Papers by Susmija Jabbireddy
SIGGRAPH Asia 2022 Conference Papers
Bookmarks Related papers MentionsView impact
Cornell University - arXiv, May 9, 2022
Bookmarks Related papers MentionsView impact
2020 International Conference on 3D Vision (3DV), 2020
Bookmarks Related papers MentionsView impact
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016
Thermography, with high-resolution cameras, is being re-investigated as a possible breast cancer ... more Thermography, with high-resolution cameras, is being re-investigated as a possible breast cancer screening imaging modality, as it does not have the harmful radiation effects of mammography. This paper focuses on automatic extraction of medically interpretable non-vascular thermal features. We design these features to differentiate malignancy from different non-malignancy conditions, including hormone sensitive tissues and certain benign conditions, which have an increased thermal response. These features increase the specificity for breast cancer screening, which had been a long known problem in thermographic screening, while retaining high sensitivity. These features are also agnostic to different cameras and resolutions (up to an extent). On a dataset of around 78 subjects with cancer and 187 subjects without cancer, that have some benign diseases and conditions with thermal responses, we are able to get around 99% specificity while having 100% sensitivity. This indicates a potential break-through in thermographic screening for breast cancer. This shows promise for undertaking a comparison to mammography with larger numbers of subjects with more data variations.
Bookmarks Related papers MentionsView impact
2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)
Bookmarks Related papers MentionsView impact
2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)
Bookmarks Related papers MentionsView impact
Uploads
Papers by Susmija Jabbireddy