Gastroenterology

Latest AI and machine learning research in gastroenterology for healthcare professionals.

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Development of an AI model for DILI-level prediction using liver organoid brightfield images.

AI image processing techniques hold promise for clinical applications by enabling analysis of comple...

Jun 2025 40483291
Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking Study

While traditional computer vision models have historically struggled to generalize to endoscopic d...

The Latent Space Hypothesis: Toward Universal Medical Representation Learning

Medical data range from genomic sequences and retinal photographs to structured laboratory results...

Multiplexing and Sensing with Fluorescence Lifetime Imaging Microscopy Empowered by Phasor U-Net.

Fluorescence lifetime imaging microscopy (FLIM) has been widely used as an essential multiplexing an...

Jun 2025 40378347
Are Pixel-Wise Metrics Reliable for Sparse-View Computed Tomography Reconstruction?

Widely adopted evaluation metrics for sparse-view CT reconstruction--such as Structural Similarity...

Metabolic Dysfunction-Associated Steatotic Liver Disease Is Associated With Accelerated Brain Ageing: A Population-Based Study.

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) is linked to cognitive ...

Jun 2025 40296771
Rapid Identification and Typing of Carbapenem-Resistant Klebsiella pneumoniae Using MALDI-TOF MS and Machine Learning.

Use matrix-assisted laser desorption ionisation time-of-flight mass spectrometry (MALDI-TOF MS) to s...

Jun 2025 40522100
Innovations in the diagnosis, treatment, and management of disorders of gut-brain interaction (DGBI).

INTRODUCTION: Functional dyspepsia (FD) and irritable bowel syndrome (IBS) are the most prevalent di...

Jun 2025 40390189
Identification of AKTIP as a biomarker for fibrolamellar carcinoma using WGCNA and machine learning.

UNLABELLED: Fibrolamellar carcinoma (FLC) is a rare form of liver carcinoma with limited diagnostic ...

Jun 2025 40417661
Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach.

BACKGROUND: Liver diseases present a significant global health challenge and often require costly, i...

Jun 2025 40496881
Autophagy-related gene SQSTM1 predicts the prognosis of hepatocellular carcinoma.

BACKGROUND: The relationship between autophagy and the progression of hepatocellular carcinoma (HCC)...

Jun 2025 40378566
TIMELESS as a prognostic biomarker and therapeutic target in gastric cancer.

BACKGROUND: Gastric cancer (GC), one of the most prevalent malignancies worldwide, is characterized ...

Jun 2025 40390494
Optimizing Pix2Pix GAN With Attention Mechanisms for AI-Driven Polyp Segmentation in IoMT-Enabled Smart Healthcare.

This paper introduces an innovative approach for automated polyp segmentation in colonoscopy images,...

Jun 2025 37906497
Artificial intelligence-driven microRNA signature for early detection of gastric cancer: discovery and clinical functional exploration.

BACKGROUND: Gastric cancer (GC) is a leading cause of cancer-related deaths worldwide, with late-sta...

Jun 2025 40234666
Deep learning for liver lesion segmentation and classification on staging CT scans of colorectal cancer patients: a multi-site technical validation study.

AIM: To validate a liver lesion detection and classification model using staging computed tomography...

Jun 2025 40327945
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification.

A major challenge in applying deep learning to medical imaging is the paucity of annotated data. Thi...

Jun 2025 38713568
Modality-Aware Distillation Network for Microvascular Invasion Prediction of Hepatocellar Carcinoma From MRI Images.

Microvascular invasion (MVI) of hepatocellular carcinoma (HCC) is a crucial histopathologic prognost...

Jun 2025 40030752
Alpha test 1 robotic platform for traditional Chinese medicine pretreatment: Automated modular integration and quality control applications.

Sample pretreatment plays an important role in analytical performance, but it is often the rate-limi...

Jun 2025 40324688
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