1. bookVolumen 32 (2022): Heft 1 (March 2022)
Zeitschriftendaten
License
Format
Zeitschrift
eISSN
2083-8492
Erstveröffentlichung
05 Apr 2007
Erscheinungsweise
4 Hefte pro Jahr
Sprachen
Englisch
access type Uneingeschränkter Zugang

Template Chart Detection for Stoma Telediagnosis

Online veröffentlicht: 31 Mar 2022
Volumen & Heft: Volumen 32 (2022) - Heft 1 (March 2022)
Seitenbereich: 147 - 160
Eingereicht: 15 Apr 2021
Akzeptiert: 30 Oct 2021
Zeitschriftendaten
License
Format
Zeitschrift
eISSN
2083-8492
Erstveröffentlichung
05 Apr 2007
Erscheinungsweise
4 Hefte pro Jahr
Sprachen
Englisch
Abstract

The paper presents the concept of using color template charts for the needs of telemedicine, particularly telediagnosis of the stoma. Although the concept is not new, the current popularity and level of development of digital cameras, especially those embedded in smartphones, allow common and reliable remote advice on various medical problems, which can be very important in the case of limitations in a physical contact with a doctor. The article focuses on the initial stages of photo processing for the needs of telemedicine, i.e., on the assumptions and the process of designing the appropriate template and detecting it in photos for stoma telediagnosis. Research on the developed algorithms for the location of fiducial markers and reference color fields, carried out on the basis of over 2,000 photos, showed a very high tolerance to scene exposure, lighting conditions and the camera used. The obtained results allowed the initial image intensity normalization of the stoma area as well as correct localization and measurement of changes detected on the skin and the mucosa, which, in the opinion of doctors, significantly increased the diagnostic value of the photographs.

Augestad, K., Sneve, A. and Lindsetmo, R. (2020). Telemedicine in postoperative follow-up of stoma patients: A randomized clinical trial (the stompa trial), British Journal of Surgery 107(5): 509–518, DOI: 10.1002/bjs.11491.10.1002/bjs.1149132100297 Search in Google Scholar

Boraii, S. (2017). A descriptive study to assess quality of life in Egyptian patients with a stoma, Ostomy Wound Manage 63(7): 28–33, PMID: 28759426. Search in Google Scholar

Buckley, K., Adelson, L. and Hess, C. (2005). Get the picture! Developing a wound photography competency for home care nurses, Journal of Wound, Ostomy and Continence Nursing 32(3): 171–177, DOI: 10.1097/00152192-200505000-00005.10.1097/00152192-200505000-0000515931147 Search in Google Scholar

Bulkley, J., McMullen, C., Grant, M., Wendel, C., Hornbrook, M. and Krouse, R. (2018). Ongoing ostomy self-care challenges of long-term rectal cancer survivors, Support Care Cancer 26(11): 3933–3939, DOI: 10.1007/s00520-018-4268-0.10.1007/s00520-018-4268-0616033129845420 Search in Google Scholar

Ciecierski, K.A. (2020). Mathematical methods of signal analysis applied in medical diagnostic, International Journal of Applied Mathematics and Computer Science 30(3): 449–462, DOI: 10.34768/amcs-2020-0033. Search in Google Scholar

Ciążyński, K.A. and Fabijańska, A. (2015). Detection of QR-codes in digital images based on histogram similarity, Image Processing and Communications 20(2): 41–48.10.1515/ipc-2015-0033 Search in Google Scholar

Dinuzzi, V., Palomba, G., Minischetti, M., Amendola, A., Aprea, P., Luglio, G., De Palma, G. and Aprea, G. (2021). Telemedicine in patients with an ostomy during the COVID-19 pandemic: A retrospective observational study, Wound Management & Prevention 67(1): 12–17.10.25270/wmp.2021.1.1217 Search in Google Scholar

Fiala, M. (2005). Comparing ARTag and ARToolkit Plus fiducial marker systems, IEEE International Workshop on Haptic Audio Visual Environments and their Applications, Ottawa, Canada, pp. 147–152. Search in Google Scholar

Garrido-Jurado, S., Muñoz-Salinas, R., Madrid-Cuevas, F. and Medina-Carnicer, R. (2016). Generation of fiducial marker dictionaries using mixed integer linear programming, Pattern Recognition 51: 481–491, DOI: 10.1016/j.patcog.2015.09.023.10.1016/j.patcog.2015.09.023 Search in Google Scholar

Hansen, D.K., Nasrollahi, K., Rasmussen, C.B. and Moeslund, T.B. (2017). Real-time barcode detection and classification using deep learning, International Joint Conference on Computational Intelligence, Funchal, Madeira, Portugal, pp. 321–327. Search in Google Scholar

de Heide, J., Vroegh, C.J., Szili Torok T., Gobbens, R.J., Zijlstra, F., Takens-Lameijer, M., Lenzen, M.J., Yap, S.C. and Scholte Op Reimer, W.J.M. (2017). A pilot feasibility study of telemedical wound assessment using a mobile phone in cardiology patients, Journal of Cardiovascular Nursing 32(2): E9–E15, DOI: 10.1097/JCN.0000000000000377.10.1097/JCN.000000000000037727811584 Search in Google Scholar

Hoon, L., Chi Sally, C. and Hong-Gu, H. (2013). Effect of psychosocial interventions on outcomes of patients with colorectal cancer: A review of the literature, European Journal of Oncology Nursing 17(6): 883–8913, DOI: 10.1016/j.ejon.2013.05.001.10.1016/j.ejon.2013.05.00123759360 Search in Google Scholar

Hoube, S., Droeschel, D. and Behnke, S. (2016). Joint 3D laser and visual fiducial marker based SLAM for a micro aerial vehicle, 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), Baden-Baden, Germany, pp. 609–614. Search in Google Scholar

Kaltenbrunner, M. and Bencina, R. (2007). reacTIVision: A computer-vision framework for table-based tangible interaction, 1st International Conference on Tangible and Embedded Interaction, TEI’07, Baton Rouge, USA, pp. 69–74, DOI: 10.1145/1226969.1226983.10.1145/1226969.1226983 Search in Google Scholar

Kato, H., Billinghurst, M., Poupyrev, I., Imamoto, K. and Tachibana, K. (2000). Virtual object manipulation on a table-top AR environment, IEEE and ACM International Symposium on Augmented Reality (ISAR 2000), Munich, Germany, pp. 111–119, http://www.hitl.washington.edu/artoolkit/. Search in Google Scholar

Kowalski, M., Kaczmarek, P., Kabaciński, R., Matuszczak, M., Tranbowicz, K. and Sobkowiak, R. (2014). A simultaneous localization and tracking method for a worm tracking system, International Journal of Applied Mathematics and Computer Science 24(3): 599–609, DOI: 10.2478/amcs-2014-0043.10.2478/amcs-2014-0043 Search in Google Scholar

Li, M., Howard, D. and King, R. (2019). A picture tells a thousand words smartphone-based secure clinical image transfer improves compliance in open fracture management, Injury 50(7): 1284–1287, DOI: 10.1016/j.injury.2019.05.010.10.1016/j.injury.2019.05.01031147186 Search in Google Scholar

Li, W., Nee, A. and Ong, S. (2017). A state-of-the-art review of augmented reality in engineering analysis and simulation, Multimodal Technologies and Interaction 1(3): 17, DOI: 10.3390/mti1030017.10.3390/mti1030017 Search in Google Scholar

Lim, H. and Lee, Y. (2009). Real-time single camera SLAM using fiducial markers, 2009 ICCAS-SICE, Fukuoka, Japan, pp. 177–182. Search in Google Scholar

Muñoz-Salinas, R., Marín-Jimenez, M. and Medina-Carnicer, R. (2019). SPM-SLAM: Simultaneous localization and mapping with squared planar markers, Pattern Recognition 86: 156–171.10.1016/j.patcog.2018.09.003 Search in Google Scholar

Nolan, C. and Forde, E. (2016). A review of the use of fiducial markers for image-guided bladder radiotherapy, Acta Oncologica 55(5): 533–538, PMID: 26588169.10.3109/0284186X.2015.111025026588169 Search in Google Scholar

Pata, F., Bondurri, A., Ferrara, F., Parini, D., Rizzo, G. and MISSTO (2020). Enteral stoma care during the COVID-19 pandemic: Practical advice, Colorectal Disease 22(9): 985–992, DOI: 10.1111/codi.15279.10.1111/codi.15279740515832691949 Search in Google Scholar

Romero-Ramirez, F., Muñoz-Salinas, R. and Medina-Carnicer, R. (2018). Speeded up detection of squared fiducial markers, Image and Vision Computing 76: 38–47, DOI: 10.1016/j.imavis.2018.05.004.10.1016/j.imavis.2018.05.004 Search in Google Scholar

Romero-Ramirez, F., Muñoz-Salinas, R. and Medina-Carnicer, R. (2019). Fractal markers: A new approach for long-range marker pose estimation under occlusion, IEEE Access 7: 169908–169919.10.1109/ACCESS.2019.2951204 Search in Google Scholar

Rufli, M., Scaramuzza, D. and Siegwart, R. (2008). Automatic detection of checkerboards on blurred and distorted images, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems, Nice, France, pp. 3121–3126. Search in Google Scholar

Sani, M.F. and Karimian, G. (2017). Automatic navigation and landing of an indoor AR drone quadrotor using ArUco marker and inertial sensors, 2017 International Conference on Computer and Drone Applications (IConDA), Kuching, Malaysia, pp. 102–107. Search in Google Scholar

Szwoch, M., Zawiślak, R., Mik, M., Mik-Wojtczak, J. and Granosik, G. (2021). Stoma-Alert-Final—Development of IT system model supporting the process of diagnosing, treating and rehabilitating patients with stoma (image part), Project no. POIR. 04.01.04-00-0107/19, Technical report, PHIN Consulting and Lodz University of Technology, Lodz. Search in Google Scholar

Tändl, M., Stark, T., Erol, N.E., Löer, F. and Kecskeméthy, A. (2009). An object-oriented approach to simulating human gait motion based on motion tracking, International Journal of Applied Mathematics and Computer Science 19(3): 469–483, DOI: 10.2478/v10006-009-0038-y.10.2478/v10006-009-0038-y Search in Google Scholar

Todt, E. and Torras, C. (2000). Detection of natural landmarks through multiscale opponent features, 15th International Conference on Pattern Recognition, ICPR-2000, Barcelona, Spain, Vol. 3, pp. 976–979. Search in Google Scholar

Wang, Q., Zhao, J., Huo, X., Wu, L., Yang, L. F.and Li, J. and Wang, J. (2018). Effects of a home care mobile app on the outcomes of discharged patients with a stoma: A randomised controlled trial, Journal of Clinical Nursing 27(19–20): 3592–3602, DOI: 10.1111/jocn.14515.10.1111/jocn.1451529775491 Search in Google Scholar

Zawiślak, R., Mik, M., Mik-Wojtczak, J. and Granosik, G. (2020). Stoma-Alert—Development of IT system model supporting the process of diagnosing, treating and rehabilitating patients with stoma—Project no. POIR. 04.01.01-00-0066/18-01, Technical report, PHIN Consulting and Lodz University of Technology, Lodz. Search in Google Scholar

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