Gastroenterology

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

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The Role of Artificial Intelligence and Texture Analysis in Interventional Radiological Treatments of Liver Masses: A Narrative Review.

Liver lesions, including both benign and malignant tumors, pose significant challenges in interventi...

Jan 2024 38505880
The effect of the re-segmentation method on improving the performance of rectal cancer image segmentation models.

BACKGROUND: Rapid and accurate segmentation of tumor regions from rectal cancer images can better un...

Jan 2024 38517809
A deep learning approach for acute liver failure prediction with combined fully connected and convolutional neural networks.

BACKGROUND: Acute Liver Failure (ALF) is a critical medical condition with rapid development, often ...

Jan 2024 38759076
A Preoperative Prediction Model for Lymph Node Metastasis in Patients with Gastric Cancer Using a Machine Learning-based Ultrasomics Approach.

OBJECTIVE: This study aimed to develop an ultrasomics model for predicting lymph node metastasis pre...

Jan 2024 38803184
A Dynamic Context Encoder Network for Liver Tumor Segmentation.

BACKGROUND: Accurate segmentation of liver tumor regions in medical images is of great significance ...

Jan 2024 38874025
Evaluation of Neoadjuvant Chemoradiotherapy Response in Rectal Cancer Using MR Images and Deep Learning Neural Networks.

INTRODUCTION: The aim of the study was to develop deep-learning neural networks to guide treatment d...

Jan 2024 38874041
Gastrointestinal tract disease detection via deep learning based structural and statistical features optimized hexa-classification model.

BACKGROUND: Gastrointestinal tract (GIT) diseases impact the entire digestive system, spanning from ...

Jan 2024 39031411
Machine Learning Identify Ferroptosis-Related Genes as Potential Diagnostic Biomarkers for Gastric Intestinal Metaplasia.

BACKGROUND: Gastric intestinal metaplasia(GIM) is an independent risk factor for GC, however, its pa...

Jan 2024 39169865
A Hybrid 2D Gaussian Filter and Deep Learning Approach with Visualization of Class Activation for Automatic Lung and Colon Cancer Diagnosis.

Cancer is a significant public health issue due to its high prevalence and lethality, particularly l...

Jan 2024 39632623
Prediction of T Stage of Rectal Cancer After Neoadjuvant Therapy by Multi-Parameter Magnetic Resonance Radiomics Based on Machine Learning Algorithms.

INTRODUCTION: Since the response of patients with rectal cancer (RC) to neoadjuvant therapy is highl...

Jan 2024 39668711
Deep Learning-based U-Mamba Model to Predict Differentiated Gastric Cancer using Radiomics Features from Spleen Segmentation.

OBJECTIVE: This study aimed to develop an automated method for segmenting spleen computed tomography...

Jan 2024 39710921
Real-World Screening Data for Liver Fibrosis in Psoriasis Patients Treated with Biologics.

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) is positively associate...

Jan 2024 39756942
Challenges involved in the application of artificial intelligence in gastroenterology: The race is on!

Gastroenterology is a particularly data-rich field, generating vast repositories of data that are a ...

Dec 2023 38186861
Development and evaluation of acceptance scale for artificial intelligence in digestive endoscopy by subjects.

OBJECTIVES: Digestive endoscopy is an important diagnostic and therapeutic tool for digestive system...

Dec 2023 38448378
[Robot Assisted Para-Aortic Lymphadenectomy in Gastric Cancer Surgery].

Para-aortic lymphadenectomy in gastric cancer surgery is a highly difficult surgical technique. In o...

Dec 2023 38303181
[A Case of Robot-Assisted Laparoscopic Surgery for Stenotic Sigmoid Colon Cancer with Simultaneous Lateral Lymph Node Metastasis].

The patient is a 63-year-old man. He visited his previous physician for abdominal pain. After close ...

Dec 2023 38303269
[Gentle Method to Elevate Left Liver Lobe in Robot Assisted Gastrectomy].

Robot-assisted gastrectomy with the Davinci XiTM has been performed in our department since August 2...

Dec 2023 38303276
[A Case of Robot-Assisted Abdominoperineal Resection Alongside En Bloc Prostatectomy and Vesico-Urethral Anastomosis for Local Recurrence].

A 66-year-old man presenting with cStage Ⅲc rectal cancer underwent laparoscopic low anterior resect...

Dec 2023 38303315
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