AIMC Topic: Diagnostic Imaging

Clear Filters Showing 381 to 390 of 978 articles

Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation.

IEEE transactions on medical imaging Jun 1, 2022
Deep neural networks are known to be data-driven and label noise can have a marked impact on model performance. Recent studies have shown great robustness to classic image recognition even under a high noisy rate. In medical applications, learning fr...
Uncertainty Diagnostic Imaging Neural Networks, Computer Radiography Noise
View on PubMed DOI

A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation.

IEEE transactions on medical imaging Jun 1, 2022
In the last years, deep learning has dramatically improved the performances in a variety of medical image analysis applications. Among different types of deep learning models, convolutional neural networks have been among the most successful and they...
Neural Networks, Computer Diagnostic Imaging Image Processing, Computer-Assisted Semantics Deep Learning
View on PubMed DOI

Collaborative Robotic Wire + Arc Additive Manufacture and Sensor-Enabled In-Process Ultrasonic Non-Destructive Evaluation.

Sensors (Basel, Switzerland) May 31, 2022
The demand for cost-efficient manufacturing of complex metal components has driven research for metal Additive Manufacturing (AM) such as Wire + Arc Additive Manufacturing (WAAM). WAAM enables automated, time- and material-efficient manufacturing of ...
Ultrasonics Robotics Robotic Surgical Procedures Diagnostic Imaging Ultrasonography Metals
View on PubMed DOI

Virtual reality in cardiac interventions-New tools or new toys?

Journal of cardiac surgery May 24, 2022
Improvementsin medical imaging and a steady increase in computing power are leading to new possibilities in the field of cardiovascular interventions. Interventions can be planned in advance in greater detail, even to the point of simulating procedur...
Humans Artificial Intelligence Diagnostic Imaging Virtual Reality
View on PubMed DOI

Surgical Selection of T1 Stage Renal Tumor Resection Based on Imaging MAP Score under Smart Medical Care.

Computational intelligence and neuroscience May 18, 2022
Smart medical uses the medical information platform and the current technological means to enable the process of sharing information between medical staff and medical equipment. The combination of current technology and the medical field has become t...
Artificial Intelligence Diagnostic Imaging Kidney Neoplasms Humans Creatinine Technology
View on PubMed DOI

Learning deep neural networks' architectures using differential evolution. Case study: Medical imaging processing.

Computers in biology and medicine May 17, 2022
The COVID-19 pandemic has changed the way we practice medicine. Cancer patient and obstetric care landscapes have been distorted. Delaying cancer diagnosis or maternal-fetal monitoring increased the number of preventable deaths or pregnancy complicat...
Diagnostic Imaging Pandemics Humans Artificial Intelligence Neural Networks, Computer Deep Learning COVID-19
View on PubMed DOI

Current imaging of PE and emerging techniques: is there a role for artificial intelligence?

Clinical imaging May 10, 2022
Acute pulmonary embolism (PE) is a critical, potentially life-threatening finding on contrast-enhanced cross-sectional chest imaging. Timely and accurate diagnosis of thrombus acuity and extent directly influences patient management, and outcomes. Te...
Humans Artificial Intelligence Pulmonary Embolism Diagnostic Imaging Acute Disease Cross-Sectional Studies
View on PubMed DOI

Artificial intelligence in gastrointestinal and hepatic imaging: past, present and future scopes.

Clinical imaging Apr 20, 2022
The use of technology in medicine has grown exponentially because of the technological advancements allowing the digitization of medical data and optimization of their processing to extract multiple features of significant clinical relevance. Radiolo...
Diagnostic Imaging Radiology Forecasting Artificial Intelligence Humans Machine Learning
View on PubMed DOI

U-Net-Based Medical Image Segmentation.

Journal of healthcare engineering Apr 15, 2022
Deep learning has been extensively applied to segmentation in medical imaging. U-Net proposed in 2015 shows the advantages of accurate segmentation of small targets and its scalable network architecture. With the increasing requirements for the perfo...
Neural Networks, Computer Image Processing, Computer-Assisted Humans Diagnostic Imaging
View on PubMed DOI

Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging.

IEEE journal of biomedical and health informatics Apr 14, 2022
A key challenge in training neural networks for a given medical imaging task is the difficulty of obtaining a sufficient number of manually labeled examples. In contrast, textual imaging reports are often readily available in medical records and cont...
Humans Radiography Neural Networks, Computer Diagnostic Imaging
View on PubMed DOI
Popular Topics
Recent Journals