Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface
The Digital Medical Doctor (DD) platform takes a unique approach by allowing X-ray interpretation through touch devices, eliminating the requirement for medical visits simply to read X-rays. In the context of joint analysis, our suggested joint track methodology departs from the traditional keyboard...
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| Format: | Article |
| Language: | English |
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IEEE
2025-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10964210/ |
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| author | Asma Bibi Muhammad Faran Majeed Jaroslav Frnda Almas Abbasi Vladimir Bures Muhammad Shahid Anwar Bekbaev Gamzatdin |
| author_facet | Asma Bibi Muhammad Faran Majeed Jaroslav Frnda Almas Abbasi Vladimir Bures Muhammad Shahid Anwar Bekbaev Gamzatdin |
| author_sort | Asma Bibi |
| collection | DOAJ |
| description | The Digital Medical Doctor (DD) platform takes a unique approach by allowing X-ray interpretation through touch devices, eliminating the requirement for medical visits simply to read X-rays. In the context of joint analysis, our suggested joint track methodology departs from the traditional keyboard and mouse matching technique, proposing an image-matching approach employing a joystick instead. However, we innovate this using a touch interface, which is more accurate and effective than joystick-based X-ray picture matching. Given the growing incidence of knee problems among women, a dataset concentrating only on knee examinations is chosen. Our study employs a hybrid image-matching technique, incorporating the Touch Bone Model (TBM) designed on a 3D modeler for knee matching on touch screens. Utilizing the Joint Track dataset, the results of DD are verified by the doctor. The results reveal whether the report is positive or negative. We saw increased efficiency and lower resource usage by incorporating TBM into the mobile version of DD, resulting in time and cost savings. This novel method is in line with the expanding environment of healthcare technology, intending to improve diagnostic processes while encouraging ease and resource efficiency. |
| format | Article |
| id | doaj-art-d25d22872c334a958d2d025b0c101722 |
| institution | OA Journals |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-d25d22872c334a958d2d025b0c1017222025-08-20T02:13:52ZengIEEEIEEE Access2169-35362025-01-0113727907281110.1109/ACCESS.2025.356056510964210Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User InterfaceAsma Bibi0Muhammad Faran Majeed1https://orcid.org/0000-0001-9734-1191Jaroslav Frnda2https://orcid.org/0000-0001-6065-3087Almas Abbasi3https://orcid.org/0000-0002-3449-6572Vladimir Bures4https://orcid.org/0000-0001-7788-7445Muhammad Shahid Anwar5https://orcid.org/0000-0001-8093-6690Bekbaev Gamzatdin6Department of Computer Science, Kohsar University Murree, Murree, Punjab, PakistanDepartment of Computer Science, Kohsar University Murree, Murree, Punjab, PakistanDepartment of Quantitative Methods and Economic Informatics, Faculty of Operation and Economics of Transport and Communications, University of Žilina, Zilina, SlovakiaDepartment of Computer Science, International Islamic University Islamabad, Islamabad, PakistanFaculty of Informatics and Management, University of Hradec Králové, Hradec Kralove, Czech RepublicDepartment of AI and Software, Gachon University, Seongnam-si, South KoreaDepartment of Finance and Digital Economics, Tashkent State University of Economics, Tashkent, UzbekistanThe Digital Medical Doctor (DD) platform takes a unique approach by allowing X-ray interpretation through touch devices, eliminating the requirement for medical visits simply to read X-rays. In the context of joint analysis, our suggested joint track methodology departs from the traditional keyboard and mouse matching technique, proposing an image-matching approach employing a joystick instead. However, we innovate this using a touch interface, which is more accurate and effective than joystick-based X-ray picture matching. Given the growing incidence of knee problems among women, a dataset concentrating only on knee examinations is chosen. Our study employs a hybrid image-matching technique, incorporating the Touch Bone Model (TBM) designed on a 3D modeler for knee matching on touch screens. Utilizing the Joint Track dataset, the results of DD are verified by the doctor. The results reveal whether the report is positive or negative. We saw increased efficiency and lower resource usage by incorporating TBM into the mobile version of DD, resulting in time and cost savings. This novel method is in line with the expanding environment of healthcare technology, intending to improve diagnostic processes while encouraging ease and resource efficiency.https://ieeexplore.ieee.org/document/10964210/Touch bone modeldigital doctor3DUIVRsix degrees of freedom |
| spellingShingle | Asma Bibi Muhammad Faran Majeed Jaroslav Frnda Almas Abbasi Vladimir Bures Muhammad Shahid Anwar Bekbaev Gamzatdin Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface IEEE Access Touch bone model digital doctor 3DUI VR six degrees of freedom |
| title | Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface |
| title_full | Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface |
| title_fullStr | Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface |
| title_full_unstemmed | Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface |
| title_short | Holistic Digital Doctor for X-Ray Reading Using VR-Enhanced 3D Touch Bone Model User Interface |
| title_sort | holistic digital doctor for x ray reading using vr enhanced 3d touch bone model user interface |
| topic | Touch bone model digital doctor 3DUI VR six degrees of freedom |
| url | https://ieeexplore.ieee.org/document/10964210/ |
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