AI Medical Compendium

Multiclass Classification of Renal Tumor Subtypes: Addressing Diagnostic Challenges Using a Texture-Informed Deep Hybrid CNN-Transformer.

Journal of imaging informatics in medicine Apr 14, 2026

Accurate histopathological classification of renal cell carcinoma (RCC), along with its distinction from benign mimickers, is essential for precision oncology and optimal patient management. The morphological complexity and subtle differences among R... read more

MRI-based spatio-temporal atlas of ganglionic eminence.

European radiology experimental Apr 14, 2026

OBJECTIVE: Fetal brain magnetic resonance imaging (MRI) provides insights into the architecture of the human brain. Recently, an increasing interest has been posed on transient brain structures, such as the ganglionic eminence (GE), to better underst... read more

Automatic monitoring of single-wall MAPSE by transesophageal echocardiography for tracking global left ventricular function irrespective of regional hypokinesia: a secondary analysis.

Intensive care medicine experimental Apr 14, 2026

BACKGROUND: Measuring mitral annular plane systolic excursion (MAPSE) serially in a single wall may be an effective method for monitoring global left ventricular (LV) function, especially when automated with a novel deep learning method using transes... read more

MEDI-SLATE: medical imaging slide-lecture aligned teaching ensemble.

Visual computing for industry, biomedicine, and art Apr 14, 2026

Slide-based lectures remain the primary means by which undergraduate students learn about the mathematical, physical, and systems-level foundations of medical imaging. However, despite their central educational role, no openly available dataset pairs... read more

Exploration of the roles of SSR2 in hepatocellular carcinogenesis based on single-cell transcriptomics and spatial transcriptomics.

Discover oncology Apr 14, 2026

BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common types of cancer globally. However, HCC features poor prognosis due to complex pathogenesis and limitations of therapeutic approaches. METHOD: To improve the prognosis of HCC patient... read more

Real-time target tracking using image registration and motion prediction.

International journal of computer assisted radiology and surgery Apr 14, 2026

PURPOSE: Real-time tracking of anatomical targets is critical in numerous clinical interventions. In magnetic resonance-guided therapies, targets are typically tracked only in 2D or pseudo-3D, and system latencies from image acquisition and processin... read more

Machine Learning-Based Identification of Molecular Signatures in PTOA Cell Subtypes via Single-Cell Transcriptomics in a Mouse Model.

Stem cell reviews and reports Apr 14, 2026

Integrative multi-omics analysis identifies PAICS as a key regulator of epithelial-mesenchymal transition in breast cancer metastasis.

Discover oncology Apr 14, 2026

BACKGROUND: Breast cancer metastasis remains a major clinical challenge due to its complex molecular mechanisms, highlighting the need to identify key regulatory factors. METHODS: Multiple breast cancer metastasis datasets were integrated to comprehe... read more

Long-Term Exposure to Fine Particulate Matter and Kidney Function among Patients with Polycystic Kidney Disease.

Clinical journal of the American Society of Nephrology : CJASN Apr 14, 2026

BACKGROUND: Polycystic kidney disease (PKD) is the fourth leading cause of end-stage kidney disease. Although the condition is primarily genetic, environmental exposures such as air pollution may influence disease progression. METHODS: We investigate... read more

Nanobiosensors and Artificial Intelligence Strategies for Glycan Profiling in Cancer Progression: A Critical Review.

ACS sensors Apr 14, 2026

Glycans are complex carbohydrates that are integral to cancer progression and tumor biology. Conventional methods face challenges due to the structural diversity and low abundance of glycans, limiting the detection of cancer-associated glycan signatu... read more

Artificial Intelligence Medical Compendium