This paper is in the following e-collection/theme issue:

New Methods (944) Wearable Devices and Sensors (888) Apps, Mobile, Wearables for Diabetes (298) Sensors for Glucose Monitoring and Diabetes Management (33) Podiatry (21)

Published on in Vol 20, No 12 (2018): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/12460, first published .
Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study

Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study

Continuous Temperature-Monitoring Socks for Home Use in Patients With Diabetes: Observational Study

Authors of this article:

Alexander M Reyzelman1 Author Orcid Image ;   Kristopher Koelewyn2 Author Orcid Image ;   Maryam Murphy3 Author Orcid Image ;   Xuening Shen4 Author Orcid Image ;   E Yu4 Author Orcid Image ;   Raji Pillai5 Author Orcid Image ;   Jie Fu4 Author Orcid Image ;   Henk Jan Scholten3 Author Orcid Image ;   Ran Ma3 Author Orcid Image
Article Authors Cited by (79) Tweetations (36) Metrics

Journals

  1. Golledge J, Fernando M, Lazzarini P, Najafi B, G. Armstrong D. The Potential Role of Sensors, Wearables and Telehealth in the Remote Management of Diabetes-Related Foot Disease. Sensors 2020;20(16):4527 View
  2. Dabó S, Brandão M, Araújo T, Frota N, Veras V. Tecnologias digitais na prevenção de pé diabético: uma revisão sobre aplicativos móveis. ESTIMA, Brazilian Journal of Enterostomal Therapy 2020 View
  3. Armstrong D. Subscription prescription: remote patient monitoring using smart shoes, socks and insoles. Journal of Wound Care 2019;28(Sup9):S3 View
  4. Hazenberg C, aan de Stegge W, Van Baal S, Moll F, Bus S. Telehealth and telemedicine applications for the diabetic foot: A systematic review. Diabetes/Metabolism Research and Reviews 2020;36(3) View
  5. Liu Y, Shao S, Guo H. Schwann cells apoptosis is induced by high glucose in diabetic peripheral neuropathy. Life Sciences 2020;248:117459 View
  6. Macdonald E, Perrin B, Kingsley M. Factors influencing Australian podiatrists' behavioural intentions to adopt a smart insole into clinical practice: a mixed methods study. Journal of Foot and Ankle Research 2020;13(1) View
  7. Jones P, Bibb R, Davies M, Khunti K, McCarthy M, Webb D, Zaccardi F. Prediction of Diabetic Foot Ulceration: The Value of Using Microclimate Sensor Arrays. Journal of Diabetes Science and Technology 2020;14(1):55 View
  8. Dabó S, Brandão M, Araújo T, Frota N, Veras V. Digital technologies in the prevention of diabetic foot: a review on mobile applications. ESTIMA, Brazilian Journal of Enterostomal Therapy 2020 View
  9. Aldana P, Khachemoune A. Diabetic Foot Ulcers: Appraising Standard of Care and Reviewing New Trends in Management. American Journal of Clinical Dermatology 2020;21(2):255 View
  10. Najafi B, Reeves N, Armstrong D. Leveraging smart technologies to improve the management of diabetic foot ulcers and extend ulcer‐free days in remission. Diabetes/Metabolism Research and Reviews 2020;36(S1) View
  11. Angelucci A, Cavicchioli M, Cintorrino I, Lauricella G, Rossi C, Strati S, Aliverti A. Smart Textiles and Sensorized Garments for Physiological Monitoring: A Review of Available Solutions and Techniques. Sensors 2021;21(3):814 View
  12. Drăgulinescu A, Drăgulinescu A, Zincă G, Bucur D, Feieș V, Neagu D. Smart Socks and In-Shoe Systems: State-of-the-Art for Two Popular Technologies for Foot Motion Analysis, Sports, and Medical Applications. Sensors 2020;20(15):4316 View
  13. Rodrigues da Silva A, De Carvalho Neto F, Rosa Guimarães M, Alves Bernardes R, Reges Brito V, Vilarouca da Silva A. <b> Tecnologia móvel no cuidado com os pés em pessoas com diabetes mellitus: Revisão Integrativa / Mobile technology to promotefoot management among people with diabetes mellitus: An Integrative Review <b>. Ciência, Cuidado e Saúde 2020;19 View
  14. Beach C, Casson A. Inertial Kinetic Energy Harvesters for Wearables: The Benefits of Energy Harvesting at the Foot. IEEE Access 2020;8:208136 View
  15. Yeh C, Chung Y, Chuang K, Shu Y, Kao H, Chen P, Ko W, Ko N. An Innovative Wearable Device For Monitoring Continuous Body Surface Temperature (HEARThermo): Instrument Validation Study. JMIR mHealth and uHealth 2021;9(2):e19210 View
  16. Beach C, Cooper G, Weightman A, Hodson-Tole E, Reeves N, Casson A. Monitoring of Dynamic Plantar Foot Temperatures in Diabetes with Personalised 3D-Printed Wearables. Sensors 2021;21(5):1717 View
  17. Koenig C, Ammann R, Kuehni C, Roessler J, Brack E. Continuous recording of vital signs with a wearable device in pediatric patients undergoing chemotherapy for cancer—an operational feasibility study. Supportive Care in Cancer 2021;29(9):5283 View
  18. Najafi B, Mishra R. Harnessing Digital Health Technologies to Remotely Manage Diabetic Foot Syndrome: A Narrative Review. Medicina 2021;57(4):377 View
  19. Veneman T, Schaper N, Bus S. The Concurrent Validity, Test–Retest Reliability and Usability of a New Foot Temperature Monitoring System for Persons with Diabetes at High Risk of Foot Ulceration. Sensors 2021;21(11):3645 View
  20. Hewitt M, Smith D, Heckman J, Pasquina P. COVID‐19: A catalyst for change in virtual health care utilization for persons with limb loss. PM&R 2021;13(6):637 View
  21. Macdonald E, Perrin B, Cleeland L, Kingsley M. Podiatrist-Delivered Health Coaching to Facilitate the Use of a Smart Insole to Support Foot Health Monitoring in People with Diabetes-Related Peripheral Neuropathy. Sensors 2021;21(12):3984 View
  22. de Fazio R, Perrone E, Velázquez R, De Vittorio M, Visconti P. Development of a Self-Powered Piezo-Resistive Smart Insole Equipped with Low-Power BLE Connectivity for Remote Gait Monitoring. Sensors 2021;21(13):4539 View
  23. Scholten H, Shih C, Ma R, Malhotra K, Reyzelman A. Utilization of a Smart Sock for the Remote Monitoring of Patients With Peripheral Neuropathy: Cross-sectional Study of a Real-world Registry. JMIR Formative Research 2022;6(3):e32934 View
  24. Reyzelman A, Shih C, Tovmassian G, Nathan M, Ma R, Scholten H, Malhotra K, Armstrong D. An Evaluation of Real-world Smart Sock–Based Temperature Monitoring Data as a Physiological Indicator of Early Diabetic Foot Injury: Case-Control Study. JMIR Formative Research 2022;6(4):e31870 View
  25. Martin J, Davis B. Diabetic Foot Considerations Related to Plantar Pressures and Shear. Foot and Ankle Clinics 2023;28(1):13 View
  26. Ramirez-GarciaLuna J, Bartlett R, Arriaga-Caballero J, Fraser R, Saiko G. Infrared Thermography in Wound Care, Surgery, and Sports Medicine: A Review. Frontiers in Physiology 2022;13 View
  27. Khandakar A, Chowdhury M, Reaz M, Ali S, Kiranyaz S, Rahman T, Chowdhury M, Ayari M, Alfkey R, Bakar A, Malik R, Hasan A. A Novel Machine Learning Approach for Severity Classification of Diabetic Foot Complications Using Thermogram Images. Sensors 2022;22(11):4249 View
  28. Ahsan M, Naz S, Ahmad R, Ehsan H, Sikandar A. A Deep Learning Approach for Diabetic Foot Ulcer Classification and Recognition. Information 2023;14(1):36 View
  29. Khandakar A, Chowdhury M, Reaz M, Ali S, Abbas T, Alam T, Ayari M, Mahbub Z, Habib R, Rahman T, Tahir A, Bakar A, Malik R. Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques. Sensors 2022;22(5):1793 View
  30. Rodrigues da Silva A, De Carvalho Neto F, Rosa Guimarães M, Alves Bernardes R, Reges Brito V, Vilarouca da Silva A. Tecnologia móvel no cuidado com os pés em pessoas com diabetes mellitus: Revisão Integrativa. Ciência, Cuidado e Saúde 2020;19 View
  31. Khandakar A, Mahmud S, Chowdhury M, Reaz M, Kiranyaz S, Mahbub Z, Ali S, Bakar A, Ayari M, Alhatou M, Abdul-Moniem M, Faisal M. Design and Implementation of a Smart Insole System to Measure Plantar Pressure and Temperature. Sensors 2022;22(19):7599 View
  32. Burgess J, Wyant W, Abdo Abujamra B, Kirsner R, Jozic I. Diabetic Wound-Healing Science. Medicina 2021;57(10):1072 View
  33. Grech J, Mizzi S, Falzon O. A Technical Review of Foot Temperature Measurement Systems. Journal of the American Podiatric Medical Association 2022:1 View
  34. Li Q, Xue Z, Wu Y, Zeng X. The Status Quo and Prospect of Sustainable Development of Smart Clothing. Sustainability 2022;14(2):990 View
  35. Featherston J, Wijlens A, van Netten J. Is a Left-to-Right >2.2°C Difference a Valid Measurement to Predict Diabetic Foot Ulceration in People with Diabetes and a History of Diabetic Foot Ulceration?. The International Journal of Lower Extremity Wounds 2021 View
  36. Tekale S, Varma A, Tekale S, Kumbhare U. A Review on Newer Interventions for the Prevention of Diabetic Foot Disease. Cureus 2022 View
  37. Hellmann A, Emmons A, Stewart Prime M, Paranjape K, Heaney D. Digital Health. Clinics in Laboratory Medicine 2023;43(1):71 View
  38. Bus S, aan de Stegge W, van Baal J, Busch-Westbroek T, Nollet F, van Netten J. Effectiveness of at-home skin temperature monitoring in reducing the incidence of foot ulcer recurrence in people with diabetes: a multicenter randomized controlled trial (DIATEMP). BMJ Open Diabetes Research & Care 2021;9(1):e002392 View
  39. Khandakar A, Chowdhury M, Ibne Reaz M, Md Ali S, Hasan M, Kiranyaz S, Rahman T, Alfkey R, Bakar A, Malik R. A machine learning model for early detection of diabetic foot using thermogram images. Computers in Biology and Medicine 2021;137:104838 View
  40. Muralidhara S, Lucieri A, Dengel A, Ahmed S. Holistic multi-class classification & grading of diabetic foot ulcerations from plantar thermal images using deep learning. Health Information Science and Systems 2022;10(1) View
  41. Orlando G, Prior Y, Reeves N, Vileikyte L. Patient and Provider Perspective of Smart Wearable Technology in Diabetic Foot Ulcer Prevention: A Systematic Review. Medicina 2021;57(12):1359 View
  42. Brooks E, Burns M, Ma R, Scholten H, Becker S. Remote Diabetic Foot Temperature Monitoring for Early Detection of Diabetic Foot Ulcers: A Cost-Effectiveness Analysis. ClinicoEconomics and Outcomes Research 2021;Volume 13:873 View
  43. Haemmerli M, Ammann R, Roessler J, Koenig C, Brack E. Vital signs in pediatric oncology patients assessed by continuous recording with a wearable device, NCT04134429. Scientific Data 2022;9(1) View
  44. Bulathsinghala R, Wijeyaratne S, Fernando S, Jayawardana T, Senadhipathi Mudiyanselage V, Kankanamalage S. Wearable medical apparatus to monitor temperature and pulsatile-blood-flow signal on forefoot to predict diabetic foot ulcers. Research Journal of Textile and Apparel 2024;28(2):169 View
  45. Souza J, Escadas S, Baxevani I, Rodrigues D, Freitas A. Smart Wearable Systems for the Remote Monitoring of Selected Vascular Disorders of the Lower Extremity: A Systematic Review. International Journal of Environmental Research and Public Health 2022;19(22):15231 View
  46. Hagde P, Pingle P, Mourya A, Katta C, Srivastava S, Sharma R, Singh K, Sodhi R, Madan J. Therapeutic potential of quercetin in diabetic foot ulcer: Mechanistic insight, challenges, nanotechnology driven strategies and future prospects. Journal of Drug Delivery Science and Technology 2022;74:103575 View
  47. Qin Q, Nakagami G, Ohashi Y, Dai M, Sanada H, Oe M. Development of a self-monitoring tool for diabetic foot prevention using smartphone-based thermography: Plantar thermal pattern changes and usability in the home environment. Drug Discoveries & Therapeutics 2022;16(4):169 View
  48. Mahmud S, Khandakar A, Chowdhury M, AbdulMoniem M, Bin Ibne Reaz M, Bin Mahbub Z, Sadasivuni K, Murugappan M, Alhatou M. Fiber Bragg Gratings based smart insole to measure plantar pressure and temperature. Sensors and Actuators A: Physical 2023;350:114092 View
  49. GÜNBAŞ M, BÜYÜKKAYA BESEN D, DERVİŞOĞLU M. Diyabetik ayak ülseri riskinin değerlendirilmesinde kullanılan teknolojiler. Mersin Üniversitesi Sağlık Bilimleri Dergisi 2023;16(1):157 View
  50. Lazarus J, Cioroianu I, Ehrhardt B, Gurevich D, Kreusser L, Metcalfe B, Nishtala P, Preatoni E, Sharp T. Data-driven digital health technologies in the remote clinical care of diabetic foot ulcers: a scoping review. Frontiers in Clinical Diabetes and Healthcare 2023;4 View
  51. Minty E, Bray E, Bachus C, Everett B, Smith K, Matijevich E, Hajizadeh M, Armstrong D, Liden B. Preventative Sensor-Based Remote Monitoring of the Diabetic Foot in Clinical Practice. Sensors 2023;23(15):6712 View
  52. van Netten J, Raspovic A, Lavery L, Monteiro‐Soares M, Paton J, Rasmussen A, Sacco I, Bus S. Prevention of foot ulcers in persons with diabetes at risk of ulceration: A systematic review and meta‐analysis. Diabetes/Metabolism Research and Reviews 2024;40(3) View
  53. Srass H, Ead J, Armstrong D. Adherence and the Diabetic Foot: High Tech Meets High Touch?. Sensors 2023;23(15):6898 View
  54. Hochlenert D. Sensorassistierte Wundtherapie (SAWT) beim diabetischen Fuß und in der Prophylaxe. Die Diabetologie 2024;20(1):72 View
  55. Khandakar A, Faisal M, Chowdhury M, Reaz M, Ali S, Razak M, Bakar A, Mahmud S, Malik R. Laser-Induced Graphene-Based Smart Insole to Measure Plantar Temperature. IEEE Sensors Journal 2024;24(2):1190 View
  56. Castro-Martins P, Marques A, Coelho L, Vaz M, Costa J. Plantar pressure thresholds as a strategy to prevent diabetic foot ulcers: A systematic review. Heliyon 2024;10(4):e26161 View
  57. Falbo K, Walker N, Wacek A, Cave J, Sauerbrey M, Gravely A, Matsumoto M, Looft J. Impact of the COVID‐19 pandemic on the rate of lower limb amputation in Veterans. PM&R 2024;16(9):973 View
  58. Moorthy P, Weinert L, Schüttler C, Svensson L, Sedlmayr B, Müller J, Nagel T. Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review. JMIR mHealth and uHealth 2024;12:e52179 View
  59. Sarmun R, Chowdhury M, Murugappan M, Aqel A, Ezzuddin M, Rahman S, Khandakar A, Akter S, Alfkey R, Hasan A. Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization. Cognitive Computation 2024;16(3):1413 View
  60. Castro-Martins P, Marques A, Coelho L, Vaz M, Baptista J. In-shoe plantar pressure measurement technologies for the diabetic foot: A systematic review. Heliyon 2024;10(9):e29672 View
  61. Matijevich E, Minty E, Bray E, Bachus C, Hajizadeh M, Liden B. A Multi-Faceted Digital Health Solution for Monitoring and Managing Diabetic Foot Ulcer Risk: A Case Series. Sensors 2024;24(9):2675 View
  62. Sharma N, Mirza S, Rastogi A, Mahapatra P, Kumar D. PFUTnet: A Novel Deep Learning Architecture for Diabetic Foot Severity Mapping and Analysis. IEEE Sensors Journal 2024;24(9):14770 View
  63. Christy Evangeline N, Srinivasan S. Deep neural net for identification of neuropathic foot in subjects with type 2 diabetes mellitus using plantar foot thermographic images. Biomedical Signal Processing and Control 2024;96:106509 View
  64. Lin Z, Wang S, Cao Y, Lin J, Sun A, Huang W, Zhou J, Hong Q. Bioinformatics and validation reveal the potential target of curcumin in the treatment of diabetic peripheral neuropathy. Neuropharmacology 2024;260:110131 View

Books/Policy Documents

  1. Najafi B, Swerdlow M, Murphy G, Armstrong D. Diabetes Digital Health. View
  2. Mirghani H. Diabetic Foot Ulcer. View
  3. Najafi B, Swerdlow M, Murphy G, Armstrong D. Telemedicine, Telehealth and Telepresence. View
  4. Tannous W, Quilty K. Technological Breakthroughs and Future Business Opportunities in Education, Health, and Outer Space. View
  5. Aliverti A, Evangelisti M, Angelucci A. The Running Athlete. View
  6. Tannous W, Quilty K. Research Anthology on Supporting Healthy Aging in a Digital Society. View
  7. Kraft D, Butler S. Nursing Informatics. View
  8. Souza J, Escadas S, Rodrigues D, Freitas A. Ambient Intelligence—Software and Applications—13th International Symposium on Ambient Intelligence. View
  9. Escadas S, Souza J, Vieira A, Conceição L, Sampaio S, Freitas A. Information Systems and Technologies. View
  10. Chopra D, Seth N, Mohsin N, Lev-Tov H. Telemedicine and Technological Advances in Dermatology. View