Pathology

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

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Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology

The complexities of healthcare data, including privacy concerns, imbalanced datasets, and interope...

Detection of precancerous lesions in cervical images of perimenopausal women using U-net deep learning.

Due to physiological changes during the perimenopausal period, the morphology of cervical cells unde...

Apr 2025 40314307
DeepCS-TRD, a Deep Learning-based Cross-Section Tree Ring Detector

Here, we propose Deep CS-TRD, a new automatic algorithm for detecting tree rings in whole cross-se...

CLIP-IT: CLIP-based Pairing for Histology Images Classification

Multimodal learning has shown significant promise for improving medical image analysis by integrat...

CLIP-IT: CLIP-based Pairing for Histology Images Classification

Multimodal learning has shown significant promise for improving medical image analysis by integrat...

VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual Staining

In histopathology, tissue sections are typically stained using common H&E staining or special stai...

Iris: A Next Generation Digital Pathology Rendering Engine

Digital pathology is a tool of rapidly evolving importance within the discipline of pathology. Who...

Novel Concept-Oriented Synthetic Data approach for Training Generative AI-Driven Crystal Grain Analysis Using Diffusion Model

The traditional techniques for extracting polycrystalline grain structures from microscopy images,...

ThyroidEffi 1.0: A Cost-Effective System for High-Performance Multi-Class Thyroid Carcinoma Classification

Background: Automated classification of thyroid Fine Needle Aspiration Biopsy (FNAB) images faces ...

Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis

Neuroblastoma, adrenal-derived, is among the most common pediatric solid malignancies, characteriz...

CytoFM: The first cytology foundation model

Cytology is essential for cancer diagnostics and screening due to its minimally invasive nature. H...

ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images

Recent studies have made significant progress in developing large language models (LLMs) in the me...

TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology

Digital pathology, augmented by artificial intelligence (AI), holds significant promise for improv...

Synthetic Data for Blood Vessel Network Extraction

Blood vessel networks in the brain play a crucial role in stroke research, where understanding the...

Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data

Foundation models in digital pathology use massive datasets to learn useful compact feature repres...

FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry

Purpose: Accurately classifying tissue margins during cancer surgeries is crucial for ensuring com...

Uncertainty Estimation for Trust Attribution to Speed-of-Sound Reconstruction with Variational Networks

Speed-of-sound (SoS) is a biomechanical characteristic of tissue, and its imaging can provide a pr...

Probabilistic Task Parameterization of Tool-Tissue Interaction via Sparse Landmarks Tracking in Robotic Surgery

Accurate modeling of tool-tissue interactions in robotic surgery requires precise tracking of defo...

Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images

Accurate segmentation of abdominal adipose tissue, including subcutaneous (SAT) and visceral adipo...

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