Oncology/Hematology

Colon Cancer

Latest AI and machine learning research in colon cancer for healthcare professionals.

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Using Machine Learning for the Fusion of Tumor Records on a Real-World Dataset.

Cancer registries collect multiple reports describing the same tumor, potentially leading to duplica...

May 2025 40380540
Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records

Pre-training on image-text colonoscopy records offers substantial potential for improving endoscop...

Detection of Early-Stage Colorectal Cancer Using Cell-Free oncRNA Biomarkers and Artificial Intelligence.

PURPOSE: Colorectal cancer (CRC) is the second leading cause of cancer-related deaths worldwide, and...

May 2025 40366744
Bringing AI to Clinicians: Simplifying Pleural Effusion Cytology Diagnosis with User-Friendly Models.

Malignant pleural effusions (MPEs) are common in advanced lung cancer patients. Cytological examina...

May 2025 40428233
Personalized surveillance in colorectal cancer: Integrating circulating tumor DNA and artificial intelligence into post-treatment follow-up.

Given the growing burden of colorectal cancer (CRC) as a global health challenge, it becomes imperat...

May 2025 40496357
Artificial Intelligence-Guided Cancer Engineering for Tumor Normalization Executed by Tumor Lysosomal-Triggered Supramolecular Chiral Peptide.

Cancer engineering for tumor normalization offers a promising therapeutic strategy to reverse malign...

May 2025 40302018
A machine learning-based prediction model for colorectal liver metastasis.

Colorectal liver metastasis (CRLM) is a primary factor contributing to poor prognosis and metastasis...

May 2025 40353895
Pan-cancer predictive survival model development and evaluation using electronic health record and genetic data across 10 cancer types.

The growing burden of cancer and recent surge in healthcare data availability call for new ways of a...

May 2025 40353995
The Association Between Heatmap Position and the Diagnostic Accuracy of Artificial Intelligence for Colorectal Polyp Diagnosis.

BACKGROUND/OBJECTIVES: Artificial intelligence (AI) algorithms for diagnosing colorectal polyps are ...

May 2025 40427119
Preoperative radiomics models using CT and MRI for microsatellite instability in colorectal cancer: a systematic review and meta-analysis.

OBJECTIVE: Microsatellite instability (MSI) is a novel predictive biomarker for chemotherapy and imm...

May 2025 40347255
Emerging biomarkers for pancreatic cancer: from early detection to personalized therapy.

Pancreatic cancer (PC) remains one of the most lethal malignancies, primarily due to its poor progno...

May 2025 40348906
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation

Convolutional neural network (CNN) and Transformer-based architectures are two dominant deep learn...

Artificial intelligence in colorectal cancer liver metastases: From classification to precision medicine.

Colorectal cancer liver metastasis (CRLM) remains the leading cause of mortality among colorectal ca...

May 2025 40240167
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models

The generation of realistic medical images from text descriptions has significant potential to add...

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection

Colorectal cancer is one of the deadliest cancers today, but it can be prevented through early det...

Concordance of ChatGPT artificial intelligence decision-making in colorectal cancer multidisciplinary meetings: retrospective study.

BACKGROUND: The objective of this study was to evaluate the concordance between therapeutic recommen...

May 2025 40331891
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models

Text-to-image (T2I) diffusion models have rapidly advanced, enabling high-quality image generation...

Sim2Real in endoscopy segmentation with a novel structure aware image translation

Automatic segmentation of anatomical landmarks in endoscopic images can provide assistance to doct...

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