Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact

AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design

(2021) Jianning Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep learning in medical image registration: a survey

(2020) Grant Haskins et al.   MACHINE VISION AND APPLICATIONS

From Brain Science to Artificial Intelligence

(2020) Jingtao Fan et al.   Engineering

Why Is Artificial Intelligence Blamed More? Analysis of Faulting Artificial Intelligence for Self-Driving Car Accidents in Experimental Settings

(2020) J.W. Hong   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Sexist AI: An Experiment Integrating CASA and ELM

(2020) Joo-Wha Hong et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Detection, segmentation, simulation and visualization of aortic dissections: A review

(2020) Antonio Pepe et al.   MEDICAL IMAGE ANALYSIS

Deep Learning on Graphs: A Survey

(2020) Ziwei Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Deep Learning for Image Super-Resolution: A Survey

(2020) Zhihao Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Few-Shot Named Entity Recognition via Meta-Learning

(2020) Jing Li et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Computed tomography data collection of the complete human mandible and valid clinical ground truth models

(2019) Jürgen Wallner et al.   Scientific Data

Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data

(2019) Christina Gsaxner et al.   PLoS One

Deep Learning Based Recommender System

(2019) Shuai Zhang et al.   ACM COMPUTING SURVEYS

A Comprehensive Survey of Deep Learning for Image Captioning

(2019) MD. Zakir Hossain et al.   ACM COMPUTING SURVEYS

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning

(2019) Shaveta Dargan et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

A Marker-Less Registration Approach for Mixed Reality–Aided Maxillofacial Surgery: a Pilot Evaluation

(2019) Antonio Pepe et al.   JOURNAL OF DIGITAL IMAGING

Deep Learning for Generic Object Detection: A Survey

(2019) Li Liu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Learning for Biometrics

(2018) Kalaivani Sundararajan et al.   ACM COMPUTING SURVEYS

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

NiftyNet: a deep-learning platform for medical imaging

(2018) Eli Gibson et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

RGB-D-based human motion recognition with deep learning: A survey

(2018) Pichao Wang et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Survey on deep learning for radiotherapy

(2018) Philippe Meyer et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Learning for IoT Big Data and Streaming Analytics: A Survey

(2018) Mehdi Mohammadi et al.   IEEE Communications Surveys and Tutorials

Recent Trends in Deep Learning Based Natural Language Processing [Review Article]

(2018) Tom Young et al.   IEEE Computational Intelligence Magazine

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

A Survey of Data Mining and Deep Learning in Bioinformatics

(2018) Kun Lan et al.   JOURNAL OF MEDICAL SYSTEMS

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Deep learning in pharmacogenomics: from gene regulation to patient stratification

(2018) Alexandr A Kalinin et al.   PHARMACOGENOMICS

Deep learning for sentiment analysis: A survey

(2018) Lei Zhang et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI

(2018) Maciej A. Mazurowski et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Deep Learning for Aspect-Based Sentiment Analysis: A Comparative Review

(2018) Hai Ha Do et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Multimodal Learning: A Survey on Recent Advances and Trends

(2017) Dhanesh Ramachandram et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deep Reinforcement Learning: A Brief Survey

(2017) Kai Arulkumaran et al.   IEEE SIGNAL PROCESSING MAGAZINE

Going deeper into action recognition: A survey

(2017) Samitha Herath et al.   IMAGE AND VISION COMPUTING

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied Remote Sensing

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

(2017) Vivienne Sze et al.   PROCEEDINGS OF THE IEEE

Deep Learning in Microscopy Image Analysis: A Survey

(2017) Fuyong Xing et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis

(2017) Benjamin Shickel et al.   IEEE Journal of Biomedical and Health Informatics

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

The Evolution of Computing: AlphaGo

(2016) Jim X. Chen   COMPUTING IN SCIENCE & ENGINEERING

Deep learning for visual understanding: A review

(2016) Yanming Guo et al.   NEUROCOMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE