Standout Papers
Citation Impact
Citing Papers
COVID-MobileXpert: On-Device COVID-19 Screening using Snapshots of Chest X-Ray
2020
Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks
2019
Attention gated networks: Learning to leverage salient regions in medical images
2019 Standout
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images
2019 Standout
Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images
2017
Deep convolutional neural network based medical image classification for disease diagnosis
2019
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
DCAN: Deep contour-aware networks for object instance segmentation from histology images
2016
Augmented Radiologist Workflow Improves Report Value and Saves Time: A Potential Model for Implementation of Artificial Intelligence
2019
A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop
2019
Convolutional neural networks for computer-aided detection or diagnosis in medical image analysis: An overview
2019
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
2018 Standout
Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD
2013
AI in health and medicine
2022 Standout
Cellpose 2.0: how to train your own model
2022 Standout
Deep neural network models for computational histopathology: A survey
2020
Big data and machine learning algorithms for health-care delivery
2019 Standout
Comparative effectiveness of convolutional neural network (CNN) and recurrent neural network (RNN) architectures for radiology text report classification
2018
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Preparing Medical Imaging Data for Machine Learning
2020 Standout
Multimodal biomedical AI
2022 Standout
Designing deep learning studies in cancer diagnostics
2021
Privacy in the age of medical big data
2018 Standout
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
Deep learning in histopathology: the path to the clinic
2021 Standout
Broadening horizons: the role of ferroptosis in cancer
2021 Standout
Dictionary learning for integrative, multimodal and scalable single-cell analysis
2023 Standout
A guide to deep learning in healthcare
2018 Standout
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
2018 Standout
Mapping single-cell data to reference atlases by transfer learning
2021
Artificial Intelligence in Cardiology
2018 Standout
A scoping review of transfer learning research on medical image analysis using ImageNet
2020
Automated deep-neural-network surveillance of cranial images for acute neurologic events
2018
Digital pathology and artificial intelligence
2019 Standout
Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions
2017 Standout
Performance of convolutional neural networks for identification of bacteria in 3D microscopy datasets
2018
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Identifying tumor in pancreatic neuroendocrine neoplasms from Ki67 images using transfer learning
2018
Artificial intelligence in radiology
2018 Standout
Within-subject template estimation for unbiased longitudinal image analysis
2012 Standout
Characterizing the Discussion of Antibiotics in the Twittersphere: What is the Bigger Picture?
2015
COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images
2020 Standout
Learning to detect chest radiographs containing pulmonary lesions using visual attention networks
2019
Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease
2018
Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography
2017
Epithelial–mesenchymal-transition-inducing transcription factors: new targets for tackling chemoresistance in cancer?
2018
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study
2020
Medical Image Computing and Computer-Assisted Intervention – MICCAI 2011
2011
All-optical machine learning using diffractive deep neural networks
2018 StandoutScience
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images
2020
Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks
2017
RGB-D-based human motion recognition with deep learning: A survey
2018
Reinforcement learning for building controls: The opportunities and challenges
2020 Standout
When Machines Think: Radiology’s Next Frontier
2017
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
Multi-Resolution CNN and Knowledge Transfer for Candidate Classification in Lung Nodule Detection
2019
Learning Drug Functions from Chemical Structures with Convolutional Neural Networks and Random Forests
2019
Convolutional neural network: a review of models, methodologies and applications to object detection
2019
Computer-Aided Diagnosis Systems for Lung Cancer: Challenges and Methodologies
2013
Review of the State of the Art of Deep Learning for Plant Diseases: A Broad Analysis and Discussion
2020
Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data
2020
A Comprehensive Survey on Transfer Learning
2020 Standout
A survey on Image Data Augmentation for Deep Learning
2019 Standout
Methodologic Guide for Evaluating Clinical Performance and Effect of Artificial Intelligence Technology for Medical Diagnosis and Prediction
2018 Standout
Convolutional Neural Networks for Radiologic Images: A Radiologist’s Guide
2019
Review on deep learning applications in frequency analysis and control of modern power system
2021 Standout
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
2016 Standout
Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification
2020
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
2018 Standout
Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images
2020
Urinary Stone Detection on CT Images Using Deep Convolutional Neural Networks: Evaluation of Model Performance and Generalization
2019
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
Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey
2020
Learning from class-imbalanced data: Review of methods and applications
2016 Standout
Deep learning in medical image analysis: A third eye for doctors
2019
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
Transfer learning with deep neural networks for model predictive control of HVAC and natural ventilation in smart buildings
2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
2019 Standout
A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images
2020
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
ChatGPT Chemistry Assistant for Text Mining and the Prediction of MOF Synthesis
2023 StandoutNobel
Disentangling Rotational Dynamics and Ordering Transitions in a System of Self-Organizing Protein Nanorods via Rotationally Invariant Latent Representations
2021 StandoutNobel
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing
2016
Deep Learning in Medical Image Analysis
2017 Standout
Res2Net: A New Multi-Scale Backbone Architecture
2019 Standout
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
2021 Standout
Autonomous deep learning: A genetic DCNN designer for image classification
2019
Multimedia-enhanced Radiology Reports: Concept, Components, and Challenges
2018
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally
2017
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network
2016
Multi-scale Convolutional Neural Networks for Lung Nodule Classification
2015
Works of Le Lü being referenced
Interleaved text/image deep mining on a large-scale radiology database for automated image interpretation
2016
Multi-level Ground Glass Nodule Detection and Segmentation in CT Lung Images
2009
Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest
2016
Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation
2018
Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks
2016
Twist promotes invasion and cisplatin resistance in pancreatic cancer cells through growth differentiation factor 15
2015
Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach
2011
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
Improving Computer-Aided Detection UsingConvolutional Neural Networks and Random View Aggregation
2015
Anatomy-specific classification of medical images using deep convolutional nets
2015
A Bottom-Up Approach for Pancreas Segmentation Using Cascaded Superpixels and (Deep) Image Patch Labeling
2016
Deep convolutional networks for pancreas segmentation in CT imaging
2015
2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers
2014
Detection and diagnosis of colitis on computed tomography using deep convolutional neural networks
2017
Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography
2019
An analysis of robust cost functions for CNN in computer-aided diagnosis
2016
Active appearance model and deep learning for more accurate prostate segmentation on MRI
2016
Deep Learning and Convolutional Neural Networks for Medical Image Computing
2017
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks
2016
A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations
2014