[HTML][HTML] A magnification-independent method for breast cancer classification using transfer learning

V Kumari, R Ghosh - Healthcare Analytics, 2023 - Elsevier
Breast cancer is the most common and diagnosed cancer among women worldwide.
Doctors use breast imaging reporting and data systems to classify breast density. This study …

A semi-self-supervised learning model to recognize handwritten characters in ancient documents in Indian scripts

A Jindal, R Ghosh - Neural Computing and Applications, 2024 - Springer
An optical character recognition (OCR) system segments the character from the given
document before recognizing it. The recognition of such character images requires the class …

A deep learning approach for image and text classification using neutrosophy

MA Wajid, A Zafar, MS Wajid - International Journal of Information …, 2024 - Springer
The proliferation of data on the web and on personal computers is a direct result of the
proliferation of new technologies and gadgets. Most of these pieces of information are …

A hybrid deep learning model to recognize handwritten characters in ancient documents in Devanagari and Maithili scripts

A Jindal, R Ghosh - Multimedia Tools and Applications, 2024 - Springer
Any optical character recognition (OCR) system recognizes each and every character
present in any document image. But, the task of performing OCR in ancient handwritten …

CNN-based Thai handwritten OCR: an application for automated mail sorting

S Prommas, T Siriborvornratanakul - International Journal of Information …, 2024 - Springer
Automated mail sorting machines commonly use Optical Character Recognition (OCR) to
recognize destination postcodes on envelopes and sort them accordingly. However, errors …

Newspaper text recognition in Bengali script using support vector machine

R Ghosh - Multimedia Tools and Applications, 2024 - Springer
Newspapers contain huge amount of important information on current affairs as well as
notable past events. Browsing the digital versions of newspaper documents will become …

An approach combining convolutional layers and gated recurrent unit to recognize human activities

MS Ullah, R Ghosh - Multimedia Tools and Applications, 2023 - Springer
Human activity recognition (HAR) involves the prediction of movement type of a human,
based on raw data being captured from wearable sensors or vision based sensors. HAR …

Script identification in handwritten and printed documents using convolutional recurrent connection

A Jindal - Multimedia Tools and Applications, 2024 - Springer
Identification of the script in multi-script handwritten or printed documents is one of the
essential component to recognize the text. The script identification module helps Optical …

Contextual information based segmentation and recognition of upper modifiers from Devanagari script

S Gaikwad, S Nalbalwar, A Nandgaonkar - International Journal of …, 2023 - Springer
The handwritten Devanagari script is one of the scripts which is tremendously followed by
the researchers to learn the machine due to its complex structures and similarity in shapes of …

Prediction of Health Insurance Price using Machine Learning Algorithms

S Goel, A Chaudhary - 2024 11th International Conference on …, 2024 - ieeexplore.ieee.org
In the realm of health insurance pricing prediction, this research leverages advanced
machine learning techniques, including linear regression and neural networks, to uncover …