Gastroenterology

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

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Deep learning classification of nasal anatomical variants on computed tomography for endoscopic sinus surgery.

Endoscopic sinus surgery (ESS) carries risks such as vision loss and intracranial injury due to the ...

Jul 2026 42386894
Impact of artificial intelligence intervention on awareness of anatomical landmarks in laparoscopic gastrectomy: An exploratory study.

BACKGROUND: We have developed gastric cancer/gastrectomy artificial intelligence (gAI) that leverage...

(2)
Jul 2026 42387009
Deep Learning-Based Reconstruction Improves Image Quality in Canine Cranial Abdominal MRI: A Prospective Pilot Study.

The application of deep learning-based reconstruction (DLR) to magnetic resonance imaging (MRI) has ...

Jul 2026 42216717
Machine-learning prediction of affinity and epistasis in the bovine pancreatic trypsin inhibitor-chymotrypsin complex.

Protein-protein interactions (PPIs) are shaped by evolutionary pressures that fine-tune binding affi...

(1)
Jul 2026 42246481
Deep learning-based dose prediction for MR-guided prostate SIB: Supporting rapid feasibility assessment and adaptive editing margin selection.

BACKGROUND: The template-based treatment planning workflow in the Unity magnetic resonance-guided li...

(1)
Jul 2026 42376806
Multiblock Chemometric and Machine Learning Optimization of Energy-Assisted Extraction From Hawthorn (Crataegus songarica K. Koch) Fruit.

Efficient recovery of phenolic compounds is critical for valorizing Crataegus songarica K. Koch for ...

(1)
Jul 2026 42376923
Multimodal artificial intelligence models for liver fibrosis staging: a scoping review.

Multimodal artificial intelligence (AI) approaches integrating heterogeneous data sources represent ...

Jul 2026 42380350
Integrative Genomic and Clinical Profiling of Colorectal Cancer Liver Metastases to Guide Personalized Surgery and Liver Transplantation.

BACKGROUND/AIM: Colorectal cancer liver metastases (CRLM) remain a leading cause of cancer-related m...

(2)
Jul 2026 42373221
Effectiveness of CADe in Colonoscopy for Improved Adenoma and Polyp Detection Under Diverse Clinical Conditions.

BACKGROUND/AIM: Colonoscopy is the gold standard for colorectal cancer prevention, but its effective...

(1)
Jul 2026 42379779
Air pollution and hepatocellular carcinoma: Integrated network toxicology, machine learning, molecular docking and multiomics analysis.

Air pollution is closely related to the incidence and prognosis of hepatocellular carcinoma (HCC); h...

Jun 2026 42428344
Detecting Adverse Events Following Acute Care Encounters among Veterans Prescribed Non-Steroidal Anti-Inflammatory Drugs.

OBJECTIVES: To model the occurrence of adverse events (AEs) among Veterans prescribed nonsteroidal a...

(1)
Jun 2026 42441011
Automatic Phase and Sequence Identification in Gd-EOB-DTPA-Enhanced Liver MRI Using Deep Convolutional and Sequential Learning.

The purpose of this study is to develop and validate a deep learning model for automatic identificat...

Jun 2026 42380392
In vitro development of the Autonomous Colonoscope Robot System (ACRS) for fully automated colonoscope insertion.

BACKGROUND: In the field of colonoscopy, robotic systems have been developed to support or replace h...

(1)
Jun 2026 42380590
Retinal Vascular Features and Risk of Colorectal Cancer Incidence and Mortality: A Population-Based Cohort Study.

INTRODUCTION: Colorectal cancer (CRC) screening remains limited by invasiveness and suboptimal sensi...

Jun 2026 42380715
Emerging Role of AI in Gastroenterology and Hepatology: Revolutionizing Medical Device-Assisted Diagnosis.

Recent advancements in AI have emerged in the diagnosis of different diseases by enhancing the analy...

Jun 2026 42381323
Multi-omics Signature Predicts Anti-EGFR Therapy Benefit in Colorectal Cancer Liver Metastases: A Multi-center Cohort Study.

INTRODUCTION: Clinical management of RAS wild-type colorectal cancer liver metastases (CRLM) remains...

(7)
Jun 2026 42381328
APEX-NET: automated pancreatic evaluation network using early non-contrast CT.

OBJECTIVES: To develop and validate APEX-NET for early diagnosis and severity stratification of acut...

Jun 2026 42377437
Deep learning and machine learning in image-based hepatocellular carcinoma detection: a systematic review and meta-analysis.

BACKGROUND: Early detection and management are essential in hepatocellular carcinoma (HCC) care. Art...

Jun 2026 42377542
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