Latest AI and machine learning research in dermatology for healthcare professionals.
Purpose: Segmentation of the breast lesion in dynamic contrast-enhanced magnetic resonance imaging...
The three-dimensional (3D) morphology of cells emerges from complex cellular and environmental inter...
Automatic tissue segmentation and nuclei detection is an important task in pathology, aiding in bi...
Immune checkpoint inhibitors (ICIs) are widely used in cancer treatment, yet their impact on bone he...
Deep learning has achieved significant advancements in medical image segmentation, but existing mo...
Background: Predicting the efficacy of combination therapies is a critical challenge in clinical d...
To develop PixelSIFT-UNet, a novel semantic segmentation model that integrates deep learning with s...
Melanoma is a malignant tumor originating from skin cell lesions. Accurate and efficient segmentat...
Automated CT report generation plays a crucial role in improving diagnostic accuracy and clinical ...
Facial acne is a common disease, especially among adolescents, negatively affecting both physicall...
RNA biomarkers enable early and precise disease diagnosis, monitoring, and prognosis, facilitating p...
Fully-supervised lesion recognition methods in medical imaging face challenges due to the reliance...
In this work, we present LesionLocator, a framework for zero-shot longitudinal lesion tracking and...
Millions of melanocytic skin lesions are examined by pathologists each year, the majority of which...
Vision-language models in pathology enable multimodal case retrieval and automated report generati...
Medical imaging spans diverse tasks and modalities which play a pivotal role in disease diagnosis,...
BACKGROUND: In dermatology, the applications of machine learning (ML), an artificial intelligence (A...
We can achieve fast and consistent early skin cancer detection with recent developments in compute...
Using methylation characteristics of human genes to construct machine learning predictive models fo...
Magnetic resonance imaging (MRI) is a potent diagnostic tool for detecting pathological tissues in...
BACKGROUND: Epidermal growth factor receptor (EGFR) sensitive mutation is one of the effective targe...