Gamma function based ensemble of CNN models for breast cancer detection in histopathology images

S Majumdar, P Pramanik, R Sarkar - Expert Systems with Applications, 2023 - Elsevier
Breast cancer is the second deadliest disease amongst women worldwide. Breast
histopathology image analysis is one of the most powerful ways used for the detection of …

Breast cancer detection in thermograms using a hybrid of GA and GWO based deep feature selection method

R Pramanik, P Pramanik, R Sarkar - Expert Systems with Applications, 2023 - Elsevier
Breast cancer is one of the most common reasons for the premature death of women
worldwide. However, early detection and diagnosis of the same can save many lives …

CerCan· Net: Cervical cancer classification model via multi-layer feature ensembles of lightweight CNNs and transfer learning

O Attallah - Expert Systems with Applications, 2023 - Elsevier
Cervical cancer ranks among the most prevalent causes of fatality in women around the
world. Early diagnosis is essential for treating cervical cancer using pap smear slides, but it …

A Novel Approach Using Learning Algorithm for Parkinson's Disease Detection with Handwritten Sketches'

A Shrivastava, M Chakkaravarthy… - Cybernetics and …, 2022 - Taylor & Francis
The degenerative neurological condition known as Parkinson's disease is distinguished by
tremors, stiffness, and difficulties with walking, balance, and motor coordination. Parkinson's …

Monkeypox detection from skin lesion images using an amalgamation of CNN models aided with Beta function-based normalization scheme

R Pramanik, B Banerjee, G Efimenko, D Kaplun… - Plos one, 2023 - journals.plos.org
We have recently been witnessing that our society is starting to heal from the impacts of
COVID-19. The economic, social and cultural impacts of a pandemic cannot be ignored and …

Cervical cancer diagnosis based on multi-domain features using deep learning enhanced by handcrafted descriptors

O Attallah - Applied Sciences, 2023 - mdpi.com
Cervical cancer, among the most frequent adverse cancers in women, could be avoided
through routine checks. The Pap smear check is a widespread screening methodology for …

TOPSIS aided ensemble of CNN models for screening COVID-19 in chest X-ray images

R Pramanik, S Dey, S Malakar, S Mirjalili, R Sarkar - Scientific Reports, 2022 - nature.com
Abstract The novel coronavirus (COVID-19), has undoubtedly imprinted our lives with its
deadly impact. Early testing with isolation of the individual is the best possible way to curb …

Interpretable pap-smear image retrieval for cervical cancer detection with rotation invariance mask generation deep hashing

E Özbay, FA Özbay - Computers in Biology and Medicine, 2023 - Elsevier
Cervical cancer is a common disease in women, affecting their lives negatively and often
resulting in death. Pap-smear tests are preferred by doctors as the primary tool in the early …

Deep learning-based computational cytopathologic diagnosis of metastatic breast carcinoma in pleural fluid

HS Park, Y Chong, Y Lee, K Yim, KJ Seo, G Hwang… - Cells, 2023 - mdpi.com
A Pleural effusion cytology is vital for treating metastatic breast cancer; however, concerns
have arisen regarding the low accuracy and inter-observer variability in cytologic diagnosis …

A systematic review and research recommendations on artificial intelligence for automated cervical cancer detection

SK Khare, V Blanes‐Vidal, BB Booth… - … : Data Mining and …, 2024 - Wiley Online Library
Early diagnosis of abnormal cervical cells enhances the chance of prompt treatment for
cervical cancer (CrC). Artificial intelligence (AI)‐assisted decision support systems for …