CerviFormer: A Pap-smear based cervical cancer classification method using cross attention and latent transformer

no code implementations • 17 Mar 2023 • Bhaswati Singha Deo, Mayukha Pal, Prasanta K. Panigarhi, Asima Pradhan

This study proposes a cross-attention-based Transfomer approach for the reliable classification of cervical cancer in Pap smear images.

Classification

Wavelet based approach for tissue fractal parameter measurement: Pre cancer detection

no code implementations • 21 Mar 2015 • Sabyasachi Mukhopadhyay, Nandan K. Das, Soham Mandal, Sawon Pratiher, Asish Mitra, Asima Pradhan, Nirmalya Ghosh, Prasanta K. Panigrahi

In this paper, we have carried out the detail studies of pre-cancer by wavelet coherency and multifractal based detrended fluctuation analysis (MFDFA) on differential interference contrast (DIC) images of stromal region among different grades of pre-cancer tissues.