Pathology

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

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Deep Learning for Automated Segmentation of Basal Cell Carcinoma on Mohs Micrographic Surgery Frozen Section Slides.

BACKGROUND: Deep learning has been used to classify basal cell carcinoma (BCC) on histopathologic im...

Dec 2024 39625169
Detection of basal cell carcinoma by machine learning-assisted ex vivo confocal laser scanning microscopy.

BACKGROUND: Ex vivo confocal laser scanning microscopy (EVCM) is an emerging imaging modality that e...

Dec 2024 39627947
Machine learning based on multiplatform tests assists in subtype classification of mature B-cell neoplasms.

Mature B-cell neoplasms (MBNs) are clonal proliferative diseases encompassing over 40 subtypes. The ...

Dec 2024 39627967
BD-StableNet: a deep stable learning model with an automatic lesion area detection function for predicting malignancy in BI-RADS category 3-4A lesions.

The latest developments combining deep learning technology and medical image data have attracted wid...

Dec 2024 39569908
A histopathology-based artificial intelligence system assisting the screening of genetic alteration in intrahepatic cholangiocarcinoma.

BACKGROUND: Targeted therapy for intrahepatic cholangiocarcinoma (ICC) shows superior survival outco...

Dec 2024 39623041
Accurate prediction of colorectal cancer diagnosis using machine learning based on immunohistochemistry pathological images.

Colorectal cancer (CRC) ranks as the third most prevalent tumor and the second leading cause of mort...

Dec 2024 39622880
Pathological Asymmetry-Guided Progressive Learning for Acute Ischemic Stroke Infarct Segmentation.

Quantitative infarct estimation is crucial for diagnosis, treatment and prognosis in acute ischemic ...

Dec 2024 38875085
MCPL: Multi-Modal Collaborative Prompt Learning for Medical Vision-Language Model.

Multi-modal prompt learning is a high-performance and cost-effective learning paradigm, which learns...

Dec 2024 38913527
STAR-RL: Spatial-Temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution.

Pathology image are essential for accurately interpreting lesion cells in cytopathology screening, b...

Dec 2024 38935476
A novel AI-based score for assessing the prognostic value of intra-epithelial lymphocytes in oral epithelial dysplasia.

BACKGROUND: Oral epithelial dysplasia (OED) poses a significant clinical challenge due to its potent...

Nov 2024 39616233
A unique unsupervised enhanced intuitionistic fuzzy C-means for MR brain tissue segmentation.

The human-brain is a vital and complicated organ within the body. Identifying brain-related diseases...

Nov 2024 39616246
anti-cancer activity of siddha metallo-mineral formulation from Thanga uram with Hela cell lines.

The second most common malignant tumour in women worldwide, cervical cancer seriously jeopardizes th...

Nov 2024 40162453
"Artificial histology" in colonic Neoplasia: A critical approach.

BACKGROUND: The histological assessment of colorectal precancer and cancer lesions is challenging an...

Nov 2024 39616091
Classification of melanoma skin Cancer based on Image Data Set using different neural networks.

This paper aims to address the pressing issue of melanoma classification by leveraging advanced neur...

Nov 2024 39613788
Prediction model for ocular metastasis of breast cancer: machine learning model development and interpretation study.

BACKGROUND: Breast cancer (BC) is caused by the uncontrolled proliferation of breast epithelial cell...

Nov 2024 39614215
Multiple-Instance Learning for thyroid gland disease classification: A hands-on experience.

The morphological diagnosis of thyroid gland neoplasms presents a dual challenge: it requires the ex...

Nov 2024 39612828
FedDBL: Communication and Data Efficient Federated Deep-Broad Learning for Histopathological Tissue Classification.

Histopathological tissue classification is a fundamental task in computational pathology. Deep learn...

Nov 2024 38923486
A Predictive Model Integrating AI Recognition Technology and Biomarkers for Lung Nodule Assessment.

BACKGROUND:  Lung cancer is the most prevalent and lethal cancer globally, necessitating accurate di...

Nov 2024 39591993
Advancing Laboratory Medicine Practice With Machine Learning: Swift yet Exact.

Machine learning (ML) is currently being widely studied and applied in data analysis and prediction ...

Nov 2024 39587856
Virtual histopathology methods in medical imaging - a systematic review.

Virtual histopathology is an emerging technology in medical imaging that utilizes advanced computati...

Nov 2024 39593024
An ultrasonography of thyroid nodules dataset with pathological diagnosis annotation for deep learning.

Ultrasonography (US) of thyroid nodules is often time consuming and may be inconsistent between obse...

Nov 2024 39580501
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