Pathology

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

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A clinically anchored radiomics dictionary for explainable TI-RADS-based thyroid nodule classification in ultrasound; dictionary version TU1.0.

OBJECTIVE: Artificial Intelligence-based radiomics models for thyroid ultrasound (US) often lack int...

(1)
Jun 2026 42302438
ACCURACY OF IMAGE-BASED DEEP LEARNING IN ORAL SQUAMOUS CELL CARCINOMA DIAGNOSIS: A SYSTEMATIC REVIEW AND META-ANALYSIS.

OBJECTIVES: The potential of image-based deep learning (DL) in the diagnosis of oral squamous cell c...

Jun 2026 42556899
AMCD: A multi-domain agricultural crop and flower image dataset for deep learning-based classification.

The Agricultural Multidisciplinary Collection Dataset (AMCD) contains 5405 JPG images of agricultura...

Jun 2026 42376291
Spatial-temporal recurrence patterns of grade 4 glioma using deep learning integrated multiparametric MRI and molecular pathology.

Grade 4 glioma is inherently lethal due to inevitable recurrence. Current radiotherapy guidelines re...

Jun 2026 42286261
A weakly supervised deep learning-based recurrence prediction and risk stratification of lung adenocarcinoma from pathology whole-slide images.

BACKGROUND: Accurate prediction of postoperative recurrence in lung adenocarcinoma (LUAD) is essenti...

Jun 2026 42286527
Integration of two-dimensional microvascular flow imaging and ultrasound scoring for prediction of placenta accreta spectrum: A prospective study.

OBJECTIVE: This study evaluates the diagnostic performance of two-dimensional (2D) microvascular flo...

(3)
Jun 2026 42281422
Association Between Amyloid Deposition and Collagen-to-Elastin Ratio in the Ligamentum Flavum: A Machine Learning Histologic Study in Matched Groups.

BACKGROUND AND OBJECTIVES: Amyloid deposition in the ligamentum flavum (LF) occurs in 25% to 45% of ...

Jun 2026 42283495
Cell-specific multi-target mechanisms of cotinine in cervical cancer oncogenesis and progression.

BACKGROUND: Cervical cancer is the fourth most common malignant tumor in women globally, with tobacc...

(3)
Jun 2026 42283742
Molecular Landscape and Advanced Diagnostic Technologies for BRAF Mutations in Cancer: From Quantitative PCR and ddPCR to CRISPR-Based Platforms.

BRAF mutations are key oncogenic alterations across multiple malignancies, including melanoma, thyro...

Jun 2026 42285341
Matrix-assisted laser desorption/ionization mass spectrometry imaging for spatial clinical oncopathology: diagnosis, margins and therapy.

Clinical oncology increasingly depends on molecular information, but many assays still detach analyt...

Jun 2026 42285343
New Frontiers of Skin Ultrasound in Precision Medicine.

Ultrasound has emerged as a versatile, non-invasive imaging technique in dermatology, offering real-...

(1)
Jun 2026 42285862
Side-level versus patient-level evaluation in four-view mammography classification: a comprehensive benchmark on the CMMD dataset.

BACKGROUND: Deep learning for mammographic image classification yields impressive performance metric...

Jun 2026 42274080
Predicting TP53 Biomarkers from Whole Slide Images across Human Solid Tumors Using Weakly Supervised Learning.

Accurate molecular profiling from routine histopathology slides could transform clinical oncology. A...

Jun 2026 42276414
FSCL-BC: Federated supervised contrastive learning for breast cancer diagnosis with high sensitivity.

BACKGROUND AND OBJECTIVE: Accurate diagnosis of breast cancer in dense breasts requires expert radio...

(1)
Jun 2026 42285014
Wavelet Spectrum in a Multi-Channel Network May Reduce Biopsy Rates on Diagnosis of Breast Tumors with BI-RADS Category 4a or Higher.

OBJECTIVES: BI-RADS 4a+ breast tumors have a high rate of unnecessary biopsies due to ambiguous diag...

Jun 2026 42273765
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