Pathology

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

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Augmented reality microscopy to bridge trust between AI and pathologists.

Diagnostic certainty is the cornerstone of modern medicine and critical for maximal treatment benefi...

May 2025 40355526
The Potential Role of AI- and Machine Learning Models in the Early Detection of Oral Cancer and Oral Potentially Malignant Disorders.

INTRODUCTION: Artificial Intelligence (AI) is playing an increasing role in advancing diagnostic pro...

May 2025 40357619
HistDiST: Histopathological Diffusion-based Stain Transfer

Hematoxylin and Eosin (H&E) staining is the cornerstone of histopathology but lacks molecular spec...

Integrative Machine Learning Framework for Enhanced Subgroup Classification in Medulloblastoma.

BACKGROUND: Medulloblastoma is the most common malignant brain tumor in children, classified into fo...

May 2025 40427951
Deep learning-based system for automatic identification of benign and malignant eyelid tumours.

AIMS: Our aim is to develop a deep learning-based system for automatically identifying and classifyi...

May 2025 40348397
Real-Time Intraoperative Decision-Making in Head and Neck Tumor Surgery: A Histopathologically Grounded Hyperspectral Imaging and Deep Learning Approach.

BACKGROUND: Accurate and rapid intraoperative tumor margin assessment remains a major challenge in s...

May 2025 40427116
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
Integration of sentinel node mapping and molecular classification in endometrial cancer staging.

Sentinel node mapping has gained popularity in surgical staging of endometrial cancer, providing a l...

May 2025 40347105
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
Multimodal Integrated Knowledge Transfer to Large Language Models through Preference Optimization with Biomedical Applications

The scarcity of high-quality multimodal biomedical data limits the ability to effectively fine-tun...

Multimodal Integrated Knowledge Transfer to Large Language Models through Preference Optimization with Biomedical Applications.

The scarcity of high-quality multimodal biomedical data limits the ability to effectively fine-tune ...

May 2025 40386570
Deep Learning to Enhance Diagnosis and Management of Intrahepatic Cholangiocarcinoma.

Intrahepatic cholangiocarcinoma (iCCA) is associated with a poor prognosis and necessitates a multim...

May 2025 40427103
Towards Optical Biopsy in Glioma Surgery.

Currently, the focus of intraoperative imaging in brain tumor surgery is beginning to shift to optic...

May 2025 40429698
Enhanced Prognostication of Early Breast Cancer Outcomes Using Deep Learning on Merged Multistain and Multicolor-Depth Tumor Histopathology.

Accurate breast cancer prognosis helps clinicians in selecting optimal treatments, potentially impro...

May 2025 40501404
Binary classification of gynecological cancers based on ATR-FTIR spectroscopy and machine learning using urine samples.

Making an early diagnosis of cancer still in the early stages, when completely asymptomatic, is the ...

May 2025 40343586
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology

Histopathology evaluation of tissue specimens through microscopic examination is essential for acc...

RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization

Pathological diagnosis is the gold standard for tumor diagnosis, and nucleus instance segmentation...

Advanced 3D Imaging Approach to TSV/TGV Metrology and Inspection Using Only Optical Microscopy

This paper introduces an innovative approach to silicon and glass via inspection, which combines h...

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