000515576 Actions

Regulatory Qualification of a Cross-Disease Digital Measure: Benefits and Challenges from the Perspective of IMI Consortium IDEA-FAST

JOURNAL ARTICLE published 19 September 2023 in Digital Biomarkers

Authors: David Nobbs | Wojciech Piwko | Christopher Bull | Francesca Cormack | Teemu Ahmaniemi | Sebastian C. Holst | Meenakshi Chatterjee | Walter Maetzler | Stefan Avey | Wan Fai Ng | IDEA-FAST Consortium

https://doi.org/10.1159/000533189 Actions

Development and Assessment of an Artificial Intelligence-Based Tool for Ptosis Measurement in Adult Myasthenia Gravis Patients Using Selfie Video Clips Recorded on Smartphones

JOURNAL ARTICLE published 28 July 2023 in Digital Biomarkers

Authors: Meelis Lootus | Lulu Beatson | Lucas Atwood | Theo Bourdais | Sandra Steyaert | Chethan Sarabu | Zeenia Framroze | Harriet Dickinson | Jean-Christophe Steels | Emily Lewis | Nirav R. Shah | Francesca Rinaldo

https://doi.org/10.1159/000531224 Actions

Validation of the Remote Automated ki:e Speech Biomarker for Cognition in Mild Cognitive Impairment: Verification and Validation following DiME V3 Framework

JOURNAL ARTICLE published 30 September 2022 in Digital Biomarkers

Authors: Johannes Tröger | Ebru Baykara | Jian Zhao | Daphne ter Huurne | Nina Possemis | Elisa Mallick | Simona Schäfer | Louisa Schwed | Mario Mina | Nicklas Linz | Inez Ramakers | Craig Ritchie

https://doi.org/10.1159/000526471 Actions

Quantification of Motor Function in Huntington Disease Patients Using Wearable Sensor Devices

JOURNAL ARTICLE published 6 September 2019 in Digital Biomarkers

Authors: Mark Forrest Gordon | Igor D. Grachev | Itzik Mazeh | Yonatan Dolan | Ralf Reilmann | Pippa S. Loupe | Shai Fine | Leehee Navon-Perry | Nicholas Gross | Spyros Papapetropoulos | Juha-Matti Savola | Michael R. Hayden

https://doi.org/10.1159/000502136 Actions

Passive Monitoring at Home: A Pilot Study in Parkinson Disease

JOURNAL ARTICLE published 30 April 2019 in Digital Biomarkers

Authors: Zachary Kabelac | Christopher G. Tarolli | Christopher Snyder | Blake Feldman | Alistair Glidden | Chen-Yu Hsu | Rumen Hristov | E. Ray Dorsey | Dina Katabi

https://doi.org/10.1159/000498922 Actions

Depression Screening from Voice Samples of Patients Affected by Parkinson’s Disease

JOURNAL ARTICLE published 12 June 2019 in Digital Biomarkers

Authors: Yasin Ozkanca | Miraç Göksu Öztürk | Merve Nur Ekmekci | David C. Atkins | Cenk Demiroglu | Reza Hosseini Ghomi

https://doi.org/10.1159/000500354 Actions

The Need for Artificial Intelligence in Digital Therapeutics

JOURNAL ARTICLE published 8 April 2020 in Digital Biomarkers

Authors: Adam Palanica | Michael J. Docktor | Michael Lieberman | Yan Fossat

https://doi.org/10.1159/000506861 Actions

Utilization of Machine Learning-Based Computer Vision and Voice Analysis to Derive Digital Biomarkers of Cognitive Functioning in Trauma Survivors

JOURNAL ARTICLE published 30 December 2020 in Digital Biomarkers

Authors: Katharina Schultebraucks | Vijay Yadav | Isaac R. Galatzer-Levy

https://doi.org/10.1159/000512394 Actions

Computer Vision-Based Assessment of Motor Functioning in Schizophrenia: Use of Smartphones for Remote Measurement of Schizophrenia Symptomatology

JOURNAL ARTICLE published 21 January 2021 in Digital Biomarkers

Authors: Anzar Abbas | Vijay Yadav | Emma Smith | Elizabeth Ramjas | Sarah B. Rutter | Caridad Benavidez | Vidya Koesmahargyo | Li Zhang | Lei Guan | Paul Rosenfield | Mercedes Perez-Rodriguez | Isaac R. Galatzer-Levy

https://doi.org/10.1159/000512383 Actions

Developing a Novel Measurement of Sleep in Rheumatoid Arthritis: Study Proposal for Approach and Considerations

JOURNAL ARTICLE published 2 September 2021 in Digital Biomarkers

Authors: Michelle Crouthamel | Robert J. Mather | Suraj Ramachandran | Kai Bode | Godhuli Chatterjee | Luis Garcia-Gancedo | Joseph Kim | Rinol Alaj | Matthew F. Wipperman | Lada Leyens | Henrik Sillen | Tina Murphy | Michael Benecky | Brandon Maggio | Thomas Switzer

https://doi.org/10.1159/000518024 Actions

Assessment of Postural Sway in Individuals with Multiple Sclerosis Using a Novel Wearable Inertial Sensor

JOURNAL ARTICLE published 23 January 2018 in Digital Biomarkers

Authors: Ruopeng Sun | Yaejin Moon | Ryan S. McGinnis | Kirsten Seagers | Robert W. Motl | Nirav Sheth | John A. Wright | Roozbeh Ghaffari | Shyamal Patel | Jacob J. Sosnoff

https://doi.org/10.1159/000485958 Actions

Multiple Wearable Sensors in Parkinson and Huntington Disease Individuals: A Pilot Study in Clinic and at Home

JOURNAL ARTICLE published 17 August 2017 in Digital Biomarkers

Authors: Jamie L. Adams | Karthik Dinesh | Mulin Xiong | Christopher G. Tarolli | Saloni Sharma | Nirav Sheth | A.J. Aranyosi | William Zhu | Steven Goldenthal | Kevin M. Biglan | E. Ray Dorsey | Gaurav Sharma

https://doi.org/10.1159/000479018 Actions

Advanced Machine Learning Tools to Monitor Biomarkers of Dysphagia: A Wearable Sensor Proof-of-Concept Study

JOURNAL ARTICLE published 27 July 2021 in Digital Biomarkers

Authors: Megan K. O’Brien | Olivia K. Botonis | Elissa Larkin | Julia Carpenter | Bonnie Martin-Harris | Rachel Maronati | KunHyuck Lee | Leora R. Cherney | Brianna Hutchison | Shuai Xu | John A. Rogers | Arun Jayaraman

https://doi.org/10.1159/000517144 Actions
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