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Machine learning approaches for image classification in developmental biology and clinical embryology
C Mapstone, B Plusa - Development, 2025 - journals.biologists.com
The rapid increase in the amount of available biological data together with increasing
computational power and innovative new machine learning algorithms has resulted in great …
computational power and innovative new machine learning algorithms has resulted in great …
Recognizing beam profiles from silicon photonics gratings using a transformer model
YD Lim, HY Li, SC Kiat Goh, X Wang, P Zhao… - Optics …, 2024 - opg.optica.org
Over the past decade, there has been extensive work in develo** integrated silicon
photonics (SiPh) gratings for the optical addressing of trapped ion qubits among the ion trap …
photonics (SiPh) gratings for the optical addressing of trapped ion qubits among the ion trap …
[PDF][PDF] Tumor ViT-GRU-XAI: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt
Brain tumors, marked by unchecked cell proliferation within the central nervous system,
present substantial challenges for accurate diagnosis and effective treatment. Early and …
present substantial challenges for accurate diagnosis and effective treatment. Early and …
Automatic microplastic classification using dual-modality spectral and image data for enhanced accuracy
A Sukkuea, J Inpun, P Cherdsukjai, P Akkajit - Marine Pollution Bulletin, 2025 - Elsevier
The development of an automatic microplastic (MPs) classification system using spectra is
crucial due to the time-consuming and error-prone nature of analyzing individual spectra …
crucial due to the time-consuming and error-prone nature of analyzing individual spectra …
[HTML][HTML] GATransformer: A Graph Attention Network-Based Transformer Model to Generate Explainable Attentions for Brain Tumor Detection
Brain tumors profoundly affect human health owing to their intricacy and the difficulties
associated with early identification and treatment. Precise diagnosis is essential for effective …
associated with early identification and treatment. Precise diagnosis is essential for effective …
ViT-GRU: Advanced Brain Tumor Diagnosis Framework: Vision Transformer and GRU Integration for Improved MRI Analysis: A Case Study of Egypt
M Aly, A Ghallab, IS Fathi - IEEE Access, 2024 - ieeexplore.ieee.org
Brain tumors, marked by unchecked cell proliferation within the central nervous system,
present substantial challenges for accurate diagnosis and effective treatment. Early and …
present substantial challenges for accurate diagnosis and effective treatment. Early and …
[HTML][HTML] Decoding Schizophrenia: How AI-Enhanced fMRI Unlocks New Pathways for Precision Psychiatry
V Di Stefano, M D'Angelo, F Monaco… - Brain …, 2024 - pmc.ncbi.nlm.nih.gov
Schizophrenia, a highly complex psychiatric disorder, presents significant challenges in
diagnosis and treatment due to its multifaceted neurobiological underpinnings. Recent …
diagnosis and treatment due to its multifaceted neurobiological underpinnings. Recent …
HViTML: Hybrid vision transformer with machine learning-based classification model for glaucomatous eye
Glaucoma is currently one of the most significant causes of permanent blindness. Fundus
imaging is the most popular glaucoma screening method because of the compromises it has …
imaging is the most popular glaucoma screening method because of the compromises it has …
MIAFEx: An Attention-based Feature Extraction Method for Medical Image Classification
Feature extraction techniques are crucial in medical image classification; however, classical
feature extractors in addition to traditional machine learning classifiers often exhibit …
feature extractors in addition to traditional machine learning classifiers often exhibit …
Large-scale cross-modality pretrained model enhances cardiovascular state estimation and cardiomyopathy detection from electrocardiograms: An AI system …
Z Ding, Y Hu, Y Xu, C Zhao, Z Li, Y Mao, H Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Cardiovascular diseases (CVDs) present significant challenges for early and accurate
diagnosis. While cardiac magnetic resonance imaging (CMR) is the gold standard for …
diagnosis. While cardiac magnetic resonance imaging (CMR) is the gold standard for …