Deep Learning Concept

subject area of

• A Data Set and Deep Learning Algorithm for the Detection of Masses and Architectural Distortions in Digital Breast Tomosynthesis Images  Journal Articles
• A Deep Learning Method to Automatically Identify Reports of Scientifically Rigorous Clinical Research from the Biomedical Literature: Comparative Analytic Study  Journal Articles
• A comparative analysis of eleven neural networks architectures for small datasets of lung images of COVID-19 patients toward improved clinical decisions  Journal Articles
• A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond.  Journal Articles
• AI Methods for Antimicrobial Peptides: Progress and Challenges.  Journal Articles
• An Automated Deep Learning-Based Framework for Uptake Segmentation and Classification on PSMA PET/CT Imaging of Patients with Prostate Cancer  Journal Articles
• An automatic interpretable deep learning pipeline for accurate Parkinson's disease diagnosis using quantitative susceptibility mapping and T1‐weighted images  Journal Articles
• An integrated AI knowledge graph framework of bacterial enzymology and metabolism.  Journal Articles
• Analyzing variation of water inflow to inland lakes under climate change: Integrating deep learning and time series data mining  Journal Articles
• Artificial Intelligence and Deep Learning in Neuroradiology: Exploring the New Frontier  Journal Articles
• Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm  Journal Articles
• Automated body composition analysis of clinically acquired computed tomography scans using neural networks  Journal Articles
• Brain tumor segmentation and grading of lower-grade glioma using deep learning in MRI images  Journal Articles
• Cerebral microbleed detection using Susceptibility Weighted Imaging and deep learning  Journal Articles
• Classification of white blood cells (leucocytes) from blood smear imagery using machine and deep learning models: A global scoping review  Journal Articles
• D-CryptO: deep learning-based analysis of colon organoid morphology from brightfield images  Journal Articles
• Deep learning COVID-19 detection bias: Accuracy through artificial intelligence  Journal Articles
• Deep learning analysis of breast MRIs for prediction of occult invasive disease in ductal carcinoma in situ  Journal Articles
• Deep learning for identifying radiogenomic associations in breast cancer  Journal Articles
• Deep learning for platelet transfusion  Journal Articles
• Deep learning identifies synergistic drug combinations for treating COVID-19  Journal Articles
• Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI  Journal Articles
• Deep learning model to identify homonymous defects on automated perimetry.  Journal Articles
• Deep learning models for webcam eye tracking in online experiments  Journal Articles
• Deep learning to diagnose pouch of Douglas obliteration with ultrasound sliding sign  Journal Articles
• Deep learning to refine the identification of high-quality clinical research articles from the biomedical literature: Performance evaluation  Journal Articles
• Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii  Journal Articles
• Deep-LUMEN assay – human lung epithelial spheroid classification from brightfield images using deep learning  Journal Articles
• Detecting lumbar lesions in ^99mTc‐MDP SPECT by deep learning: Comparison with physicians  Journal Articles
• Developing a privacy-preserving deep learning model for glaucoma detection: a multicentre study with federated learning  Journal Articles
• Diagnostic deep learning algorithms that use resting EEG to distinguish major depressive disorder, bipolar disorder, and schizophrenia from each other and from healthy volunteers  Journal Articles
• Discovery of a structural class of antibiotics with explainable deep learning  Journal Articles
• Does a deep learning inventory predict knowledge transfer? Linking student perceptions to transfer outcomes  Journal Articles
• Editorial on “Deep Learning with 3D Convolutional Neural Network for Noninvasive Prediction of Microvascular Invasion in Hepatocellular Carcinoma”  Journal Articles
• Electroencephalography estimates brain age in infants with high precision: Leveraging advanced machine learning in healthcare.  Journal Articles
• Enhancing Nigrosome‐1 Sign Identification via Interpretable AI using True Susceptibility Weighted Imaging  Journal Articles
• Estimation theory and Neural Networks revisited: REKF and RSVSF as optimization techniques for Deep-Learning  Journal Articles
• Evaluation methodology for deep learning imputation models  Journal Articles
• Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning  Conferences
• Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models  Journal Articles
• Landet: an efficient physics-informed deep learning approach for automatic detection of anatomical landmarks and measurement of spinopelvic alignment  Journal Articles
• Multimodal Artificial Intelligence in Medicine.  Journal Articles
• Nailfold capillaroscopy and deep learning in diabetes  Journal Articles
• Neurophysiological Correlates of Concussion: Deep Learning for Clinical Assessment  Journal Articles
• Optic Disc Classification by Deep Learning versus Expert Neuro‐Ophthalmologists  Journal Articles
• Permutationally Invariant Deep Learning Approach to Molecular Fingerprinting with Application to Compound Mixtures  Journal Articles
• Prediction of emergency department revisits among child and youth mental health outpatients using deep learning techniques  Journal Articles
• Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method  Journal Articles
• Pulmonary 129Xe MRI: CNN Registration and Segmentation to Generate Ventilation Defect Percent with Multi-center Validation.  Journal Articles
• SWFT-Net: a deep learning framework for efficient fine-tuning spot weights towards adaptive proton therapy  Journal Articles
• Scoring alignments by embedding vector similarity  Journal Articles
• Testing a deep convolutional neural network for automated hippocampus segmentation in a longitudinal sample of healthy participants  Journal Articles
• Using deep learning and pretreatment EEG to predict response to sertraline, bupropion, and placebo.  Journal Articles