AI Medical Compendium

Vietnamese Odonata: bridging global biodiversity, ecological, and conservation gaps in a changing world.

npj biodiversity Apr 1, 2026

Vietnam is a global hotspot, hosting 493 Odonata species, with ~95% evaluated by the IUCN. Odonata species play vital ecological roles in aquatic and terrestrial ecosystems; yet, they face escalating threats from climate change, habitat loss, and pol... read more

Artificial intelligence assisted colorectal lesion detection in private practices a randomized controlled study.

NPJ digital medicine Apr 1, 2026

Computer-aided colonoscopy (CAC) may improve polyp detection and characterization compared to traditional colonoscopy (TC). However, recent studies also reported no relevant effect on adenoma detection rate (ADR). This study evaluates the real-time p... read more

Gene regulatory landscape dissected by single-cell four-omics sequencing.

Nature Apr 1, 2026

Cellular diversity is governed not only by the transcriptome but also by multiple layers of epigenomic regulation, including nucleosome occupancy, chromatin states and genome architecture1-3. Here, to comprehensively understand how these regulatory m... read more

A view-flexible deep learning framework for automated analysis of 2D echocardiography.

NPJ cardiovascular health Apr 1, 2026

Echocardiography traditionally requires experienced operators to select and interpret clips from specific viewing angles. Clinical decision-making is therefore limited for handheld cardiac ultrasound (HCU), which is often collected by novice users. I... read more

Multimodality treatment and survival in primary cardiac malignancies: evidence from competing-risk and machine learning analyses.

Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico Apr 1, 2026

BACKGROUND: Primary cardiac malignancies are rare and highly aggressive, with limited clinical evidence to guide optimal treatment. This study evaluated the association between multimodal treatments and survival outcomes under competing-risk conditio... read more

Automated multi-class ECG arrhythmia detection using VMD and multi-task optimization.

Scientific reports Apr 1, 2026

Electrocardiogram (ECG) classification is essential for accurately detecting and tracking heart rhythm disorders. This study proposes a multi-class ECG classification framework for identifying cardiac arrhythmias like Atrial Fibrillation (AF), Ventri... read more

Lightweight vision transformer and ResNet-9 models for real-time plant disease detection and pest classification with SHAP explainability.

BMC plant biology Apr 1, 2026

Artificial Intelligence Medical Compendium

Vietnamese Odonata: bridging global biodiversity, ecological, and conservation gaps in a changing world.

Artificial intelligence assisted colorectal lesion detection in private practices a randomized controlled study.

Gene regulatory landscape dissected by single-cell four-omics sequencing.

A view-flexible deep learning framework for automated analysis of 2D echocardiography.

Multimodality treatment and survival in primary cardiac malignancies: evidence from competing-risk and machine learning analyses.

Automated multi-class ECG arrhythmia detection using VMD and multi-task optimization.

Lightweight vision transformer and ResNet-9 models for real-time plant disease detection and pest classification with SHAP explainability.

Machine learning for multi-omics data integration in crop improvement: a systematic review.

Development of a machine learning-based screening model for the risk of depression among the elderly in China.

Deep learning framework for predicting EGFR mutation status from H&E whole slide images in lung adenocarcinoma.

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