Deep Learning Publication Navigator - subtopic: automated


Year TitleAuthor
2017   Towards an affordable deep learning system: automated intervertebral disc detection in x-ray images  R Sa, W Owens, R Wiegand, V Chaudhary
2017   Automated Diagnostics for Manufacturing Machinery Based on Well-Regularized Deep Neural Networks  R DiBiano, S Mukhopadhyay
2017   Automated Identification of Diabetic Retinopathy Using Deep Learning  R Gargeya, T Leng
2017   Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey  RP Singh, S Gupta, UR Acharya
2017   Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project  M Eshghi, HR Roth, M Oda, MS Chung, K Mori
2017   Automated IT system failure prediction: A deep learning approach  K Zhang, J Xu, MR Min, G Jiang, K Pelechrinis
2017   Su1642 Automated Polyp Detection Using Deep Learning: Leveling the Field  WE Karnes, T Alkayali, M Mittal, A Patel, J Kim
2017   Automated Feature Engineering for Deep Neural Networks with Genetic Programming  J Heaton
2017   Deep SOMs for automated feature extraction and classification from big data streaming  M Sakkari, R Ejbali, M Zaied
2017   Automated human physical function measurement using constrained high dispersal network with SVM-linear  D Meng, G Cao, X Song, W Chen, W Cao
2017   Multi-stream Deep Learning Framework for Automated Presentation Assessment  J Li, Y Wong, MS Kankanhalli
2017   BrainSegNet: a convolutional neural network architecture for automated segmentation of human brain structures  R Mehta, A Majumdar, J Sivaswamy
2017   DeepXplore: Automated Whitebox Testing of Deep Learning Systems  K Pei, Y Cao, J Yang, S Jana
2017   Automated Feature Selection and Churn Prediction using Deep Learning Models  V Umayaparvathi, K Iyakutti
2017   Automated detection of nerve fiber layer defects on retinal fundus images using fully convolutional network for early diagnosis of glaucoma  R Watanabe, C Muramatsu, K Ishida, A Sawada
2017   A Generic Deep-Learning-Based Approach for Automated Surface Inspection  R Ren, T Hung, KC Tan
2017   Abstract TP48: Automated Deep Learning-based Measurement of DWI Lesion Volume in Acute Stroke Using Convolutional Neural Networks  S Winzeck, MJ Bouts, E McIntosh, R Bezerra, I Diwan
2017   Automated Segmentation of Hyperintense Regions in FLAIR MRI Using Deep Learning  P Korfiatis, TL Kline, BJ Erickson
2017   Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys  TL Kline, P Korfiatis, ME Edwards, JD Blais
2017   Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images  L Yu, X Yang, H Chen, J Qin, PA Heng
2017   Automated segmentation of 3D anatomical structures on CT images by using a deep convolutional network based on end-to-end learning approach  X Zhou, R Takayama, S Wang, X Zhou, T Hara, H Fujita
2017   Automated identification of northern leaf blight-infected maize plants from field imagery using deep learning  C DeChant, T Wiesner
2017   Deep learning based feature representation for automated skin histopathological image annotation  G Zhang, CHR Hsu, H Lai, X Zheng
2017   An End-to-End Computer Vision Pipeline for Automated Cardiac Function Assessment by Echocardiography  RC Deo, J Zhang, LA Hallock, S Gajjala, L Nelson
2017   Application of Deep Convolutional Neural Network for Automated Detection of Myocardial Infarction Using ECG Signals  UR Acharya, H Fujita, OS Lih, Y Hagiwara, JH Tan
2017   Automated analysis of high‐content microscopy data with deep learning  OZ Kraus, BT Grys, J Ba, Y Chong, BJ Frey, C Boone
2017   Automated Segmentation Of Organ Chambers Using Deep Learning Methods From Medical Imaging  MR Avendi, H Jafarkhani, A Kheradvar
2017   Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks  P Lakhani, B Sundaram
2017   Fully Automated Classification Of Mammograms Using Deep Residual Neural Networks  N Dhungel, G Carneiro, AP Bradley
2017   Automated plasmodia recognition in microscopic images for diagnosis of malaria using convolutional neural networks  S Krappe, M Benz, A Gryanik, E Tannich, C Wegner
2017   Automated Latent Fingerprint Recognition  K Cao, AK Jain
2017   Deep Learning for Automated Quality Assessment of Color Fundus Images in Diabetic Retinopathy Screening  SK Saha, B Fernando, J Cuadros, D Xiao
2017   Fully Automated Deep Learning System for Bone Age Assessment  H Lee, S Tajmir, J Lee, M Zissen, BA Yeshiwas
2017   Comparing Humans and Deep Learning Performance for Grading AMD: A Study in Using Universal Deep Features and Transfer Learning for Automated AMD …  P Burlina, KD Pacheco, N Joshi, DE Freund
2017   Deep Learning-Based Automated Modulation Classification for Cognitive Radio  GJ Mendis, J Wei, A Madanayake
2017   On The Synthesis Of Machine Learning and Automated Reasoning For An Artificial Synthetic Organic Chemist  M Yadav
2017   3D Deeply Supervised Network for Automated Segmentation of Volumetric Medical Images  Q Dou, L Yu, H Chen, Y Jin, X Yang, J Qin, PA Heng
2017   Deep Learning for Automated Extraction of Primary Sites from Cancer Pathology Reports  J Qiu, HJ Yoon, PA Fearn, GD Tourassi
2017   Multi-task Deep Neural Networks in Automated Protein Function Prediction  AS Rifaioglu, T Doğan, MJ Martin, R Cetin
2016   Towards Automated Melanoma Screening: Exploring Transfer Learning Schemes  A Menegola, M Fornaciali, R Pires, S Avila, E Valle
2016   Predicting tDCS treatment outcomes of patients with major depressive disorder using automated EEG classification  AM Al
2016   A Framework for Automated Meta-Analysis: Dendritic Cell Therapy Case Study  AA Boyko, YC Kim, AY Lupatov, P AI, S RE, AV Shvets
2016   Using Machine Learning and Probabilistic Frameworks to Enhance Incident and Problem Management: Automated Ticket Classification and Structuring  A Sailer, R Mahindru, Y Song, X Wei
2016   Method And System For Automated Quality Assurance And Automated Treatment Planning In Radiation Therapy  TG Purdie, CJ Mcintosh, I Svistoun
2016   An Automated Traffic Surveillance System with Aerial Camera Arrays: Data Collection with Vehicle Tracking  X Zhao, D Dawson, WA Sarasua, ST Birchfield
2016   Using artificial intelligence strategies for process-related automated inspection in the production environment  K Anding, P Kuritcyn, D Garten
2016   Integrating Online and Offline 3D Deep Learning for Automated Polyp Detection in Colonoscopy Videos.  L Yu, H Chen, Q Dou, J Qin, PA Heng
2016   Use of convolutional neural network as the first step of fully automated tumor detection on 11C-methionine brain PET  K Hirata, W Takeuchi, S Yamaguchi, H Kobayashi
2016   A Deep-Learning Approach for Operation of an Automated Realtime Flare Forecast  Y Hada
2016   Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results  M Fornaciali, M Carvalho, FV Bittencourt, S Avila
2016   Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans  C Chu, J De Fauw, N Tomasev, BR Paredes, C Hughes
2016   Automated Diagnosis of Parkinsonian Syndromes by Deep Sparse Filtering-Based Features  A Ortiz, FJ Martínez
2016   Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation  HC Shin, K Roberts, L Lu, D Demner
2016   Automated image classification via unsupervised feature learning by K-means  H Karimy Dehkordy
2016   Automated 5-year Mortality Prediction using Deep Learning and Radiomics Features from Chest Computed Tomography  G Carneiro, L Oakden
2016   Detecting Preperimetric Glaucoma with Standard Automated Perimetry Using a Deep Learning Classifier  R Asaoka, H Murata, A Iwase, M Araie
2016   Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection  D Weimer, B Scholz
2016   EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis  MSM Sajjadi, B Schölkopf, M Hirsch
2016   Robust Automated Human Activity Recognition and its Application to Sleep Research  A Sathyanarayana, F Ofli, L Fernandes
2016   Automated Retinopathy of Prematurity Case Detection with Convolutional Neural Networks  DE Worrall, CM Wilson, GJ Brostow
2016   Automated sleep scoring using unsupervised learning of meta-features  S Olsson
2016   DeepPicker: a Deep Learning Approach for Fully Automated Particle Picking in Cryo-EM  F Wang, H Gong, M Li, C Yan, T Xia, X Li, J Zeng
2016   Automated mitosis detection with deep regression networks  H Chen, X Wang, PA Heng
2016   Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, A Sohn, RM Summers
2016   Deep convolutional networks for automated detection of posterior-element fractures on spine CT  HR Roth, Y Wang, J Yao, L Lu, JE Burns, RM Summers
2016   Ranking Model with a Reduced Feature Set for an Automated Question Generation System  MS Divate, A Salgaonkar
2016   Towards the Design of an End-to-End Automated System for Image and Video-based Recognition  R Chellappa, JC Chen, R Ranjan
2016   Understanding Innovation Engines: Automated Creativity and Improved Stochastic Optimization via Deep Learning  A Nguyen, J Yosinski, J Clune
2016   Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks  L Zhang, A Gooya, B Dong, R Hua, SE Petersen
2016   1.2 Three pillars enabling the Internet of Everything: Smart everyday objects, information-centric networks, and automated real-time insights  SV Vandebroek
2016   Automated Grading of Gliomas using Deep Learning in Digital Pathology Images: A modular approach with ensemble of convolutional neural networks  MG Ertosun, DL Rubin
2016   Deep learning in color: towards automated quark/gluon jet discrimination  PT Komiske, EM Metodiev, MD Schwartz
2016   Automated algorithmic trading: machine learning and agent-based modelling in complex adaptive financial markets  A Booth
2016   A 3D Active Contour Method for Automated Segmentation of the Left Ventricle from Magnetic Resonance Images  M Hajiaghayi, E Groves, H Jafarkhani, A Kheradvar
2016   A Comparison of Human and Automated Face Verification Accuracy on Unconstrained Image Sets  A Blanton, KC Allen, T Miller, ND Kalka, AK Jain
2016   Automated detection of smuggled high-risk security threats using Deep Learning  N Jaccard, TW Rogers, EJ Morton, LD Griffin
2016   Deep Learning Human Mind for Automated Visual Classification  C Spampinato, S Palazzo, I Kavasidis, D Giordano
2016   Automated Human Facial Expression Recognition Using Extreme Learning Machines  A Ravichander, S Vijay, V Ramaseshan, S Natarajan
2016   Automated analysis of retinal imaging using machine learning techniques for computer vision  J De Fauw, P Keane, N Tomasev, D Visentin
2016   Automated Detection of Three-Dimensional Cars in Mobile Laser Scanning Point Clouds Using DBM-Hough-Forests  Y Yu, J Li, H Guan, C Wang
2016   Combining Deep Learning and Level Set for the Automated Segmentation of the Left Ventricle of the Heart from Cardiac Cine Magnetic Resonance  TA Ngo, Z Lu, G Carneiro
2016   DeepCyTOF: Automated Cell Classification of Mass Cytometry Data by Deep Learning and Domain Adaptation  H Li, U Shaham, Y Yao, R Montgomery, Y Kluger
2016   A Model for Automated Affect Recognition on Smartphone-Cloud Architecture  Y Su, R Rana, F Whittaker, J Soar
2016   Automated vision system for fabric defect inspection using Gabor filters and PCNN  Y Li, C Zhang
2016   Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep LearningDeep Learning Detection of Diabetic …  MD Abràmoff, Y Lou, A Erginay, W Clarida, R Amelon
2015   Innovation engines: Automated creativity and improved stochastic optimization via deep learning  A Nguyen, J Yosinski, J Clune
2015   Automated Mass Detection from Mammograms using Deep Learning and Random Forest  NDG Carneiro, AP Bradley
2015   Tabby Talks: an automated tool for the assessment of childhood apraxia of speech  M Shahin, B Ahmed, A Parnandi, V Karappa
2015   DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, HC Shin, J Liu, E Turkbey
2015   Deep Convolutional Neural Networks for Automated Scoring of Constructed Responses  D Higgins, L Chen, M Heilman, K Zechner, N Madnani
2015   Methods And Systems Of Multi-Dimensional Automated Ride-Sharing Optimization  A Rostamian, J KU
2015   apsis-Framework for Automated Optimization of Machine Learning Hyper Parameters  F Diehl, A Jauch
2015   An Automated System for Garment Texture Design Class Identification  EK Dey, MNA Tawhid, M Shoyaib
2015   Automated Mass Detection in Mammograms using Cascaded Deep Learning and Random Forests  N Dhungel, G Carneiro, AP Bradley
2015   From automated home to sustainable, healthy and manufacturing home: a new story enabled by the Internet-of-Things and Industry 4.0  J Branger, Z Pang
2015   An automated framework for counting lymphocytes from microscopic images  DKT Le, AA Bui, Z Yu, FM Bui
2015   Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation  HC Shin, L Lu, L Kim, A Seff, J Yao, RM Summers
2015   Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos  JW Ha, KM Kim, BT Zhang
2014   Machine Learning in Intelligent Video and Automated Monitoring  YB Yuan, GY David, S Zhao
2014   Automated intelligent system for sound signalling device quality assurance  T Maniak, C Jayne, R Iqbal, F Doctor
2014   A critical examination of deep learningapproaches to automated speech recognition  NGA LAYOUSS
2014   Testing AutoTrace: A machine-learning approach to automated tongue contour data extraction  GV Hahn
2014   Automated Gene Expression Pattern Annotation In The Mouse Brain  TAO YANG, X ZHAO, B LIN, TAO ZENG, S JI, J YE
2014   Automated computation of arbor densities: a step toward identifying neuronal cell types  U Sümbül, A Zlateski, A Vishwanathan, RH Masland