Pathology

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

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A deep learning-based multimodal model with automated body composition analysis predicts prognosis in advanced clear cell renal cell carcinoma.

Clear cell renal cell carcinoma (ccRCC) is an aggressive malignancy with a high risk of postoperativ...

Apr 2026 41935094
Real-world benchmarking and validation of foundation model transformers for endometrial cancer subtyping from histopathology.

We benchmarked histopathology foundation encoders paired with attention-based multiple instance lear...

Apr 2026 41935172
Decipher-MR: a vision-language foundation model for 3D MRI representations.

Magnetic Resonance Imaging is a critical imaging modality in clinical diagnosis and research, yet it...

Apr 2026 41935229
Co-repression of Yap1 and Sox9 Abrogates Established Cholangiocarcinoma by Eliminating Transcriptional Compensation.

BACKGROUND/AIMS: Intrahepatic cholangiocarcinoma (iCCA) represents an unmet clinical need due to its...

Apr 2026 41928626
Label-free pathological subtyping of non-small cell lung cancer using deep classification and virtual immunohistochemical staining.

The differentiation between pathological subtypes of non-small cell lung cancer (NSCLC) is an essent...

Apr 2026 41933080
Prediction of post-stroke brain swelling using biomechanical modelling and deep neural networks.

Malignant stroke is a life-threatening condition, with mortality rates reaching up to 80% among pati...

Apr 2026 41946233
Constructing a corpus of hematologic pathology notes for the fine-tuning of BERT models for named entity recognition.

BACKGROUND: Microscopic, immunologic, and chemical testing play a major role in the diagnostic proce...

Apr 2026 41930825
Artificial Intelligence-Assisted reflectance confocal microscopy for Real-Time intraoperative margin assessment in oral squamous cell carcinoma.

BACKGROUND: Oral cavity squamous cell carcinoma (OSCC) is a global health burden, where negative mar...

Apr 2026 41932031
Non-lethal molecular biomonitoring of pyrethroid exposure in freshwater fish using FTIR spectroscopy and machine learning.

Pyrethroid pesticides such as lambda-cyhalothrin (LC) continue to pose substantial risks to freshwat...

Apr 2026 41932191
Transcriptomic Plasticity Is a Hallmark of Metastatic Pancreatic Cancer.

UNLABELLED: Metastasis is the leading cause of cancer deaths. To develop strategies for intercepting...

Apr 2026 41379552
Multicenter Histology Image Integration and Multiscale Deep Learning Support Machine Learning-Enabled Pediatric Sarcoma Classification.

UNLABELLED: Pediatric sarcomas present diagnostic challenges due to their rarity and diverse subtype...

Apr 2026 41481196
Fuzzy-logic-driven predictions of multi-tissue ingrowth for rapid screening of mechanically instructive tissue-engineering scaffolds.

High retear rates in surgical intervention of interfacial/transitional tissues (bone-tendon, bone-li...

Apr 2026 41880771
Malignant vs. Non-malignant Annotations on TCGA Breast Cancer Whole Slide Images for AI Analysis.

Identification of malignant and non-malignant regions in breast cancer whole slide images (WSIs) is ...

Apr 2026 41922381
Photon-counting Detector CT Spectral Reconstructions for Radiomics-based Liver Lesion Classification: A Multicenter Study.

OBJECTIVES: Accurate noninvasive classification of hepatic lesions remains a diagnostic challenge, p...

Apr 2026 41923596
Atomic-resolution imaging of gold species at organic liquid-solid interfaces.

The structure and dynamics of adsorbed atoms (adatoms) at solid-liquid interfaces determine the perf...

Apr 2026 41926600
Multimodal AI model for early detection of hepatocellular carcinoma.

Detection of early hepatocellular carcinoma (eHCC) is important for timely treatment and improved pr...

Apr 2026 41927783
Automated Detection and Classification of Pleural Effusion on Computed Tomography Using Deep Learning.

The aim of this study is to develop and evaluate the performance of a two-stage deep learning-based ...

Apr 2026 41927820
Towards generalizable pathology reports via a multimodal LLM with the multicenter in-context learning.

Pathology report generation has received increasing attention in recent years. However, existing pat...

Apr 2026 41965168
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