Pathology

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

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Determinants of intracranial microcalcification assessed by 18F-sodium fluoride PET.

PURPOSE: Intracranial calcifications are commonly found in adults and may represent either benign or pathological lesions. Conventional imaging modalities detect static macrocalcifications but do not capture molecular microcalcification. In this study, we used 18F-sodium fluoride (NaF) PET/computed tomography (CT) to idetect intracranial molecular microcalcification. METHODS: A total of 127 subjec...

Feb 19 2026 41709668

Label-Free MicroRNA Diagnostics: From CRISPR Nucleases to Nanomaterial-Enhanced Transducers.

Label-free detection of microRNAs (miRNAs) has emerged as a pivotal approach in molecular diagnostics, integrating the programmability of CRISPR systems with the high sensitivity of nanomaterial-based transduction. miRNAs are short, noncoding RNAs that play central roles in gene regulation and disease pathogenesis, serving as valuable biomarkers for early diagnosis and prognosis. Conventional miRN...

Feb 19 2026 41709870
High-throughput label-free assessment of sperm DNA fragmentation index via intelligent morphological imaging.

Infertility has emerged as an increasingly serious global public health concern, affecting approximately one in six individuals of reproductive age wo...

Feb 19 2026 41710949
A Unified Machine Learning Model for Relapse Prediction in Clinical Stage I Testicular Cancer.

BACKGROUND: Approximately one-fourth of patients with clinical stage I testicular cancer relapse. For decades, risk stratification has been based on d...

Feb 19 2026 41711113
Impact of Transfer Learning on Convolutional Neural Networks for Odontogenic Tumor Diagnosis.

OBJECTIVE: This study aimed to evaluate the coherence between data heterogeneity and model complexity by comparing seven convolutional neural network ...

Feb 19 2026 41712011
Artificial intelligence in the recognition of stages in live laparoscopic cholecystectomy.

Laparoscopic cholecystectomy is the gold standard for treating symptomatic gallstones. Despite established safety strategies, variability in their ado...

Feb 19 2026 41712068
AI-assisted cryo-dose estimation and tissue injury modeling for assessing side effects in MRI-guided prostate cryoablation: a retrospective study.

Focal therapy offers a middle ground between active surveillance and whole-gland treatment for patients with low- and intermediate-risk prostate ...

Feb 19 2026 41713028
BreasTransNeXt: An Enhanced Multi-Module Vision Transformer For Early Breast Cancer Diagnosis.

Breast cancer (BC) represents the most common and one of the most lethal malignancies among women globally, ranking second only to lung cancer in term...

Feb 19 2026 41714572
The consensus molecular subtypes of esophageal squamous cell carcinoma.

Esophageal squamous cell carcinoma (ESCC) lacks a standardized classification system, resulting in inconsistent clinical management and a suboptimal p...

Feb 19 2026 41714596
AdaptiveInvolutionNet: Spatially-adaptive involution with channel-wise attention for breast MRI tumor classification.

BACKGROUND: Early and accurate classification of breast tumors from MRI scans is essential for improving patient outcomes. However, a key limitation o...

Feb 19 2026 41712600
KRT15 identified by scRNA-Seq and machine learning as stemness regulator and prognostic biomarker in ESCC.

Postoperative recurrence and metastasis in esophageal squamous cell carcinoma (ESCC) are closely associated with cancer stem cells (CSCs), though the ...

Feb 18 2026 41907411
Oncogenic function and transcriptional dynamics of MYCN in liver tumorigenesis.

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality. It is often diagnosed at advanced stages and characterized by high recu...

Feb 18 2026 41706888
Artificial intelligence-driven whole-brain cell mapping with highly multiplexed in situ hybridization.

Recent advances in three-dimensional single-cell-resolution imaging have begun to link organ-wide and cellular-level research in development and disea...

Feb 18 2026 41713412
Multiharmonic imaging-based automated recognition of cutaneous T-cell lymphoma.

BACKGROUND: Cutaneous T-cell lymphomas (CTCLs) are a heterogeneous group of non-Hodgkin lymphomas, with mycosis fungoides (MF) being the most common t...

Feb 18 2026 40906883
The utility of artificial intelligence and deep learning to automate and accelerate follicle counts in human ovarian tissue†.

Follicles comprised of oocytes and surrounding cells are essential for reproductive function. They are fixed before birth and decrease thereafter thro...

Feb 18 2026 41206485
In Situ Transmission Electron Microscopy Visualization of Electric-Field-Induced Phase Transitions at the Morphotropic Phase Boundary in Hf0.5Zr0.5O2.

Understanding electric-field-induced phase transitions is crucial for optimizing the ferroelectric and antiferroelectric properties of hafnium zirconi...

Feb 18 2026 41705514
Contemporary Management of Radiation Necrosis: Insights and Avenues.

Radiation necrosis (RN) remains a challenging complication of upfront radiation therapy for both brain metastases and primary tumors. Despite developm...

Feb 18 2026 41706018
An odyssey of monoclonal gammopathies: focusing on precursors and the progression from MGUS and SMM to multiple Myeloma, with a brief overview of novel therapeutic strategies.

Monoclonal gammopathies span a continuum from monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM) to overt...

Feb 18 2026 41706224
Accuracy of ChatGPT in differentiating ocular surface neoplasms using text-based summaries: a comparative analysis of pterygium, pseudopterygium, and CIN.

PURPOSE: Differentiating conjunctival intraepithelial neoplasia (CIN) from pterygium and pseudopterygium remains clinically challenging, especially in...

Feb 18 2026 41706333
Uncovering the potential mechanisms of aspartame-induced oral leukoplakia via integrated network toxicology and molecular dynamics simulations.

OBJECTIVE: Aspartame, a widely used artificial sweetener, has attracted increasing attention for its potential systemic and oral toxicity. However, th...

Feb 18 2026 41706620
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