Pathology

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

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Deep Learning-based Anatomy-Aware Morph Model for Registration of Prostate Whole-Mount Histopathology to MRI.

Purpose To develop and evaluate a novel deep learning-based approach for registering presurgical MR ...

May 2025 40445100
Automatic Segmentation and Molecular Subtype Classification of Breast Cancer Using an MRI-based Deep Learning Framework.

Purpose To build a deep learning framework using contrast-enhanced MRI for lesion segmentation and a...

May 2025 40249269
Radiomics-based automated machine learning for differentiating focal liver lesions on unenhanced computed tomography.

BACKGROUND & AIMS: Enhanced computed tomography (CT) is the primary method for focal liver lesion di...

May 2025 39572431
Utility of AI digital pathology as an aid for pathologists scoring fibrosis in MASH.

BACKGROUND & AIMS: Intra and inter-pathologist variability poses a significant challenge in metaboli...

May 2025 39612947
Unravelling tumour spatiotemporal heterogeneity using spatial multimodal data.

Analysing the genome, epigenome, transcriptome, proteome, and metabolome within the spatial context ...

May 2025 40341789
Does artificial intelligence redefine nuclear-to-cytoplasmic ratio threshold for diagnosing high-grade urothelial carcinoma?

BACKGROUND: The Paris System (TPS) introduced standardized nuclear-to-cytoplasmic (N/C) ratio thresh...

May 2025 40317981
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design

Vision-language models (VLMs) have gained significant attention in computational pathology due to ...

Cascade Detector Analysis and Application to Biomedical Microscopy

As both computer vision models and biomedical datasets grow in size, there is an increasing need f...

Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Early Lung Cancer Detection

Objective: A number of machine learning models have utilized semantic features, deep features, or ...

AI Assisted Cervical Cancer Screening for Cytology Samples in Developing Countries

Cervical cancer remains a significant health challenge, with high incidence and mortality rates, p...

Estimation of Tissue Deformation and Interactive Force in Robotic Surgery through Vision-based Learning

Goal: A limitation in robotic surgery is the lack of force feedback, due to challenges in suitable...

Curiosity Driven Exploration to Optimize Structure-Property Learning in Microscopy

Rapidly determining structure-property correlations in materials is an important challenge in bett...

Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation

In Computational Pathology (CPath), the introduction of Vision-Language Models (VLMs) has opened n...

Exhaled Breath Analysis Through the Lens of Molecular Communication: A Survey

Molecular Communication (MC) has long been envisioned to enable an Internet of Bio-Nano Things (Io...

Optimizing chemoradiotherapy for malignant gliomas: a validated mathematical approach

Malignant gliomas (MGs), particularly glioblastoma, are among the most aggressive brain tumors, wi...

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