Web: http://arxiv.org/abs/2206.08275

June 17, 2022, 1:11 a.m. | Ruoyu Wang, Syed Ali Khurram, Amina Asif, Lawrence Young, Nasir Rajpoot

cs.LG updates on arXiv.org arxiv.org

The aetiology of head and neck squamous cell carcinoma (HNSCC) involves
multiple carcinogens such as alcohol, tobacco and infection with human
papillomavirus (HPV). As the HPV infection influences the prognosis, treatment
and survival of patients with HNSCC, it is important to determine the HPV
status of these tumours. In this paper, we propose a novel triplet-ranking loss
function and a multiple instance learning pipeline for HPV status prediction.
This achieves a new state-of-the-art performance in HPV detection using only
the …

arxiv cv framework head images learning ranking

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