Citation Impact
Citing Papers
Biomedically-relevant metal organic framework-hydrogel composites
2023 StandoutNobel
Cancer statistics, 2022
2022 Standout
DICOM for quantitative imaging biomarker development: a standards based approach to sharing clinical data and structured PET/CT analysis results in head and neck cancer research
2016
State-of-the-art in artificial neural network applications: A survey
2018 Standout
Attention gated networks: Learning to leverage salient regions in medical images
2019 Standout
A review of uncertainty quantification in deep learning: Techniques, applications and challenges
2021 Standout
Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis
2021 Standout
Advanced machine learning in action: identification of intracranial hemorrhage on computed tomography scans of the head with clinical workflow integration
2018
Cancer statistics, 2020
2020 Standout
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries
2021 Standout
Cancer Statistics, 2021
2021 Standout
Lung cancer identification: a review on detection and classification
2020
Augmented Radiologist Workflow Improves Report Value and Saves Time: A Potential Model for Implementation of Artificial Intelligence
2019
MultiResUNet : Rethinking the U-Net architecture for multimodal biomedical image segmentation
2019 Standout
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks
2016
Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box
2015
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
AI in health and medicine
2022 Standout
Convolutional neural networks: an overview and application in radiology
2018 Standout
Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation
2018
Large language models in medicine
2023 Standout
Prolonged lung cancer screening reduced 10-year mortality in the MILD trial: new confirmation of lung cancer screening efficacy
2019
Improving airway segmentation in computed tomography using leak detection with convolutional networks
2016
Integrating uncertainty in deep neural networks for MRI based stroke analysis
2020
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
2017 Standout
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Preparing Medical Imaging Data for Machine Learning
2020 Standout
Designing deep learning studies in cancer diagnostics
2021
Early and locally advanced non-small-cell lung cancer (NSCLC): ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up
2017 Standout
Detection and Labeling of Vertebrae in MR Images Using Deep Learning with Clinical Annotations as Training Data
2017
A survey on deep learning in medical image analysis
2017 Standout
Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology
2017 Standout
Deep learning in histopathology: the path to the clinic
2021 Standout
Automated detection of COVID-19 cases using deep neural networks with X-ray images
2020 Standout
A guide to deep learning in healthcare
2018 Standout
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation
2017 Standout
Deep Learning: A Primer for Radiologists
2017
Clinical Trials for Artificial Intelligence in Cancer Diagnosis: A Cross-Sectional Study of Registered Trials in ClinicalTrials.gov
2020
A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using 18F-FDG PET of the Brain
2018
End-to-end design of wearable sensors
2022 Standout
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Artificial intelligence in radiology
2018 Standout
Artificial intelligence in healthcare
2018 Standout
End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography
2019
3D deeply supervised network for automated segmentation of volumetric medical images
2017
Key challenges for delivering clinical impact with artificial intelligence
2019 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
Large Margin Local Estimate With Applications to Medical Image Classification
2015
All-optical machine learning using diffractive deep neural networks
2018 StandoutScience
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images
2017
Clinical characteristics of 140 patients infected with SARS‐CoV‐2 in Wuhan, China
2020 Standout
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
2018
3D convolutional neural network for automatic detection of lung nodules in chest CT
2017
Guidelines for Management of Incidental Pulmonary Nodules Detected on CT Images: From the Fleischner Society 2017
2017 Standout
Multiple Feature Integration for Classification of Thoracic Disease in Chest Radiography
2019
A survey on Image Data Augmentation for Deep Learning
2019 Standout
Convolutional neural networks for medical image analysis: State-of-the-art, comparisons, improvement and perspectives
2021
CT Quantitative Analysis and Its Relationship with Clinical Features for Assessing the Severity of Patients with COVID-19
2020
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
2018 Standout
Artificial intelligence in cancer imaging: Clinical challenges and applications
2019 Standout
Can AI Help in Screening Viral and COVID-19 Pneumonia?
2020 Standout
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals
2017 Standout
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images
2016
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine
2023 Standout
Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection
2016
Deep Learning Applications in Medical Image Analysis
2017
Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition
2019 Standout
Fully automated detection of breast cancer in screening MRI using convolutional neural networks
2018
Automatic Skin Cancer Detection in Dermoscopy Images Based on Ensemble Lightweight Deep Learning Network
2020 Standout
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 Standout
Advancing Biosensors with Machine Learning
2020
Definitions, methods, and applications in interpretable machine learning
2019 Standout
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images
2020
Deep Learning for Generic Object Detection: A Survey
2019 Standout
Evaluate the Malignancy of Pulmonary Nodules Using the 3-D Deep Leaky Noisy-OR Network
2019
Deep Learning in Medical Image Analysis
2017 Standout
Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks
2016
Idiopathic Pulmonary Fibrosis
2018 Standout
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
2021 Standout
Analyzing Tongue Images Using a Conceptual Alignment Deep Autoencoder
2018
Works of Colin Jacobs being referenced
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images
2013
Lung cancer risk to personalise annual and biennial follow-up computed tomography screening
2018
Automatic detection of large pulmonary solid nodules in thoracic CT images
2015
Robust semi-automatic segmentation of pulmonary subsolid nodules in chest computed tomography scans
2015
Google’s lung cancer AI: a promising tool that needs further validation
2019
Computer-Aided Detection of Ground Glass Nodules in Thoracic CT Images Using Shape, Intensity and Context Features
2011
Computer Vision Tool and Technician as First Reader of Lung Cancer Screening CT Scans
2016
Predictive Accuracy of the PanCan Lung Cancer Risk Prediction Model -External Validation based on CT from the Danish Lung Cancer Screening Trial
2015
Solid, Part-Solid, or Non-Solid?
2014
Long-Term Active Surveillance of Screening Detected Subsolid Nodules is a Safe Strategy to Reduce Overtreatment
2018
Observer variability for Lung-RADS categorisation of lung cancer screening CTs: impact on patient management
2018
Observer Variability for Classification of Pulmonary Nodules on Low-Dose CT Images and Its Effect on Nodule Management
2015
An automatic quantification system for MS lesions with integrated DICOM structured reporting (DICOM-SR) for implementation within a clinical environment
2010
Bag-of-Frequencies: A Descriptor of Pulmonary Nodules in Computed Tomography Images
2014
Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
2016