Pathology

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

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The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models

With the widespread adoption of pathology foundation models in both research and clinical decision...

Deep learning in histopathology images for prediction of oncogenic driver molecular alterations in lung cancer: a systematic review and meta-analysis.

BACKGROUND: Lung cancer (LC) is the second most diagnosed cancer and the leading cause of cancer mor...

May 2025 40535093
Deep learning for fine-grained molecular-based colorectal cancer classification.

BACKGROUND: Colorectal cancer (CRC) is one of the most common malignancies globally and a major caus...

May 2025 40530151
Deep learning based motion correction in ultrasound microvessel imaging approach improves thyroid nodule classification.

To address inter-frame motion artifacts in ultrasound quantitative high-definition microvasculature ...

May 2025 40447670
Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images.

Mitochondria are central to cellular energy production and regulation, with their morphology tightly...

May 2025 40447684
Histopathological image based breast cancer diagnosis using deep learning and bio inspired optimization.

Breast cancer diagnosis remains a crucial challenge in medical research, necessitating accurate and ...

May 2025 40447726
Dc-EEMF: Pushing depth-of-field limit of photoacoustic microscopy via decision-level constrained learning

Photoacoustic microscopy holds the potential to measure biomarkers' structural and functional stat...

Deep Learning-Based Breast Cancer Detection in Mammography: A Multi-Center Validation Study in Thai Population

This study presents a deep learning system for breast cancer detection in mammography, developed u...

Digital Forensic Investigation of the ChatGPT Windows Application

The ChatGPT Windows application offers better user interaction in the Windows operating system (OS...

Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology

Gastrointestinal (GI) diseases represent a clinically significant burden, necessitating precise di...

Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology

Gastrointestinal (GI) diseases represent a clinically significant burden, necessitating precise di...

GraftIQ: Hybrid multi-class neural network integrating clinical insight for multi-outcome prediction in liver transplant recipients.

Liver transplant recipients (LTRs) are at risk of graft injury, leading to cirrhosis and reduced sur...

May 2025 40436838
MedBridge: Bridging Foundation Vision-Language Models to Medical Image Diagnosis

Recent vision-language foundation models deliver state-of-the-art results on natural image classif...

OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models

Text-to-Image (T2I) models have achieved remarkable success in generating visual content from text...

Unpaired Image-to-Image Translation for Segmentation and Signal Unmixing

This work introduces Ui2i, a novel model for unpaired image-to-image translation, trained on conte...

Differentiation of canine and feline neoplasms using multi-modal imaging and machine learning.

Canine/feline (sub-)cutaneous tumors, which include lipomas, mastocytomas and soft tissue sarcomas, ...

May 2025 40425716
Saliva-derived transcriptomic signature for gastric cancer detection using machine learning and leveraging publicly available datasets.

Saliva, a non-invasive, self-collected liquid biopsy, holds promise for early gastric cancer (GC) sc...

May 2025 40425785
Near-zero photon bioimaging by fusing deep learning and ultralow-light microscopy.

Enhancing the reliability and reproducibility of optical microscopy by reducing specimen irradiance ...

May 2025 40388622
Benign-to-Toxic Jailbreaking: Inducing Harmful Responses from Harmless Prompts

Optimization-based jailbreaks typically adopt the Toxic-Continuation setting in large vision-langu...

Rosette formations as symmetry-breaking events: theory and experiment

Multicellular rosettes are observed in different situations such as morphogenesis, wound healing, ...

Reconceptualizing Smart Microscopy: From Data Collection to Knowledge Creation by Multi-Agent Integration

Smart microscopy represents a paradigm shift in biological imaging, moving from passive observatio...

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