Pathology

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

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Adaptive Spatial Transcriptomics Interpolation via Cross-modal Cross-slice Modeling

Spatial transcriptomics (ST) is a promising technique that characterizes the spatial gene profilin...

ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion Segmentation

The hippocampus, a critical brain structure involved in memory processing and various neurodegener...

Multi-contrast laser endoscopy for in vivo gastrointestinal imaging

White light endoscopy is the clinical gold standard for detecting diseases in the gastrointestinal...

MIPHEI-ViT: Multiplex Immunofluorescence Prediction from H&E Images using ViT Foundation Models

Histopathological analysis is a cornerstone of cancer diagnosis, with Hematoxylin and Eosin (H&E) ...

Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task Learning.

Digital pathology has made significant advances in tumor diagnosis and segmentation; however, image ...

May 2025 40380384
Automatic Segmentation of Histopathological Glioblastoma Whole-Slide Images Utilizing MONAI.

Manual segmentation of histopathological images is both resource-intensive and prone to human error,...

May 2025 40380391
Bias Detection in Histology Images Using Explainable AI and Image Darkness Assessment.

The study underscores the importance of addressing biases in medical AI models to improve fairness, ...

May 2025 40380414
A Multitask Network for the Diagnosis of Autoimmune Gastritis.

Autoimmune gastritis (AIG) has a strong correlation with gastric neuroendocrine tumors (NETs) and ga...

May 2025 40423011
Artificial Intelligence and Uterine Fibroids: A Useful Combination for Diagnosis and Treatment.

This manuscript examines the role of artificial intelligence (AI) in the diagnosis and treatment of ...

May 2025 40429449
Research status and progress of deep learning in automatic esophageal cancer detection.

Esophageal cancer (EC), a common malignant tumor of the digestive tract, requires early diagnosis an...

May 2025 40487951
VIGIL: Vision-Language Guided Multiple Instance Learning Framework for Ulcerative Colitis Histological Healing Prediction

Objective: Ulcerative colitis (UC), characterized by chronic inflammation with alternating remissi...

MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy

Ultrasound-guided fine needle aspiration (FNA) biopsy is a common minimally invasive diagnostic pr...

UniCAD: Efficient and Extendable Architecture for Multi-Task Computer-Aided Diagnosis System

The growing complexity and scale of visual model pre-training have made developing and deploying m...

PhenoLearn: A user-friendly Toolkit for Image Annotation and Deep Learning-Based Phenotyping for Biological Datasets.

The digitisation of natural history specimens has unlocked opportunities for large-scale phenotypic ...

May 2025 40366779
[Radiosurgery of benign intracranial lesions. Indications, results , and perspectives].

Stereotactic radiosurgery (SRS) is a non-invasive technique that is transforming the management of b...

May 2025 40369985
Benign/Cancer Diagnostics Based on X-Ray Diffraction: Comparison of Data Analytics Approaches.

: With the number of detected breast cancer cases growing every year, there is a need to augment his...

May 2025 40427159
Bringing AI to Clinicians: Simplifying Pleural Effusion Cytology Diagnosis with User-Friendly Models.

Malignant pleural effusions (MPEs) are common in advanced lung cancer patients. Cytological examina...

May 2025 40428233
A fusocelular skin dataset with whole slide images for deep learning models.

Cutaneous spindle cell (CSC) lesions encompass a spectrum from benign to malignant neoplasms, often ...

May 2025 40368949
Application of artificial intelligence medical imaging aided diagnosis system in the diagnosis of pulmonary nodules.

The application of artificial intelligence (AI) technology has realized the transformation of people...

May 2025 40369475
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