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Showing 6784-6804 of 10,271 articles

CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images

In the immunohistochemical (IHC) analysis during surgery, frozen-section (FS) images are used to d...

Mar 2025 http://arxiv.org/abs/2503.00697v1

MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention

Histopathology and transcriptomics are fundamental modalities in oncology, encapsulating the morph...

Mar 2025 http://arxiv.org/abs/2503.00374v2

Artificial intelligence-based tissue segmentation and cell identification in multiplex-stained histological endometriosis sections.

STUDY QUESTION: How can we best achieve tissue segmentation and cell counting of multichannel-staine...

Mar 2025 39724530

Physics-Informed Autoencoder for Prostate Tissue Microstructure Profiling with Hybrid Multidimensional MRI.

Purpose To evaluate the performance of Physics-Informed Autoencoder (PIA), a self-supervised deep le...

Mar 2025 39907585

Enhancing HER2 testing in breast cancer: predicting fluorescence in situ hybridization (FISH) scores from immunohistochemistry images via deep learning.

Breast cancer affects millions globally, necessitating precise biomarker testing for effective treat...

Mar 2025 40050230

Predicting Neoplastic Polyp in Patients With Gallbladder Polyps Using Interpretable Machine Learning Models: Retrospective Cohort Study.

OBJECTIVE: Gallbladder polyps (GBPs) are increasingly prevalent, with the majority being benign; how...

Mar 2025 40052528

MRI-based Deep Learning Algorithm for Assisting Clinically Significant Prostate Cancer Detection: A Bicenter Prospective Study.

Background Although artificial intelligence is actively being developed for prostate MRI, few studie...

Mar 2025 40067105

Redefining spectral unmixing for in-vivo brain tissue analysis from hyperspectral imaging

In this paper, we propose a methodology for extracting molecular tumor biomarkers from hyperspectr...

Feb 2025 http://arxiv.org/abs/2503.00198v2

Microscopic Propagator Imaging (MPI) with Diffusion MRI

We propose Microscopic Propagator Imaging (MPI) as a novel method to retrieve the indices of the m...

Feb 2025 http://arxiv.org/abs/2502.21129v1

"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images

Accurate tumor detection in digital pathology whole-slide images (WSIs) is crucial for cancer diag...

Feb 2025 http://arxiv.org/abs/2502.21109v1

Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models?

The emergence of foundation models in computational pathology has transformed histopathological im...

Feb 2025 http://arxiv.org/abs/2502.20823v1

Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging

Label-free chemical imaging holds significant promise for improving digital pathology workflows. H...

Feb 2025 http://arxiv.org/abs/2502.20532v1

Learning Dynamics of Deep Linear Networks Beyond the Edge of Stability

Deep neural networks trained using gradient descent with a fixed learning rate $\eta$ often operat...

Feb 2025 http://arxiv.org/abs/2502.20531v1

Adaptive H&E-IHC information fusion staining framework based on feature extra

Immunohistochemistry (IHC) staining plays a significant role in the evaluation of diseases such as...

Feb 2025 http://arxiv.org/abs/2502.20156v1

Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification

Medical imaging spans diverse tasks and modalities which play a pivotal role in disease diagnosis,...

Feb 2025 http://arxiv.org/abs/2502.19258v1

From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review

Whole slide image (WSI) registration is an essential task for analysing the tumour microenvironmen...

Feb 2025 http://arxiv.org/abs/2502.19123v1

VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with LoRA and Atrous Attention

Medical image segmentation is crucial for clinical diagnosis and treatment planning, especially wh...

Feb 2025 http://arxiv.org/abs/2502.18185v3

Shedding Light on the Polymer's Identity: Microplastic Detection and Identification Through Nile Red Staining and Multispectral Imaging (FIMAP)

The widespread distribution of microplastics (MPs) in the environment presents significant challen...

Feb 2025 http://arxiv.org/abs/2502.17997v1

Browse Categories

CREATE-FFPE: Cross-Resolution Compensated and Multi-Frequency Enhanced FS-to-FFPE Stain Transfer for Intraoperative IHC Images

MIRROR: Multi-Modal Pathological Self-Supervised Representation Learning via Modality Alignment and Retention

Artificial intelligence-based tissue segmentation and cell identification in multiplex-stained histological endometriosis sections.

Physics-Informed Autoencoder for Prostate Tissue Microstructure Profiling with Hybrid Multidimensional MRI.

Enhancing HER2 testing in breast cancer: predicting fluorescence in situ hybridization (FISH) scores from immunohistochemistry images via deep learning.

Predicting Neoplastic Polyp in Patients With Gallbladder Polyps Using Interpretable Machine Learning Models: Retrospective Cohort Study.

MRI-based Deep Learning Algorithm for Assisting Clinically Significant Prostate Cancer Detection: A Bicenter Prospective Study.

Redefining spectral unmixing for in-vivo brain tissue analysis from hyperspectral imaging

Microscopic Propagator Imaging (MPI) with Diffusion MRI

"No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images

Can We Simplify Slide-level Fine-tuning of Pathology Foundation Models?

Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging

Learning Dynamics of Deep Linear Networks Beyond the Edge of Stability

Adaptive H&E-IHC information fusion staining framework based on feature extra

Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification

From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review

VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with LoRA and Atrous Attention

Shedding Light on the Polymer's Identity: Microplastic Detection and Identification Through Nile Red Staining and Multispectral Imaging (FIMAP)

3D Anatomical Structure-guided Deep Learning for Accurate Diffusion Microstructure Imaging

AI-driven 3D Spatial Transcriptomics

Predictive Response Optimization: Using Reinforcement Learning to Fight Online Social Network Abuse

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