Pathology

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

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Bioengineered Teeth and Regenerative Strategies: Advances in Tissue Engineering and Stem Cell Applications.

Tooth and endodontic disease pose important challenges, and traditional therapies are dependent upon...

Nov 2025 41222821
Intraoperative assessment of surgical margins during radical prostatectomy: advances and challenges.

PURPOSE OF REVIEW: Detection of positive surgical margins during radical prostatectomy is critical t...

Nov 2025 41643045
Pathologic assessment of resected stage III non-small cell lung cancer after neoadjuvant chemotherapy: identification of additional prognostic factors.

BACKGROUND: Non-small cell lung cancer (NSCLC) patients undergoing neoadjuvant chemotherapy (NACT) f...

Nov 2025 41207797
Ensemble Learning Model: A Novel Technique to Detect Malignancy in Effusion Cytology.

AIMS AND OBJECTIVES: This study applied an ensemble learning model combining six transfer learning a...

Nov 2025 41205194
Polyp image segmentation based on parallel dilated convolution and dual attention mechanisms.

Colorectal cancer is usually caused by malignant transformation of early colon polyps. Early polyps ...

Nov 2025 41274086
CellApop: A knowledge-guided decoupled distillation framework for label-efficient apoptotic cell segmentation and dynamic analysis in brightfield microscopy.

BACKGROUND AND OBJECTIVE: Conventional apoptosis detection methods primarily depend on fluorescence ...

(1)
Nov 2025 41223808
An Internet of Things operating room platform for neurosurgery.

OBJECTIVE: The operating room (OR) is a data-rich environment and largely follows closed-door polici...

Nov 2025 41202305
Explainable multimodal fusion for breast carcinoma diagnosis: A systematic review, open problems, and future directions.

Breast carcinoma (BC) remains one of the most common and lethal malignancies in women worldwide, mak...

(1)
Nov 2025 41232399
PathViT Model for Automated Disease Classification from Skeletal Muscle Histopathology.

Analyzing skeletal muscle pathology from histological images is labor intensive (requiring manual ce...

Nov 2025 41205804
Machine Learning-Based Analysis of UF-5000 Scattergrams Improves the Identification of Urinary Dysmorphic Red Blood Cells.

BACKGROUND: Identifying dysmorphic red blood cells (RBCs) is critical for diagnosing glomerular dise...

Nov 2025 41189391
Deep learning based label-free virtual staining and classification of human tissues using digital slide scanner.

Hematoxylin and eosin (H&E) staining has long been a cornerstone of histopathology, typically applie...

Nov 2025 41237448
Development and Deployment of a Machine Learning Model to Triage the Use of Prostate MRI (ProMT-ML) in Patients With Suspected Prostate Cancer.

BACKGROUND: Access to prostate MRI remains limited due to resource constraints and the need for expe...

(1)
Nov 2025 41186967
A multi-task deep learning framework for intraoperative diagnosis of thyroid cancer metastasis using whole slide images.

BACKGROUND: Lymph node metastasis (LNM) is a critical prognostic indicator in papillary thyroid carc...

Nov 2025 41237514
Temporal dynamics and predictive modeling of oral epithelial dysplasia features during carcinogenesis.

OBJECTIVE: To investigate the temporal evolution and predictive value of individual histopathologica...

Nov 2025 41240685
Few-shot learning and explainable AI for colon cancer histopathology: A prototypical network with multi-technique interpretability.

BACKGROUND: Colon cancer diagnosis from histopathology is challenging due to limited annotated data ...

Nov 2025 41232395
Deep learning for accurate tumour volume measurement and prediction of therapy response in paediatric osteosarcoma.

OBJECTIVES: To assess treatment response in osteosarcoma, two automated convolutional neural network...

Nov 2025 41176552
Malignant pleural mesothelioma classification and survival prediction with CT imaging using ResNet.

OBJECTIVES: This study aims to achieve accurate differentiation of malignant pleural mesothelioma (M...

Oct 2025 41168494
Integrated multi-task learning framework for hepatocellular carcinoma segmentation and histological grading using fused multi-phase MRI.

OBJECTIVE: This study aims to develop and validate an integrated multi-task framework for hepatocell...

Oct 2025 41160193
Xception Convolutional Deep Maxout Network for Enhanced Breast Cancer Classification Using Histopathological Images.

Globally, breast cancer represents the leading cancer type, with millions of women impacted annually...

Oct 2025 41147717
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