US 6757558B2
· Lange et al.
· 2004
[cited by applicant]
US 7236830B2
· Gliner
· 2007
[cited by applicant]
US 7333856B1
· Er et al.
· 2008
[cited by applicant]
US 7463927B1
· Chaouat
· 2008
[cited by applicant]
US 8403847B2
· Rothman et al.
· 2013
[cited by applicant]
US 8454506B2
· Rothman et al.
· 2013
[cited by applicant]
US 8512240B1
· Zuckerman-Stark et al.
· 2013
[cited by applicant]
US 9357949B2
· Drew
· 2016
[cited by examiner]
US 9370689B2
· Guillama et al.
· 2016
[cited by applicant]
US 9713724B2
· Petersen et al.
· 2017
[cited by applicant]
US 9715622B2
· Krishna Rao et al.
· 2017
[cited by applicant]
US 9782122B1
· Pulliam et al.
· 2017
[cited by applicant]
US 9974478B1
· Brokaw et al.
· 2018
[cited by applicant]
US 20030120324A1
· Osborn et al.
· 2003
[cited by applicant]
US 20030144829A1
· Geatz et al.
· 2003
[cited by applicant]
US 20040133079A1
· Mazar et al.
· 2004
[cited by applicant]
US 20060189854A1
· Webb et al.
· 2006
[cited by applicant]
US 20130317567A1
· Vallapureddy et al.
· 2013
[cited by applicant]
US 20140135592A1
· Ohnemus et al.
· 2014
[cited by applicant]
US 20140136219A1
· Lee
· 2014
[cited by applicant]
US 20150248537A1
· McClung et al.
· 2015
[cited by applicant]
US 20160262691A1
· Jain et al.
· 2016
[cited by applicant]
US 20180008191A1
· Cronin et al.
· 2018
[cited by applicant]
US 20190110754A1
· Rao et al.
· 2019
[cited by applicant]
US 20190365286A1
· Powers, III et al.
· 2019
[cited by applicant]
US 20210169417A1
· Burton
· 2021
[cited by examiner]
US 20210202090A1
· O'Donovan et al.
· 2021
[cited by applicant]
US 20220117514A1
· Kuhn et al.
· 2022
[cited by applicant]
US 20230013233A1
· Kayser
· 2023
[cited by examiner]
CN 104660717B
· 2018
[cited by applicant]
WO WO2020049514A1
· 2020
[cited by applicant]
WO WO2023057232A1
· 2023
[cited by applicant]
Akram, Noreen et al. “Developing and Assessing a New Web-Based Tapping Test for Measuring Distal Movement in Parkinson's Disease: A Distal Finger Tapping Test,” Scientific Reports, vol. 12, No. 1, Jan. 2022, 11 pages.
[cited by applicant]
Bennett et al. “Healthcare in the Smart Home: A Study of Past, Present and Future,” Sustainability, May 2017; vol. 9, 23 pages.
[cited by applicant]
Bennett, Casey C. et al. “Artificial Intelligence Framework for Simulating Clinical Decision-Making: A Markov Decision Process Approach,” Artificial Intelligence in Medicine, vol. 57, No. 1, Jan. 2013, 32 pages.
[cited by applicant]
Burq, Maximilien et al. “Virtual Exam for Parkinson's Disease Enables Frequent and Reliable Remote Measurements of Motor Function,” npj Digital Medicine, vol. 5, 2022, 22 pages.
[cited by applicant]
ClinicalTrials.gov. “A Pilot Study to Evaluate the Severity of Motor Dysfunction in Parkinson's Disease Based on AI Video Analysis,” U. S. National Library of Medicine, Retrieved from the Internet: https://clinicaltrial…
[cited by applicant]
De Vries, N. M. et al. “Exploring the Parkinson Patients' Perspective on Home-Based Video Recording for Movement Analysis: A Qualitative Study,” BMC Neurology, vol. 19, No. 1, Apr. 2019, 6 pages.
[cited by applicant]
Habets, Jeroen et al. “Machine Learning Prediction of Motor Response After Deep Brain Stimulation in Parkinson's Disease,” PeerJ, vol. 8, No. 3, Nov. 2020, 16 pages.
[cited by applicant]
Halperin, D. et al. “Pacemakers and Implantable Cardiac Defibrillators: Software Radio Attacks and Zero-Power Defenses,” IEEE Symposium on Security and Privacy, May 18-22, 2008, Oakland, CA, 14 pages.
[cited by applicant]
Hassan, Teena et al. “Automatic Detection of Pain from Facial Expressions: A Survey,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 43, No. 6, Jun. 2021, 18 pages.
[cited by applicant]
Heidbuchel, H. et al. “Potential Role of Remote Monitoring for Scheduled and Unscheduled Evaluations of Patients with an Implantable Defibrillator,” Europace, vol. 10, No. 3, Mar. 2008, pp. 351-357, 7 pages.
[cited by applicant]
Jimenez-Shahed, J. “Device Profile of the Percept PC Deep Brain Stimulation System for the Treatment of Parkinson's Disease and Related Disorders,” Expert Review of Medical Devices, vol. 18, No. 4, Mar. 2021, pp. 319-33…
[cited by applicant]
Jin, Bo et al. “Diagnosing Parkinson Disease Through Facial Expression Recognition: Video Analysis,” Journal of Medical Internet Research, vol. 22, No. 7, Jul. 2020, 20 pages.
[cited by applicant]
Kallipolitis, A. et al. “Affective Analysis of Patients in Homecare Video-Assisted Telemedicine Using Computational Intelligence,” Neural Computing and Applications, Springer, vol. 32, Jul. 2020, pp. 17125-17136, 13 pag…
[cited by applicant]
Keijsers, Noel L. W. et al. “Online Monitoring of Dyskinesia in Patients with Parkinson's Disease,” IEEE Engineering in Medicine and Biology Magazine, vol. 22. No. 3, May/Jun. 2003, 8 pages.
[cited by applicant]
Khan, Rida Sara et al. “Artificial Intelligence Based Smart Doctor Using Decision Tree Algorithm,” Journal of Information & Communication Technology, vol. 11, No. 2, Dec. 2017, 5 pages.
[cited by applicant]
Lai, A. et al. “Extensive Sensitivity Analysis of Implantable Cardioverter Defibrillators by an Automatic Sensing Test Procedure,” Measurement, vol. 134, Feb. 2019, pp. 930-938, 9 pages.
[cited by applicant]
LeMoyne, Robert et al. “Implementation of an iPhone for Characterizing Parkinson's Disease Tremor Through a Wireless Accelerometer Application,” 2010 Annual International Conference of the IEEE Engineering in Medicine a…
[cited by applicant]
Leon Alcazar, Juan Carlos. (2012). Markerless analysis of gait patterns in the Parkinson's disease [Master's Thesis, National Universiy of Columbia] https://repositorio.unal.edu.co/bitstream/handle/unal/12105/juancarlos…
[cited by applicant]
Markez, Sonja. (2000). Development of a hand tremor quantification device for the measurement of pathological tremor [Master's Thesis, University of Toronto] National Library of Canada, 136 pages.
[cited by applicant]
Mathie, Merryn J. et al. “Accelerometry: Providing an Integrated, Practical Method for Long-Term, Ambulatory Monitoring of Human Movement,” Physiol. Meas., vol. 25, No. 2: R1-R20, 2004, 20 pages.
[cited by applicant]
Michel Barat and Franco Franchignoni, Eds.,
[cited by applicant]
Morinan, G. and O'Keefe, J., Poster, Assessment of Parkinson's Disease Severity Using Machine Learning, Presented at the CNS Summit, 2019, Retrieved from the Internet: https://machinemedicine.com/wp-content/uploads/2021…
[cited by applicant]
Morinan, Gareth et al. “Computer-Vision Based Method for Quantifying Rising From Chair in Parkinson's Disease Patients,” Intelligence-Based Medicine, vol. 6, 2022, 10 pages.
[cited by applicant]
Opri et al. “Chronic Embedded Cortico-thalamic Closed-loop Deep Brain Stimulation for the Treatment of Essential Tremor,” Science Translational Medicine, Dec. 2020; 12(572), 27 pages.
[cited by applicant]
Qadri et al. “The Future of Healthcare Internet of Things: A Survey of Emerging Technologies,” IEEE Communications Surveys & Tutorials, vol. 22, No. 2, 2020, pp. 1121-1167, 47 pages.
[cited by applicant]
Ranjandish et al. “A Review of Microelectronic Systems and Circuit Techniques for Electrical Neural Recording Aimed at Closed-Loop Epilepsy Control,” Sensors, Oct. 2020; 20(19), 36 pages.
[cited by applicant]
Salarian, A. et al. “An Ambulatory System To Quantify Bradykinesia And Tremor In Parkinson's Disease,” 4th International IEEE EMBS Special Topic Conference on Information Technology Applications in Biomedicine, Apr. 200…
[cited by applicant]
Salarian, Arash et al. “Quantification of Tremor and Bradykinesia in Parkinson's Disease Using a Novel Ambulatory Monitoring System,” IEEE Transactions on Biomedical Engineering, vol. 54, No. 2, Feb. 2007, 10 pages.
[cited by applicant]
Shen, Jiang et al. “A Novel DL-Based Algorithm Integrating Medical Knowledge Graph and Doctor Modeling for Q&A Pair Matching in OHP,” Information Processing and Management, vol. 60, No. 3, May 2023, 18 pages.
[cited by applicant]
Soran, Bilge et al. “Tremor Detection Using Motion Filtering and SVM,” IEEE Proceedings of the 21st International Conference on Pattern Recognition, Nov. 2012, 4 pages.
[cited by applicant]
Stanslaski et al. “Design and Validation of a Fully Implantable, Chronic, Closed-Loop Neuromodulation Device With Concurrent Sensing and Stimulation,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, …
[cited by applicant]
Stanslaski, S. et al. “A Chronically Implantable Neural Coprocessor for Investigating the Treatment of Neurological Disorders,” IEEE Transactions on Biomedical Circuits and Systems, vol. 12, No. 6, Dec. 2018, 16 pages.
[cited by applicant]
Takahashi et al. “A Survey of Insulin-Dependent Diabetes—Part II: Control Methods,” International Journal of Telemedicine and Applications, vol. 2008, Jan. 2008, 14 pages.
[cited by applicant]
Uhrikova, Zdenka et al. “Validation of a New Tool for Automatic Assessment of Tremor Frequency From Video Recordings,” Journal of Neuroscience Methods, vol. 198, No. 1, May 2011, 4 pages.
[cited by applicant]
Watts, J. et al. “Machine Learning's Application in Deep Brain Stimulation for Parkinson's Disease: A Review,” Brain Sciences. 2020; 10(11):809, 16 pages.
[cited by applicant]
Wong, David C. et al. “Supervised Classification of Bradykinesia for Parkinson's Disease Diagnosis From Smartphone Videos,” 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), Jun. 2019, 6 p…
[cited by applicant]
Zamora, M. et al. “DyNeuMo Mk-1: A Fully-Implantable, Motion-Adaptive Neurostimulator with Configurable Response Algorithms,” bioRxiv preprint doi: https://doi.org/10.1101/2020.09.10.292284, Sep. 2020, 9 pages.
[cited by applicant]
Zhang, Suyi et al. “Technology for Chronic Pain,” Current Biology, vol. 24, No. 18: R930-R935, Sep. 2014, 6 pages.
[cited by applicant]
Patent Cooperation Treaty, International Search Report and Written Opinion issued for PCT Application No. PCT/US2022/075159, dated Nov. 22, 2022, 9 pages.
[cited by applicant]
Extended European Search Report issued in European Patent Application No. 22859395.0, mailed Jul. 3, 2025.
[cited by applicant]