Pathology

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

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Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy.

We propose an approach based on a convolutional neural network to classify skin lesions using the re...

Jul 2019 31946924
Refinement of Convolutional Neural Network Based Cell Nuclei Detection Using Bayesian Inference.

Cytological samples provide useful data for cancer diagnostics but their visual analysis under a mic...

Jul 2019 31947499
Impact of Data Presentation on Physician Performance Utilizing Artificial Intelligence-Based Computer-Aided Diagnosis and Decision Support Systems.

Ultrasound (US) is a valuable imaging modality used to detect primary breast malignancy. However, ra...

Jun 2019 30324429
Artificial Intelligence-Based Classification of Breast Lesions Imaged With a Multiparametric Breast MRI Protocol With Ultrafast DCE-MRI, T2, and DWI.

OBJECTIVES: We investigated artificial intelligence (AI)-based classification of benign and malignan...

Jun 2019 30652985
Label-free optical hemogram of granulocytes enhanced by artificial neural networks.

An outstanding challenge for immunology is the classification of immune cells in a label-free fashio...

May 2019 31163830
Burn wound classification model using spatial frequency-domain imaging and machine learning.

Accurate assessment of burn severity is critical for wound care and the course of treatment. Delays ...

May 2019 31134769
A Deep Learning-Based Decision Support Tool for Precision Risk Assessment of Breast Cancer.

PURPOSE: The Breast Imaging Reporting and Data System (BI-RADS) lexicon was developed to standardize...

May 2019 31141423
Predicting Breast Cancer Molecular Subtype with MRI Dataset Utilizing Convolutional Neural Network Algorithm.

To develop a convolutional neural network (CNN) algorithm that can predict the molecular subtype of ...

Apr 2019 30706213
Computational neural network in melanocytic lesions diagnosis: artificial intelligence to improve diagnosis in dermatology?

Diagnosis in dermatology is largely based on contextual factors going far beyond the visual and derm...

Apr 2019 31017580
Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks.

For patients undergoing surgical cancer resection of squamous cell carcinoma (SCCa), cancer-free sur...

Mar 2019 30891966
Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning.

Recent studies have shown promising results in using Deep Learning to detect malignancy in whole sli...

Mar 2019 31028058
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets.

In this paper, we developed a deep convolutional neural network (CNN) for the classification of mali...

Mar 2019 31622238
Volumetric analysis of breast cancer tissues using machine learning and swept-source optical coherence tomography.

In breast cancer, 20%-30% of cases require a second surgery because of incomplete excision of malign...

Feb 2019 30873970
Tumor Identification in Colorectal Histology Images Using a Convolutional Neural Network.

Colorectal cancer (CRC) is a major global health concern. Its early diagnosis is extremely important...

Feb 2019 30066123
Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map.

The advent of digital pathology provides us with the challenging opportunity to automatically analyz...

Feb 2019 30716022
[Establishment of a deep feature-based classification model for distinguishing benign and malignant breast tumors on full-filed digital mammography].

OBJECTIVE: To develop a deep features-based model to classify benign and malignant breast lesions on...

Jan 2019 30692072
Deep Learning for Chondrocyte Identification in Automated Histological Analysis of Articular Cartilage.

BACKGROUND: Histology-based methods are commonly used in osteoarthritis (OA) research because they p...

Jan 2019 32577101
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