Application of Deep Learning in Biomedical Image Processing

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Frontiers in Molecular Biosciences

Molecular Diagnostics and Therapeutics

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Articles

Hybrid feature fusion in cervical cancer cytology: a novel dual-module approach framework for lesion detection and classification using radiomics, deep learning, and reproducibility

RetinalVasNet: a deep learning approach for robust retinal microvasculature detection

LarynxFormer: a transformer-based framework for processing and segmenting laryngeal images

An automatic laryngoscopic image segmentation system based on SAM prompt engineering: from glottis annotation to vocal fold segmentation

Deep learning for MRI-based acute and subacute ischaemic stroke lesion segmentation—a systematic review, meta-analysis, and pilot evaluation of key results

Deep learning and radiomics-driven algorithm for automated identification of May-Thurner syndrome in Iliac CTV imaging

LT-YOLO: long-term temporal enhanced YOLO for stenosis detection on invasive coronary angiography

Using novel deep learning models for rapid and efficient assistance in monkeypox screening from skin images

Frontiers in Molecular Biosciences

Molecular Diagnostics and Therapeutics