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Showing 1849-1869 of 2,803 articles

Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining

The differentiation between pathological subtypes of non-small cell lung cancer (NSCLC) is an esse...

Mar 2025 http://arxiv.org/abs/2503.20817v1

LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images

Colorectal cancer (CRC) is a major global cause of cancer-related deaths, with early polyp detecti...

Mar 2025 http://arxiv.org/abs/2503.18294v1

Construction and validation of machine learning-based predictive model for colorectal polyp recurrence one year after endoscopic mucosal resection.

BACKGROUND: Colorectal polyps are precancerous diseases of colorectal cancer. Early detection and re...

Mar 2025 40124266

Mapping intellectual structure and research hotspots of cancer studies in primary health care: A machine-learning-based analysis.

In the contemporary fight against cancer, primary health care (PHC) services hold a significant and ...

Mar 2025 40128045

xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motion

Object discovery, which refers to the task of localizing objects without human annotations, has ga...

Mar 2025 http://arxiv.org/abs/2503.15022v1

3D Densification for Multi-Map Monocular VSLAM in Endoscopy

Multi-map Sparse Monocular visual Simultaneous Localization and Mapping applied to monocular endos...

Mar 2025 http://arxiv.org/abs/2503.14346v1

Toward a Human-Centered AI-assisted Colonoscopy System in Australia

While AI-assisted colonoscopy promises improved colorectal cancer screening, its success relies on...

Mar 2025 http://arxiv.org/abs/2503.20790v1

Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food Security

The rapid growth of the global population and the continuous decline in cultivable land pose signi...

Mar 2025 http://arxiv.org/abs/2503.13528v3

AI-assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-enhanced CT

Pancreatic ductal adenocarcinoma (PDAC) is one of the most common and aggressive types of pancreat...

Mar 2025 http://arxiv.org/abs/2503.10068v2

Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models

Large-scale vision models like SAM have extensive visual knowledge, yet their general nature and c...

Mar 2025 http://arxiv.org/abs/2503.06816v1

Accurate, Robust, and Scalable Machine Abstraction of Mayo Endoscopic Subscores From Colonoscopy Reports.

BACKGROUND: The Mayo endoscopic subscore (MES) is an important quantitative measure of disease activ...

Mar 2025 38533919

Predicting Neoplastic Polyp in Patients With Gallbladder Polyps Using Interpretable Machine Learning Models: Retrospective Cohort Study.

OBJECTIVE: Gallbladder polyps (GBPs) are increasingly prevalent, with the majority being benign; how...

Mar 2025 40052528

Identifying Lipid Metabolism-Related Therapeutic Targets and Diagnostic Markers for Lung Adenocarcinoma by Mendelian Randomization and Machine Learning Analysis.

BACKGROUND: Lipid metabolic disorders are emerging as a recognized influencing factors of lung adeno...

Mar 2025 40107973

Oncology/Hematology

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Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining

LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images

Construction and validation of machine learning-based predictive model for colorectal polyp recurrence one year after endoscopic mucosal resection.

Mapping intellectual structure and research hotspots of cancer studies in primary health care: A machine-learning-based analysis.

xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motion

3D Densification for Multi-Map Monocular VSLAM in Endoscopy

Toward a Human-Centered AI-assisted Colonoscopy System in Australia

Internet of Things-Based Smart Precision Farming in Soilless Agriculture: Opportunities and Challenges for Global Food Security

AI-assisted Early Detection of Pancreatic Ductal Adenocarcinoma on Contrast-enhanced CT

Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models

Accurate, Robust, and Scalable Machine Abstraction of Mayo Endoscopic Subscores From Colonoscopy Reports.

Predicting Neoplastic Polyp in Patients With Gallbladder Polyps Using Interpretable Machine Learning Models: Retrospective Cohort Study.

Identifying Lipid Metabolism-Related Therapeutic Targets and Diagnostic Markers for Lung Adenocarcinoma by Mendelian Randomization and Machine Learning Analysis.

EndoPBR: Material and Lighting Estimation for Photorealistic Surgical Simulations via Physically-based Rendering

Test-Time Modality Generalization for Medical Image Segmentation

PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics

Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models

SHADeS: Self-supervised Monocular Depth Estimation Through Non-Lambertian Image Decomposition

Towards Polyp Counting In Full-Procedure Colonoscopy Videos

Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation

Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?

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