A comprehensive review of computer-aided whole-slide image analysis: from datasets to feature extraction, segmentation, classification and detection approaches
With the development of Computer-aided Diagnosis (CAD) and image scanning techniques,
Whole-slide Image (WSI) scanners are widely used in the field of pathological diagnosis …
Whole-slide Image (WSI) scanners are widely used in the field of pathological diagnosis …
Automated diagnosis of leukemia: a comprehensive review
Leukemia is the rapid production of abnormal white blood cells that consequently affects the
blood and damages the bone marrow. The overproduction of abnormal and immature white …
blood and damages the bone marrow. The overproduction of abnormal and immature white …
A seven-layer convolutional neural network for chest CT-based COVID-19 diagnosis using stochastic pooling
(Aim) COVID-19 pandemic causes numerous death tolls till now. Chest CT is an effective
imaging sensor system to make accurate diagnosis.(Method) This article proposed a novel …
imaging sensor system to make accurate diagnosis.(Method) This article proposed a novel …
A survey of computer-aided tumor diagnosis based on convolutional neural network
Simple Summary One of the hottest areas in deep learning is computerized tumor diagnosis
and treatment. The identification of tumor markers, the outline of tumor growth activity, and …
and treatment. The identification of tumor markers, the outline of tumor growth activity, and …
An approach to classify white blood cells using convolutional neural network optimized by particle swarm optimization algorithm
K Balasubramanian, NP Ananthamoorthy… - Neural Computing and …, 2022 - Springer
Blood cell count is an important parameter in analysing a person's health condition. White
blood corpuscles (leukocytes) are responsible for deciding the immunity system of a person …
blood corpuscles (leukocytes) are responsible for deciding the immunity system of a person …
[HTML][HTML] Recent computational methods for white blood cell nuclei segmentation: A comparative study
AR Andrade, LHS Vogado, R de MS Veras… - Computer methods and …, 2019 - Elsevier
Background and objective: Leukaemia is a disease found worldwide; it is a type of cancer
that originates in the bone marrow and is characterised by an abnormal proliferation of white …
that originates in the bone marrow and is characterised by an abnormal proliferation of white …
A state-of-the-art survey of artificial neural networks for whole-slide image analysis: from popular convolutional neural networks to potential visual transformers
In recent years, with the advancement of computer-aided diagnosis (CAD) technology and
whole slide image (WSI), histopathological WSI has gradually played a crucial aspect in the …
whole slide image (WSI), histopathological WSI has gradually played a crucial aspect in the …
Automated analysis of blood smear images for leukemia detection: a comprehensive review
Leukemia, the malignancy of blood-forming tissues, becomes fatal if not detected in the early
stages. It is detected through a blood smear test that involves the morphological analysis of …
stages. It is detected through a blood smear test that involves the morphological analysis of …
[HTML][HTML] Detection of weather images by using spiking neural networks of deep learning models
The transmission of weather information of a location at certain time intervals affects the
living conditions of the people there directly or indirectly. According to weather information …
living conditions of the people there directly or indirectly. According to weather information …
A new convolutional neural network predictive model for the automatic recognition of hypogranulated neutrophils in myelodysplastic syndromes
A Acevedo, A Merino, L Boldú, A Molina… - Computers in Biology …, 2021 - Elsevier
Background Dysplastic neutrophils commonly show at least 2/3 reduction of the content of
cytoplasmic granules by morphologic examination. Recognition of less granulated …
cytoplasmic granules by morphologic examination. Recognition of less granulated …