Pathology

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

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Machine learning models for predicting recurrence and malignant transformation of oral leukoplakia.

OBJECTIVE: This study aimed to evaluate machine learning models for predicting the recurrence and ma...

Sep 2025 41109769
Evaluation of the Detectability of Oral Potentially Malignant Diseases with a Deep Learning Approach: A Retrospective Pilot Study.

Oral potentially malignant diseases (OPMD) may arise during the malignant transformation of the oral...

Sep 2025 40936018
Application of Convolutional Neural Network Image Analysis and Machine Learning to Basic Blood Tests for Intelligent Diagnostic Assistance.

BACKGROUND AND OBJECTIVES: We developed an automated morphological image recognition deep learning s...

Sep 2025 40932175
Early prediction of orthodontic gingival enlargement using S100A4: a biomarker-based risk stratification model.

Orthodontic-induced gingival enlargement (OIGE) affects approximately 15-30% of patients undergoing ...

Sep 2025 40926156
Leveraging Machine Learning for Rapid and Accurate Diagnosis of Acute Leukemia.

CONTEXT: Early detection of acute leukemia (AL) is crucial for timely intervention and improved outc...

Sep 2025 40922620
Accurately Predicting Cell Type Abundance from Spatial Histology Image Through HPCell.

Recent advancements in spatial transcriptomics (ST) have revolutionized our ability to simultaneousl...

Sep 2025 40903657
A deep learning-clinical nomogram hybrid for predicting sentinel lymph node metastasis in melanoma.

BACKGROUND: Melanoma is a life-threatening skin malignancy, with sentinel lymph node metastasis (SLN...

Sep 2025 40900446
MRI-based deep learning radiomics in predicting histological differentiation of oropharyngeal cancer: a multicenter cohort study.

BACKGROUND: The primary aim of this research was to create and rigorously assess a deep learning rad...

Sep 2025 40903693
Comparison of the diagnostic performance of the artificial intelligence-based TIRADS algorithm with established classification systems for thyroid nodules.

PURPOSE: This study aimed to evaluate and compare the diagnostic performance of various Thyroid Imag...

Sep 2025 40888525
Application of artificial intelligence in oral potentially malignant disorders: current opinions and future barriers.

Oral potentially malignant disorders (OPMDs) refer to oral mucosal disorders with an increased risk ...

Aug 2025 40885838
AI for difficult herbarium specimens: identification of peat mosses (subgenus Sphagnum) without dissection.

Artificial intelligence (AI) for image-based herbarium specimen identification has thus far focused ...

Aug 2025 40817691
Hematopathology Practice in the Digital Era: What has Changed?

Hematopathology workflows are complex, since they include numerous data points necessary for guiding...

Aug 2025 40808632
Real-time Use of Computer-aided Diagnosis in the Optical Diagnosis of Gastric Neoplasia: A Multicenter Randomized Controlled Trial.

BACKGROUND & AIMS: The multicenter, randomized, control trial was conducted to evaluate whether comp...

Aug 2025 40812472
Herbariograph: a deep-learning tool to classify specimen images.

Herbarium specimens are the physical evidence of plant diversity world-wide and a rich source of res...

Aug 2025 40790860
AI-based identification of Chinese vascular plants from herbarium specimens: a tool for all herbaria with Chinese holdings.

Documenting the geographic ranges of the World's > 350 000 named species of vascular plants requires...

Aug 2025 40781911
A two-step joint model based on deep learning realizes intelligent recognition of exfoliated cells in serous effusion.

Cytological examination of serous effusion is critical for diagnosing malignancies, yet it heavily r...

Aug 2025 40784070
A novel network for resolving subjective masking differences and accurate thyroid nodule diagnosis.

BACKGROUND: Over the past three decades, there has been a significant increase in the incidence of t...

Aug 2025 40819526
Liquid biopsy in breast cancer management: From circulating biomarkers to clinical breakthroughs.

Breast cancer continues to be a major global health concern, particularly for women, despite improve...

Aug 2025 40751606
Repeatability and Reproducibility of Artificial Imaging-based Digital Pathology for the Evaluation of Liver Fibrosis.

BACKGROUND & AIMS: Fibrosis stage is a key determinant of outcomes in metabolic dysfunction-associat...

Jul 2025 40749815
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