Pathology

Pathology

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

10,233 articles

Showing 6112-6132 of 10,233 articles

Adaptation of Weakly Supervised Localization in Histopathology by Debiasing Predictions

Weakly Supervised Object Localization (WSOL) models enable joint classification and region-of-intere...

Mar 2026 2603.12468v1

DeepHistoViT: An Interpretable Vision Transformer Framework for Histopathological Cancer Classification

Histopathology remains the gold standard for cancer diagnosis because it provides detailed cellular-...

Mar 2026 2603.11403v1

OrthoEraser: Coupled-Neuron Orthogonal Projection for Concept Erasure

Text-to-image (T2I) models face significant safety risks from adversarial induction, yet current con...

Mar 2026 2603.11493v1

Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI

The unrestrained proliferation of cells that are malignant in nature is cancer. In recent times, med...

Mar 2026 2603.11818v1

Cross-Attention Enables Context-Aware Multimodal Skin Lesion Diagnosis

Clinical diagnosis of skin lesions integrates visual dermoscopic features with patient context such ...

Mar 2026 10.64898/2026.03.10.26348046

Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging for Osteoporosis Classification

Osteoporosis is a skeletal disease typically diagnosed using dual-energy X-ray absorptiometry (DXA),...

Mar 2026 2603.09137v2

CT4CMS: Preoperative Computed Tomography-Based Consensus Molecular Subtyping Prediction in Colorectal Cancer Using Interpretable Deep Learning

Consensus molecular subtyping (CMS) defines the transcriptomic taxonomy of colorectal cancer (CRC) a...

Mar 2026 10.64898/2026.03.08.26347898

Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging

Osteoporosis is a skeletal disease typically diagnosed using dual-energy X-ray absorptiometry (DXA),...

Mar 2026 2603.09137v1

MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification

Modern foundation models provide highly expressive visual representations, yet adapting them to high...

Mar 2026 2603.09374v1

MUSA-PINN: Multi-scale Weak-form Physics-Informed Neural Networks for Fluid Flow in Complex Geometries

While Physics-Informed Neural Networks (PINNs) offer a mesh-free approach to solving PDEs, standard ...

Mar 2026 2603.08465v2

PathoScribe: Transforming Pathology Data into a Living Library with a Unified LLM-Driven Framework for Semantic Retrieval and Clinical Integration

Pathology underpins modern diagnosis and cancer care, yet its most valuable asset, the accumulated e...

Mar 2026 2603.08935v1

A general methodology for liver sinusoid fenestration analysis based on 3D electron microscopy data

The liver has a complex architecture composed of millions of lobules. Within these lobules, hepatocy...

Mar 2026 10.64898/2026.03.07.710307

MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Pathology foundation models learn morphological representations through self-supervised pretraining ...

Mar 2026 2603.07895v1

Beyond Attention Heatmaps: How to Get Better Explanations for Multiple Instance Learning Models in Histopathology

Multiple instance learning (MIL) has enabled substantial progress in computational histopathology, w...

Mar 2026 2603.08328v1

Rectified flow-based prediction of post-treatment brain MRI from pre-radiotherapy priors for patients with glioma

Purpose/Objective: Brain tumors result in 20 years of lost life on average. Standard therapies induc...

Mar 2026 2603.08385v1

MUSA-PINN: Multi-scale Weak-form Physics-Informed Neural Networks for Fluid Flow in Complex Geometries

While Physics-Informed Neural Networks (PINNs) offer a mesh-free approach to solving PDEs, standard ...

Mar 2026 2603.08465v1

DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising

Rb-82 dynamic cardiac PET imaging is widely used for the clinical diagnosis of coronary artery disea...

Mar 2026 2603.07759v1

TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis

Accurate tumor analysis is central to clinical radiology and precision oncology, where early detecti...

Mar 2026 2603.05867v1

BlackMirror: Black-Box Backdoor Detection for Text-to-Image Models via Instruction-Response Deviation

This paper investigates the challenging task of detecting backdoored text-to-image models under blac...

Mar 2026 2603.05921v1

CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

We introduce CRIMSON, a clinically grounded evaluation framework for chest X-ray report generation t...

Mar 2026 2603.06183v1

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection

Accurate detection of cancer tissue regions (CTR) enables deeper analysis of the tumor microenvironm...

Mar 2026 2603.06186v1

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Adaptation of Weakly Supervised Localization in Histopathology by Debiasing Predictions

DeepHistoViT: An Interpretable Vision Transformer Framework for Histopathological Cancer Classification

OrthoEraser: Coupled-Neuron Orthogonal Projection for Concept Erasure

Automated Detection of Malignant Lesions in the Ovary Using Deep Learning Models and XAI

Cross-Attention Enables Context-Aware Multimodal Skin Lesion Diagnosis

Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging for Osteoporosis Classification

CT4CMS: Preoperative Computed Tomography-Based Consensus Molecular Subtyping Prediction in Colorectal Cancer Using Interpretable Deep Learning

Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging

MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification

MUSA-PINN: Multi-scale Weak-form Physics-Informed Neural Networks for Fluid Flow in Complex Geometries

PathoScribe: Transforming Pathology Data into a Living Library with a Unified LLM-Driven Framework for Semantic Retrieval and Clinical Integration

A general methodology for liver sinusoid fenestration analysis based on 3D electron microscopy data

MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Beyond Attention Heatmaps: How to Get Better Explanations for Multiple Instance Learning Models in Histopathology

Rectified flow-based prediction of post-treatment brain MRI from pre-radiotherapy priors for patients with glioma

MUSA-PINN: Multi-scale Weak-form Physics-Informed Neural Networks for Fluid Flow in Complex Geometries

DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising

TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis

BlackMirror: Black-Box Backdoor Detection for Text-to-Image Models via Instruction-Response Deviation

CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection

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