AIMC Topic: Diagnosis, Differential

Clear Filters Showing 321 to 330 of 753 articles

A tree-based machine learning model to approach morphologic assessment of malignant salivary gland tumors.

Annals of diagnostic pathology Nov 18, 2021
Malignant salivary gland tumors represent a challenge for pathologists due to their low frequency and morphologic overlap. In recent years machine learning techniques have been applied to the field of pathology to improve diagnostic performance. In t...
Male Middle Aged Adenocarcinoma Carcinoma, Mucoepidermoid Diagnosis, Differential Salivary Gland Neoplasms Aged Adult Biomarkers, Tumor Humans Machine Learning Female
View on PubMed DOI

Machine Learning Techniques for Differential Diagnosis of Vertigo and Dizziness: A Review.

Sensors (Basel, Switzerland) Nov 14, 2021
Vertigo is a sensation of movement that results from disorders of the inner ear balance organs and their central connections, with aetiologies that are often benign and sometimes serious. An individual who develops vertigo can be effectively treated ...
Machine Learning Diagnosis, Differential Dizziness Vertigo Humans Artificial Intelligence
View on PubMed DOI

Automated interpretation and analysis of bronchoalveolar lavage fluid.

International journal of medical informatics Nov 5, 2021
BACKGROUND: The cytological analysis of bronchoalveolar lavage fluid (BALF) plays an essential role in the differential diagnosis of respiratory diseases. In recent years, deep learning has demonstrated excellent performance in image processing and o...
Diagnosis, Differential Bronchoalveolar Lavage Fluid Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Humans
View on PubMed DOI

Identification of Benign and Malignant Lung Nodules in CT Images Based on Ensemble Learning Method.

Interdisciplinary sciences, computational life sciences Nov 2, 2021
BACKGROUND AND OBJECTIVE: Under the background of urgent need for computer-aided technology to provide physicians with objective decision support, aiming at reducing the false positive rate of nodule CT detection in pulmonary nodules detection and im...
Humans Lung Neoplasms Solitary Pulmonary Nodule Diagnosis, Differential Radiographic Image Interpretation, Computer-Assisted Machine Learning Tomography, X-Ray Computed Diagnosis, Computer-Assisted
View on PubMed DOI

CT classification model of pancreatic serous cystic neoplasms and mucinous cystic neoplasms based on a deep neural network.

Abdominal radiology (New York) Oct 12, 2021
BACKGROUND: At present, numerous challenges exist in the diagnosis of pancreatic SCNs and MCNs. After the emergence of artificial intelligence (AI), many radiomics research methods have been applied to the identification of pancreatic SCNs and MCNs.
Pancreatic Neoplasms Bayes Theorem Retrospective Studies Tomography, X-Ray Computed Diagnosis, Differential Humans Neural Networks, Computer Artificial Intelligence
View on PubMed DOI

Content-based Image Retrieval by Using Deep Learning for Interstitial Lung Disease Diagnosis with Chest CT.

Radiology Oct 12, 2021
Background Evaluation of interstitial lung disease (ILD) at CT is a challenging task that requires experience and is subject to substantial interreader variability. Purpose To investigate whether a proposed content-based image retrieval (CBIR) of sim...
Lung Diseases, Interstitial Deep Learning Diagnosis, Differential Radiographic Image Interpretation, Computer-Assisted Male Middle Aged Lung Humans Female Reproducibility of Results Retrospective Studies Tomography, X-Ray Computed
View on PubMed DOI

Blood-Based Immune Profiling Combined with Machine Learning Discriminates Psoriatic Arthritis from Psoriasis Patients.

International journal of molecular sciences Oct 12, 2021
Psoriasis (Pso) is a chronic inflammatory skin disease, and up to 30% of Pso patients develop psoriatic arthritis (PsA), which can lead to irreversible joint damage. Early detection of PsA in Pso patients is crucial for timely treatment but difficult...
Arthritis, Psoriatic Machine Learning Area Under Curve Discriminant Analysis Phenotype B-Lymphocyte Subsets Female Receptors, Chemokine Aged T-Lymphocytes, Regulatory Humans T-Lymphocyte Subsets Monocytes Adult Psoriasis Middle Aged Diagnosis, Differential ROC Curve
View on PubMed DOI

Deep convolutional neural network-based algorithm for muscle biopsy diagnosis.

Laboratory investigation; a journal of technical methods and pathology Oct 2, 2021
Histopathologic evaluation of muscle biopsy samples is essential for classifying and diagnosing muscle diseases. However, the numbers of experienced specialists and pathologists are limited. Although new technologies such as artificial intelligence a...
Biopsy Myositis Muscles Animals Deep Learning Diagnosis, Differential Muscular Diseases Humans Neural Networks, Computer Algorithms Reproducibility of Results Sensitivity and Specificity
View on PubMed DOI

Selection, Visualization, and Interpretation of Deep Features in Lung Adenocarcinoma and Squamous Cell Carcinoma.

The American journal of pathology Sep 8, 2021
Although deep learning networks applied to digital images have shown impressive results for many pathology-related tasks, their black-box approach and limitation in terms of interpretability are significant obstacles for their widespread clinical uti...
Diagnosis, Differential Feasibility Studies Image Interpretation, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Lung Neoplasms Neural Networks, Computer Humans Female Datasets as Topic Reproducibility of Results Carcinoma, Squamous Cell Adenocarcinoma of Lung Sensitivity and Specificity Male
View on PubMed DOI

3D-PulCNN: Pulmonary cancer classification from hyperspectral images using convolution combination unit based CNN.

Journal of biophotonics Aug 23, 2021
Pulmonary cancer is one of the most common malignancies worldwide. Accurate classification of its subtypes is required in differential diagnosis. However, existing algorithms are mostly based on color images, and the improvement of accuracy is quite ...
Lung Neoplasms Humans Diagnosis, Differential Neural Networks, Computer Algorithms
View on PubMed DOI
Popular Topics
Recent Journals