Pathology

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

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Neural Network Approaches for Soft Biological Tissue and Organ Simulations.

Given the functional complexities of soft tissues and organs, it is clear that computational simulat...

Dec 2022 36193891
Pathologic Image Classification of Flat Urothelial Lesions Using Pathologic Criteria-Based Deep Learning.

OBJECTIVES: Pathologic diagnosis of flat urothelial lesions is subject to high interobserver variabi...

Dec 2022 36197883
[A Case of Gastric Granular Cell Tumor Resected by a Surgical Robot].

A 46-year-old man was referred to further treatment for a 20 mm submucosal tumor at the gastric angl...

Dec 2022 36733010
[A Case of Malignant Peripheral Nerve Sheath Tumor of the Anus Resected by Robot Assisted-APR].

An 81-year-old female visited a local hospital with complaints of anal pain. A tumor was found on th...

Dec 2022 36733063
Differentiation of breast lesions on dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) using deep transfer learning based on DenseNet201.

In order to achieve better performance, artificial intelligence is used in breast cancer diagnosis. ...

Nov 2022 36397422
Segmentation of human aorta using 3D nnU-net-oriented deep learning.

Computed tomography angiography (CTA) has become the main imaging technique for cardiovascular disea...

Nov 2022 36461517
GraphLoc: a graph neural network model for predicting protein subcellular localization from immunohistochemistry images.

MOTIVATION: Recognition of protein subcellular distribution patterns and identification of location ...

Oct 2022 36111875
[Deep learning-based fully automated intelligent and precise diagnosis for melanocytic lesions].

Melanocytic lesions occur on the surface of the skin, in which the malignant type is melanoma with a...

Oct 2022 36310480
BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.

Breast cancer is the most commonly diagnosed cancer and registers the highest number of deaths for w...

Oct 2022 36251776
Predicting cross-tissue hormone-gene relations using balanced word embeddings.

MOTIVATION: Inter-organ/inter-tissue communication is central to multi-cellular organisms including ...

Oct 2022 36000859
Deep Learning-based Outcome Prediction in Progressive Fibrotic Lung Disease Using High-Resolution Computed Tomography.

Reliable outcome prediction in patients with fibrotic lung disease using baseline high-resolution c...

Oct 2022 35696341
Comparison of preprocessing techniques to reduce nontissue-related variations in hyperspectral reflectance imaging.

SIGNIFICANCE: Hyperspectral reflectance imaging can be used in medicine to identify tissue types, su...

Oct 2022 36207772
A spatial attention guided deep learning system for prediction of pathological complete response using breast cancer histopathology images.

MOTIVATION: Predicting pathological complete response (pCR) to neoadjuvant chemotherapy (NAC) in tri...

Sep 2022 35962988
Prostate Cancer Risk Prediction and Online Calculation Based on Machine Learning Algorithm.

Objective To build a prostate cancer (PCa) risk prediction model based on common clinical indicators...

Sep 2022 36321176
AI analysis and modified type classification for endocytoscopic observation of esophageal lesions.

Endocytoscopy (EC) facilitates real-time histological diagnosis of esophageal lesions in vivo. We de...

Sep 2022 35292794
[Agreement evaluation of the severity of oral epithelial dysplasia in oral leukoplakia].

To evaluate the inter-observer agreement of the severity of oral epithelial dysplasia in oral leuko...

Sep 2022 36097938
DEMoS: a deep learning-based ensemble approach for predicting the molecular subtypes of gastric adenocarcinomas from histopathological images.

MOTIVATION: The molecular subtyping of gastric cancer (adenocarcinoma) into four main subtypes based...

Sep 2022 35801909
Human and machine: Better at pathology together?

Meaningful integration of artificial intelligence (AI) will transform the application of "big data" ...

Aug 2022 35944500
Pan-cancer integrative histology-genomic analysis via multimodal deep learning.

The rapidly emerging field of computational pathology has demonstrated promise in developing objecti...

Aug 2022 35944502
Robot-assisted tumorectomy for an unusual pelvic retroperitoneal leiomyoma: A case report.

RATIONALE: Extrauterine leiomyoma occasionally occurs in rare locations with unusual growth patterns...

Aug 2022 35945744
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