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Convolutional neural network techniques for brain tumor classification (from 2015 to 2022): Review, challenges, and future perspectives
Convolutional neural networks (CNNs) constitute a widely used deep learning approach that
has frequently been applied to the problem of brain tumor diagnosis. Such techniques still …
has frequently been applied to the problem of brain tumor diagnosis. Such techniques still …
A review of recent advances in brain tumor diagnosis based on ai-based classification
R Kaifi - Diagnostics, 2023 - mdpi.com
Uncontrolled and fast cell proliferation is the cause of brain tumors. Early cancer detection is
vitally important to save many lives. Brain tumors can be divided into several categories …
vitally important to save many lives. Brain tumors can be divided into several categories …
Enhancing brain tumor classification through ensemble attention mechanism
Brain tumors pose a serious threat to public health, impacting thousands of individuals
directly or indirectly worldwide. Timely and accurate detection of these tumors is crucial for …
directly or indirectly worldwide. Timely and accurate detection of these tumors is crucial for …
[HTML][HTML] A comprehensive machine-learning model applied to MRI to classify germinomas of the pineal region
Abstract Background Pineal region tumors (PRTs) are highly histologically heterogeneous.
Germinoma is the most common PRT and is treatable with radiotherapy and chemotherapy …
Germinoma is the most common PRT and is treatable with radiotherapy and chemotherapy …
A deep learning model for differentiating paediatric intracranial germ cell tumour subtypes and predicting survival with MRI: a multicentre prospective study
Background The pretherapeutic differentiation of subtypes of primary intracranial germ cell
tumours (iGCTs), including germinomas (GEs) and nongerminomatous germ cell tumours …
tumours (iGCTs), including germinomas (GEs) and nongerminomatous germ cell tumours …
Computational investigation of glass temperature distribution in parabolic trough solar collector relating to humid conditions
The current work investigates the effect of humid conditions on the glass cover temperature
distribution of the parabolic trough solar collector system. For the aforementioned work, a …
distribution of the parabolic trough solar collector system. For the aforementioned work, a …
[HTML][HTML] Artificial intelligence applications in pediatric oncology diagnosis
Y Yang, Y Zhang, Y Li - Exploration of targeted anti-tumor therapy, 2023 - ncbi.nlm.nih.gov
Artificial intelligence (AI) algorithms have been applied in abundant medical tasks with high
accuracy and efficiency. Physicians can improve their diagnostic efficiency with the …
accuracy and efficiency. Physicians can improve their diagnostic efficiency with the …
[HTML][HTML] Quantum computational infusion in extreme learning machines for early multi-cancer detection
A timely and accurate cancer diagnosis is essential for improving treatment outcomes. This
study presents a hybrid model integrating Extreme Learning Machine (ELM) with FuNet …
study presents a hybrid model integrating Extreme Learning Machine (ELM) with FuNet …
Predicting Paediatric Brain Disorders from MRI Images Using Advanced Deep Learning Techniques
The problem at hand is the significant global health challenge posed by children's diseases,
where timely and accurate diagnosis is crucial for effective treatment and management …
where timely and accurate diagnosis is crucial for effective treatment and management …
[HTML][HTML] Monosodium Glutamate Treatment Elevates the Immunoreactivity of GFAP and S100β in Caudate Nucleus of the Striatum in Rats
K Rycerz, A Krawczyk, J Jaworska-Adamu… - Biomedicines, 2024 - mdpi.com
Background Monosodium glutamate (MSG) in its anionic form, glutamate, is one of the main
excitatory amino acids. Excess of this neurotransmitter may lead to excitotoxicity affecting …
excitatory amino acids. Excess of this neurotransmitter may lead to excitotoxicity affecting …