Standout Papers
Citation Impact
Citing Papers
COVID-MobileXpert: On-Device COVID-19 Screening using Snapshots of Chest X-Ray
2020
Deep convolutional neural network based medical image classification for disease diagnosis
2019
DCAN: Deep contour-aware networks for object instance segmentation from histology images
2016
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
Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography
2016
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
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
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
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
Low-light image enhancement of high-speed endoscopic videos using a convolutional neural network
2019
Deep learning based classification of breast tumors with shear-wave elastography
2016
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
VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images
2017
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
Artificial intelligence in healthcare
2018 Standout
COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images
2020 Standout
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
Key challenges for delivering clinical impact with artificial intelligence
2019 Standout
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
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
Machine-learning-assisted high-throughput computational screening of high performance metal–organic frameworks
2020
Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks
2017
Reinforcement learning for building controls: The opportunities and challenges
2020 Standout
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification
2018
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
Data Analysis Strategies in Medical Imaging
2018
Deep visual domain adaptation: A survey
2018 Standout
Applications of Deep Learning and Reinforcement Learning to Biological Data
2018
Convolutional neural network: a review of models, methodologies and applications to object detection
2019
Review of the State of the Art of Deep Learning for Plant Diseases: A Broad Analysis and Discussion
2020
Multiple Feature Integration for Classification of Thoracic Disease in Chest Radiography
2019
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
Transitive Transfer Learning
2015
Deep learning in breast cancer risk assessment: evaluation of convolutional neural networks on a clinical dataset of full-field digital mammograms
2017
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
Artificial intelligence in cancer imaging: Clinical challenges and applications
2019 Standout
Urinary Stone Detection on CT Images Using Deep Convolutional Neural Networks: Evaluation of Model Performance and Generalization
2019
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
Can AI Help in Screening Viral and COVID-19 Pneumonia?
2020 Standout
Deep Learning for Multigrade Brain Tumor Classification in Smart Healthcare Systems: A Prospective Survey
2020
Concluding remarks: current and next generation MOFs
2021 StandoutNobel
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals
2017 Standout
An Intelligent Fault Diagnosis Method for Bearings with Variable Rotating Speed Based on Pythagorean Spatial Pyramid Pooling CNN
2018
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
Deep Learning Applications in Medical Image Analysis
2017
Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition
2019 Standout
Transfer learning with deep neural networks for model predictive control of HVAC and natural ventilation in smart buildings
2019
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
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
The practical implementation of artificial intelligence technologies in medicine
2018 Standout
Deep Learning for Generic Object Detection: A Survey
2019 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
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
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
A deep feature fusion methodology for breast cancer diagnosis demonstrated on three imaging modality datasets
2017
Works of Mingchen Gao being referenced
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks
2016