Pathology

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

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Label-Free Quantification of Pharmacokinetics in Skin with Stimulated Raman Scattering Microscopy and Deep Learning.

The treatment of inflammatory skin conditions relies on a deep understanding of how drugs and tissue...

Jul 2020 32710899
Histomorphological investigation of intrahepatic connective tissue for surgical anatomy based on modern computer imaging analysis.

BACKGROUND/PURPOSE: Computer-assisted tissue imaging and analytical techniques were used to clarify ...

Jul 2020 32697892
Needle tip force estimation by deep learning from raw spectral OCT data.

PURPOSE: Needle placement is a challenging problem for applications such as biopsy or brachytherapy....

Jul 2020 32700243
Development and Validation of a Deep-learning Model to Assist With Renal Cell Carcinoma Histopathologic Interpretation.

OBJECTIVE: To develop and test the ability of a convolutional neural network (CNN) to accurately ide...

Jul 2020 32711010
DCT-MIL: Deep CNN transferred multiple instance learning for COPD identification using CT images.

While many pre-defined computed tomographic (CT) measures have been utilized to characterize chronic...

Jul 2020 32235077
Magnetic Resonance Guided Navigation of Untethered Microgrippers.

Microsurgical tools offer a path to less invasive clinical procedures with improved access, reduced ...

Jul 2020 32691952
Computational Cytology: Lessons Learned from Pap Test Computer-Assisted Screening.

BACKGROUND: In the face of rapid technological advances in computational cytology including artifici...

Jul 2020 32694246
The Impact of Artificial Intelligence in the Endoscopic Assessment of Premalignant and Malignant Esophageal Lesions: Present and Future.

In the gastroenterology field, the impact of artificial intelligence was investigated for the purpos...

Jul 2020 32708343
Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning.

OBJECTIVE: Complex phenotypes captured on histological slides represent the biological processes at ...

Jul 2020 32690604
Deep learning-based classification of the mouse estrous cycle stages.

There is a rapidly growing demand for female animals in preclinical animal, and thus it is necessary...

Jul 2020 32678183
A fully automated artificial intelligence method for non-invasive, imaging-based identification of genetic alterations in glioblastomas.

Glioblastoma is the most common malignant brain parenchymal tumor yet remains challenging to treat. ...

Jul 2020 32678261
A deep learning approach for magnetization transfer contrast MR fingerprinting and chemical exchange saturation transfer imaging.

Semisolid magnetization transfer contrast (MTC) and chemical exchange saturation transfer (CEST) MRI...

Jul 2020 32679254
The application of deep learning based diagnostic system to cervical squamous intraepithelial lesions recognition in colposcopy images.

Background Deep learning has presented considerable potential and is gaining more importance in comp...

Jul 2020 32669565
MicroRNA Profiling as a Methodology to Diagnose Ménière's Disease: Potential Application of Machine Learning.

OBJECTIVE: Diagnosis and treatment of Ménière's disease remains a significant challenge because of o...

Jul 2020 32663060
Use of artificial intelligence in diagnosis of head and neck precancerous and cancerous lesions: A systematic review.

This systematic review analyses and describes the application and diagnostic accuracy of Artificial ...

Jul 2020 32674040
Deep-learning-based accurate hepatic steatosis quantification for histological assessment of liver biopsies.

Hepatic steatosis droplet quantification with histology biopsies has high clinical significance for ...

Jul 2020 32661341
Classification of glomerular pathological findings using deep learning and nephrologist-AI collective intelligence approach.

BACKGROUND: Automated classification of glomerular pathological findings is potentially beneficial i...

Jul 2020 32682317
NuClick: A deep learning framework for interactive segmentation of microscopic images.

Object segmentation is an important step in the workflow of computational pathology. Deep learning b...

Jul 2020 32769053
Non-ischemic endocardial scar geometric remodeling toward topological machine learning.

Scar tissues have been important factors in determining the progression of myocardial diseases and t...

Jul 2020 32650699
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