Advancing breast ultrasound diagnostics through hybrid deep learning models
Today, doctors rely heavily on medical imaging to identify abnormalities. Proper
classification of these abnormalities enables them to take informed actions, leading to early …
classification of these abnormalities enables them to take informed actions, leading to early …
An enhanced soft-computing based strategy for efficient feature selection for timely breast cancer prediction: Wisconsin Diagnostic Breast Cancer dataset case
When contemplating the improvement of overall performance in machine learning (ML)
models, a critical strategy for optimizing data preparation is feature selection (FS). There has …
models, a critical strategy for optimizing data preparation is feature selection (FS). There has …
An Efficient Denoising of Medical Images Through Convolutional Neural Network
K Soni Sharmila, SP Manikanta… - … on Cognitive Computing …, 2023 - Springer
Denoising medical images is a critical step in enhancing image quality and improving
diagnostic accuracy. In this work, an efficient denoising method has been proposed for …
diagnostic accuracy. In this work, an efficient denoising method has been proposed for …
Multi‐model deep learning system for screening human monkeypox using skin images
Purpose Human monkeypox (MPX) is a viral infection that transmits between individuals via
direct contact with animals, bodily fluids, respiratory droplets, and contaminated objects like …
direct contact with animals, bodily fluids, respiratory droplets, and contaminated objects like …
Multi-Model Deep Learning System for Screening Human Monkeypox Using Skin Images
sion dataset. Results: By amalgamating features extracted from all three CNNs and utilizing
the medium Gaussian kernel of the SVM classifier, our proposed system achieves an …
the medium Gaussian kernel of the SVM classifier, our proposed system achieves an …
Unimodal Approach for Detection and Classification of Breast Cancer Using Mask Scoring R-CNN
P Kumar, MS Deepak, SD Suchandra… - … on Cognitive, Green …, 2024 - ieeexplore.ieee.org
Breast cancer, a highly aggressive disease affecting women, presents abnormalities like
masses, calcification, and lumps, causing more deaths than any other cancer. Early …
masses, calcification, and lumps, causing more deaths than any other cancer. Early …