Citation Impact
Citing Papers
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
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
2019 Standout
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification
2016
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
2016 Standout
3D multi-scale FCN with random modality voxel dropout learning for Intervertebral Disc Localization and Segmentation from Multi-modality MR Images
2018
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
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 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
Big data and machine learning algorithms for health-care delivery
2019 Standout
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals
2017 Standout
Preparing Medical Imaging Data for Machine Learning
2020 Standout
Designing deep learning studies in cancer diagnostics
2021
Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans
2016
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
Deep learning based classification of breast tumors with shear-wave elastography
2016
A guide to deep learning in healthcare
2018 Standout
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation
2017 Standout
Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations
2017 Standout
Deep Learning: A Primer for Radiologists
2017
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
2018 Standout
VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images
2017
Digital pathology and artificial intelligence
2019 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
Characterizing the Discussion of Antibiotics in the Twittersphere: What is the Bigger Picture?
2015
3D deeply supervised network for automated segmentation of volumetric medical images
2017
Learning to detect chest radiographs containing pulmonary lesions using visual attention networks
2019
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning
2018
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
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
A Bottom-Up Approach for Pancreas Segmentation Using Cascaded Superpixels and (Deep) Image Patch Labeling
2016
Deep Learning and Its Applications in Biomedicine
2018
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
2018
Robust Nucleus/Cell Detection and Segmentation in Digital Pathology and Microscopy Images: A Comprehensive Review
2016
Deep Learning for Health Informatics
2016 Standout
Applications of Deep Learning and Reinforcement Learning to Biological Data
2018
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
2021 Standout
A Comprehensive Survey on Transfer Learning
2020 Standout
Deep learning for healthcare: review, opportunities and challenges
2017 Standout
A survey on Image Data Augmentation for Deep Learning
2019 Standout
Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms
2017
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
2016 Standout
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
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition
2016
Face Mask Wearing Detection Algorithm Based on Improved YOLO-v4
2021 Standout
Apple Leaf Diseases Recognition Based on An Improved Convolutional Neural Network
2020 Standout
Unsupervised pre-trained filter learning approach for efficient convolution neural network
2019
A person centered work psychology: changing paradigms by broadening horizons
1996 Standout
Can AI Help in Screening Viral and COVID-19 Pneumonia?
2020 Standout
Combining Generative and Discriminative Representation Learning for Lung CT Analysis With Convolutional Restricted Boltzmann Machines
2016
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals
2017 Standout
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine
2023 Standout
Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images
2016
Deep Learning Applications in Medical Image Analysis
2017
Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition
2019 Standout
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
Definitions, methods, and applications in interpretable machine learning
2019 Standout
The practical implementation of artificial intelligence technologies in medicine
2018 Standout
Deep Learning for Generic Object Detection: A Survey
2019 Standout
Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
2016
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing
2016
Deep Learning in Medical Image Analysis
2017 Standout
Automated Melanoma Recognition in Dermoscopy Images via Very Deep Residual Networks
2016
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks
2016
Multimedia-enhanced Radiology Reports: Concept, Components, and Challenges
2018
Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks
2016
Multi-scale Convolutional Neural Networks for Lung Nodule Classification
2015
Works of Ari Seff being referenced
Interleaved text/image deep mining on a large-scale radiology database for automated image interpretation
2016
Improving Computer-Aided Detection UsingConvolutional Neural Networks and Random View Aggregation
2015
Anatomy-specific classification of medical images using deep convolutional nets
2015
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers
2014
An analysis of robust cost functions for CNN in computer-aided diagnosis
2016
A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations
2014