Pathology

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

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HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization.

Tissue semantic segmentation is one of the key tasks in computational pathology. To avoid the expens...

Apr 2025 40030589
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification.

Fine-grained classification of whole slide images (WSIs) is essential in precision oncology, enablin...

Apr 2025 40030670
Machine learning and multi-omics integration: advancing cardiovascular translational research and clinical practice.

The global burden of cardiovascular diseases continues to rise, making their prevention, diagnosis a...

Apr 2025 40176068
Enhancing cell instance segmentation in scanning electron microscopy images via a deep contour closing operator.

Accurately segmenting and individualizing cells in scanning electron microscopy (SEM) images is a hi...

Apr 2025 40174501
Deep Learning-driven Microfluidic-SERS to Characterize the Heterogeneity in Exosomes for Classifying Non-Small Cell Lung Cancer Subtypes.

Lung cancer exhibits strong heterogeneity, and its early diagnosis and precise subtyping are of grea...

Apr 2025 40167999
Artificial intelligence predicts multiclass molecular signatures and subtypes directly from breast cancer histology: a multicenter retrospective study.

Detection of biomarkers of breast cancer incurs additional costs and tissue burden. We propose a dee...

Apr 2025 39764584
Will artificial intelligence (AI) replace cytopathologists: a scoping review of current applications and evidence of A.I. in urine cytology.

PURPOSE: Urine cytology, while valuable in facilitating the detection and surveillance of bladder ca...

Apr 2025 40167778
Improved gated recurrent unit-based osteosarcoma prediction on histology images: a meta-heuristic-oriented optimization concept.

The major prevalent primary bone cancer is osteosarcoma. Preoperative chemotherapy is accompanied by...

Apr 2025 40169634
A hybrid parallel convolutional spiking neural network for enhanced skin cancer detection.

The most widespread kind of cancer, affecting millions of lives is skin cancer. When the condition o...

Apr 2025 40169652
[Research progress of effect mechanism of acupotomy for knee osteoarthritis].

Acupotomy therapy demonstrates the definite clinical efficacy on knee osteoarthritis (KOA). After re...

Mar 2025 40518794
Digital quantification of Ki67 and PRAME in challenging melanocytic lesions - A novel diagnostic tool.

The interpretation of immunohistochemical markers in melanocytic lesions possesses difficulties due ...

Mar 2025 40209567
Computer-assisted diagnosis to improve diagnostic pathology: A review.

With an increasing demand for accuracy and efficiency in diagnostic pathology, computer-assisted dia...

Mar 2025 40162930
Advancements in Circulating Tumor Cell Detection for Early Cancer Diagnosis: An Integration of Machine Learning Algorithms with Microfluidic Technologies.

Circulating tumor cells (CTCs) are vital indicators of metastasis and provide a non-invasive method ...

Mar 2025 40277534
ULST: U-shaped LeWin Spectral Transformer for virtual staining of pathological sections.

At present, pathological section staining faces several challenges, including complex sample prepara...

Mar 2025 40164031
Explainable machine learning to compare the overall survival status between patients receiving mastectomy and breast conserving surgeries.

The most prevalent malignancy among women is breast cancer; hence, treatment approaches are needed i...

Mar 2025 40155719
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