Automatic classification of acute lymphoblastic leukemia cells and lymphocyte subtypes based on a novel convolutional neural network
Sign Up to like & getrecommendations! Published in 2024 at "Microscopy Research and Technique"
DOI: 10.1002/jemt.24551
Abstract: Acute lymphoblastic leukemia (ALL) is a life‐threatening disease that commonly affects children and is classified into three subtypes: L1, L2, and L3. Traditionally, ALL is diagnosed through morphological analysis, involving the examination of blood and… read more here.
Keywords: convolutional neural; novel convolutional; lymphocyte subtypes; acute lymphoblastic ... See more keywords
A novel convolutional neural network for reconstructing surface electrocardiograms from intracardiac electrograms and vice versa
Sign Up to like & getrecommendations! Published in 2021 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2021.102135
Abstract: We propose a novel convolutional neural network framework for mapping a multivariate input to a multivariate output. In particular, we implement our algorithm within the scope of 12-lead surface electrocardiogram (ECG) reconstruction from intracardiac electrograms… read more here.
Keywords: ecg; novel convolutional; convolutional neural; model ... See more keywords
A Novel Convolutional Neural Network Model for Automatic Speaker Identification From Speech Signals
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DOI: 10.1109/access.2024.3385858
Abstract: Since voice communication is the most frequent form of human communication, it is necessary to identify each speaker in a discussion. The development of advanced computer processing units, deep learning techniques and publicly available datasets… read more here.
Keywords: convolutional neural; novel convolutional; speaker; speech ... See more keywords
BengaliNet: A Low-Cost Novel Convolutional Neural Network for Bengali Handwritten Characters Recognition
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11156845
Abstract: As it is the seventh most-spoken language and fifth most-spoken native language in the world, the domain of Bengali handwritten character recognition has fascinated researchers for decades. Although other popular languages i.e., English, Chinese, Hindi,… read more here.
Keywords: novel convolutional; bengali; bengali handwritten; cost novel ... See more keywords