Kiran Pandey

Effective Screening and Classification of Cervical Precancer Biopsy Imagery

2017 · IEEE Transactions on NanoBioscience

Microscope images of biopsy samples of cervical precancers conventionally discriminated by histopathology, the current "gold standard" for cancer detection, showed that their correlation properties are segregated into different classes. The correlation domains clearly indicate increasing …

Selecting features by utilizing intuitionistic fuzzy Entropy method

2023 · Decision Making Applications in Management and Engineering

Feature selection is the most significant pre-processing activity, which intends to reduce the data dimensionality for enhancing the machine learning process. The evaluation of feature selection must consider classification, performance, efficiency, stability, and many factors. …