AIMC Topic: Deep Learning

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Advancing respiratory disease diagnosis: A deep learning and vision transformer-based approach with a novel X-ray dataset.

Computers in biology and medicine Jun 9, 2025
With the increasing prevalence of respiratory diseases such as pneumonia and COVID-19, timely and accurate diagnosis is critical. This paper makes significant contributions to the field of respiratory disease classification by utilizing X-ray images ...
Humans COVID-19 Respiratory Tract Diseases SARS-CoV-2 Deep Learning
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ADC-MambaNet: a lightweight U-shaped architecture with mamba and multi-dimensional priority attention for medical image segmentation.

Biomedical physics & engineering express Jun 9, 2025
Medical image segmentation is becoming a growing crucial step in assisting with disease detection and diagnosis. However, medical images often exhibit complex structures and textures, resulting in the need for highly complex methods. Particularly, wh...
Neural Networks, Computer Image Processing, Computer-Assisted Algorithms Humans Deep Learning
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AI-powered remote monitoring of brain responses to clear and incomprehensible speech via speckle pattern analysis.

Journal of biomedical optics Jun 9, 2025
SIGNIFICANCE: Functional magnetic resonance imaging provides high spatial resolution but is limited by cost, infrastructure, and the constraints of an enclosed scanner. Portable methods such as functional near-infrared spectroscopy and electroencepha...
Brain Speech Neural Networks, Computer Young Adult Female Male Adult Image Processing, Computer-Assisted Artificial Intelligence Deep Learning Humans
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Artificial Intelligence for Head and Neck Squamous Cell Carcinoma: From Diagnosis to Treatment.

American Society of Clinical Oncology educational book. American Society of Clinical Oncology. Annual Meeting Jun 9, 2025
Head and neck squamous cell carcinoma (HNSCC) remains a globally prevalent malignancy with high morbidity and mortality. Despite therapeutic advances, patient outcomes are hindered by tumor heterogeneity, treatment-related toxicity, and the limitatio...
Head and Neck Neoplasms Humans Artificial Intelligence Deep Learning Squamous Cell Carcinoma of Head and Neck Prognosis
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Enhancing corn industry sustainability through deep learning hybrid models for price volatility forecasting.

PloS one Jun 9, 2025
The fluctuations in corn prices not only increase uncertainty in the market but also affect farmers' planting decisions and income stability, while also impeding crucial investments in sustainable agricultural practices. Collectively, these factors j...
Models, Economic Agriculture Zea mays Forecasting Commerce Deep Learning
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BanglaNewsClassifier: A machine learning approach for news classification in Bangla Newspapers using hybrid stacking classifiers.

PloS one Jun 9, 2025
Bangla news floods the web, and the need for smarter and more efficient classification techniques is greater than ever. Previous studies mostly focused on traditional models, overlooking the potential of hybrid techniques to handle the ever-growing c...
Deep Learning Algorithms Newspapers as Topic Humans Support Vector Machine Language Machine Learning
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Data-Augmented Deep Learning Algorithm for Accurate Control of Bioethanol Fermentation Using an Online Raman Analyzer.

Biotechnology and bioengineering Jun 8, 2025
Fed-batch fermentation has become the preferred strategy in many industrial biomanufacturing processes. However, a key challenge remains in optimizing the feeding strategy to achieve stable maximum yields. In this study, we present an online Raman sp...
Algorithms Deep Learning Bioreactors Fermentation Saccharomyces cerevisiae Spectrum Analysis, Raman Ethanol
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Tailoring task arithmetic to address bias in models trained on multi-institutional datasets.

Journal of biomedical informatics Jun 8, 2025
OBJECTIVE: Multi-institutional datasets are widely used for machine learning from clinical data, to increase dataset size and improve generalization. However, deep learning models in particular may learn to recognize the source of a data element, lea...
Bias Datasets as Topic Databases, Factual SARS-CoV-2 Deep Learning Machine Learning Natural Language Processing COVID-19 Humans
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Enhancing and advancements in deep learning for melanoma detection: A comprehensive review.

Computers in biology and medicine Jun 7, 2025
Melanoma, although not the most common skin cancer, poses a significant global health challenge, particularly in Europe, where incidence rates are high. Traditional melanoma diagnosis through biopsies can be invasive, but advancements in artificial i...
Humans Melanoma Image Interpretation, Computer-Assisted Skin Neoplasms Deep Learning
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SCAI-Net: An AI-driven framework for optimized, fast, and resource-efficient skull implant generation for cranioplasty using CT images.

Computers in biology and medicine Jun 7, 2025
Skull damage caused by craniectomy or trauma necessitates accurate and precise Patient-Specific Implant (PSI) design to restore the cranial cavity. Conventional Computer-Aided Design (CAD)-based methods for PSI design are highly infrastructure-intens...
Artificial Intelligence Prostheses and Implants Tomography, X-Ray Computed Skull Image Processing, Computer-Assisted Plastic Surgery Procedures Deep Learning Humans
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