DeepHealth: Review and challenges of artificial intelligence in health informatics | Paper Citation Record

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This paper cites Deep learning for healthcare: review, opportunities and challenges.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning for healthcare: review, opportunities and challenges

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This paper cites Deep learning for health informatics.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning for health informatics

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This paper cites A survey on deep learning in medical image analysis.

DeepHealth: Review and challenges of artificial intelligence in health informatics A survey on deep learning in medical image analysis

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This paper cites Biomarker tests for molecularly targeted therapies–the key to unlocking precision medicine.

DeepHealth: Review and challenges of artificial intelligence in health informatics Biomarker tests for molecularly targeted therapies–the key to unlocking precision medicine

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DeepHealth: Review and challenges of artificial intelligence in health informatics A new initiative on precision medicine

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This paper cites Shickel, P.

DeepHealth: Review and challenges of artificial intelligence in health informatics Shickel, P

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This paper cites Deep learning for computational biology.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning for computational biology

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This paper cites A guide to deep learning in healthcare.

DeepHealth: Review and challenges of artificial intelligence in health informatics A guide to deep learning in healthcare

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This paper cites A systematic literature review of machine learning in online personal health data.

DeepHealth: Review and challenges of artificial intelligence in health informatics A systematic literature review of machine learning in online personal health data

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This paper cites Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey

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This paper cites Deep learning for healthcare biometrics.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning for healthcare biometrics

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This paper cites Deep learning trends for focal brain pathology segmentation in mri.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning trends for focal brain pathology segmentation in mri

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Observation e6e639a2-c5c2-4d07-ad74-d78eba9bfef9 · outbound

This paper cites Big data application in biomedical research and health care: a literature review.

DeepHealth: Review and challenges of artificial intelligence in health informatics Big data application in biomedical research and health care: a literature review

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This paper cites Biomedical informatics and machine learning for clinical genomics.

DeepHealth: Review and challenges of artificial intelligence in health informatics Biomedical informatics and machine learning for clinical genomics

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This paper cites Deep learning in drug discovery.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning in drug discovery

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This paper cites Deep learning: new computational modelling techniques for genomics.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning: new computational modelling techniques for genomics

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This paper cites Deep artiﬁcial neural networks and neuromorphic chips for big data analysis: pharmaceutical and bioinformatics applications.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep artiﬁcial neural networks and neuromorphic chips for big data analysis: pharmaceutical and bioinformatics applications

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This paper cites A review and assessment framework for mobile-based emergency intervention apps.

DeepHealth: Review and challenges of artificial intelligence in health informatics A review and assessment framework for mobile-based emergency intervention apps

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This paper cites A review of wearable sensors and systems with application in rehabilitation.

DeepHealth: Review and challenges of artificial intelligence in health informatics A review of wearable sensors and systems with application in rehabilitation

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This paper cites Critical care, critical data.Biomedical Engineering and Computational Biology, 10:1179597219856564, 2019.

DeepHealth: Review and challenges of artificial intelligence in health informatics Critical care, critical data.Biomedical Engineering and Computational Biology, 10:1179597219856564, 2019

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This paper cites Deep learning in neural networks: An overview.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning in neural networks: An overview

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This paper cites Dropout: a simple way to prevent neural networks from overﬁtting.

DeepHealth: Review and challenges of artificial intelligence in health informatics Dropout: a simple way to prevent neural networks from overﬁtting

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Observation 15b7447e-a1de-43f0-b8af-ae7aa91193fe · outbound

This paper cites Deep learning.

DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning

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This paper cites 3d deep learning for multi-modal imaging-guided survival time prediction of brain tumor patients.

DeepHealth: Review and challenges of artificial intelligence in health informatics 3d deep learning for multi-modal imaging-guided survival time prediction of brain tumor patients

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This paper cites Multimodal deep learning for cervical dysplasia diagnosis.

DeepHealth: Review and challenges of artificial intelligence in health informatics Multimodal deep learning for cervical dysplasia diagnosis

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This paper cites Unsupervised transfer learning via multi-scale convolutional sparse coding for biomedical applications.

DeepHealth: Review and challenges of artificial intelligence in health informatics Unsupervised transfer learning via multi-scale convolutional sparse coding for biomedical applications

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This paper cites Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography.

DeepHealth: Review and challenges of artificial intelligence in health informatics Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

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This paper cites Multi-instance deep learning: Discover discriminative local anatomies for bodypart recognition.

DeepHealth: Review and challenges of artificial intelligence in health informatics Multi-instance deep learning: Discover discriminative local anatomies for bodypart recognition

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This paper cites Machine learning in genomic medicine: a review of computational problems and data sets.

DeepHealth: Review and challenges of artificial intelligence in health informatics Machine learning in genomic medicine: a review of computational problems and data sets

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This paper cites The human splicing code reveals new insights into the genetic determinants of disease.

DeepHealth: Review and challenges of artificial intelligence in health informatics The human splicing code reveals new insights into the genetic determinants of disease

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This paper cites Predicting the sequence speciﬁcities of dna-and rna-binding proteins by deep learning.

DeepHealth: Review and challenges of artificial intelligence in health informatics Predicting the sequence speciﬁcities of dna-and rna-binding proteins by deep learning

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This paper cites Accurate prediction of single-cell dna methylation states using deep learning.

DeepHealth: Review and challenges of artificial intelligence in health informatics Accurate prediction of single-cell dna methylation states using deep learning

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DeepHealth: Review and challenges of artificial intelligence in health informatics A clinically applicable approach to continuous prediction of future acute kidney injury

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DeepHealth: Review and challenges of artificial intelligence in health informatics Davis, Thomas A

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DeepHealth: Review and challenges of artificial intelligence in health informatics Seymour, Jason N

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DeepHealth: Review and challenges of artificial intelligence in health informatics Knaus and Richard D

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DeepHealth: Review and challenges of artificial intelligence in health informatics Improving outcomes in patients with acute kidney injury: the impact of hospital based automated aki alerts

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DeepHealth: Review and challenges of artificial intelligence in health informatics Nephrotoxicities

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DeepHealth: Review and challenges of artificial intelligence in health informatics Review of vancomycin-induced renal toxicity: an update

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DeepHealth: Review and challenges of artificial intelligence in health informatics Supervised reinforcement learning with recurrent neural network for dynamic treatment recommendation

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DeepHealth: Review and challenges of artificial intelligence in health informatics A clinically applicable approach to continuous prediction of future acute kidney injury

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DeepHealth: Review and challenges of artificial intelligence in health informatics General practitioner-hospital commu- nications: A review of discharge summaries

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DeepHealth: Review and challenges of artificial intelligence in health informatics Biometric and mobile gait analysis for early diagnosis and therapy monitoring in parkinson’s disease

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DeepHealth: Review and challenges of artificial intelligence in health informatics An adaptive deep learning approach for ppg-based identiﬁcation

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DeepHealth: Review and challenges of artificial intelligence in health informatics Decoding eeg and lfp signals using deep learning: heading truenorth

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DeepHealth: Review and challenges of artificial intelligence in health informatics Improving tuberculosis diagnostics using deep learning and mobile health technologies among resource-poor and marginalized communities

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DeepHealth: Review and challenges of artificial intelligence in health informatics Social restricted boltzmann machine: Human behavior prediction in health social networks

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DeepHealth: Review and challenges of artificial intelligence in health informatics On the ground validation of online diagnosis with twitter and medical records

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DeepHealth: Review and challenges of artificial intelligence in health informatics An ensemble heterogeneous classiﬁcation methodology for discovering health-related knowledge in social media messages

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DeepHealth: Review and challenges of artificial intelligence in health informatics # hayfever; a longitudinal study into hay fever related tweets in the uk

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DeepHealth: Review and challenges of artificial intelligence in health informatics A machine learning approach to classiﬁcation of drug reviews in russian

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DeepHealth: Review and challenges of artificial intelligence in health informatics Uses of electronic health records for public health surveillance to advance public health

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DeepHealth: Review and challenges of artificial intelligence in health informatics Adoption of electronic health record systems among us non-federal acute care hospitals: 2008-2015

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DeepHealth: Review and challenges of artificial intelligence in health informatics Support vector machine

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DeepHealth: Review and challenges of artificial intelligence in health informatics Support vector machine soft margin classiﬁers: error analysis

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DeepHealth: Review and challenges of artificial intelligence in health informatics Support vector machines

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DeepHealth: Review and challenges of artificial intelligence in health informatics Multilinear operators for higher-order decompositions

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DeepHealth: Review and challenges of artificial intelligence in health informatics Word2vec — Wikipedia, the free encyclopedia

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DeepHealth: Review and challenges of artificial intelligence in health informatics Efficient Estimation of Word Representations in Vector Space

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DeepHealth: Review and challenges of artificial intelligence in health informatics Learning representations by back-propagating errors

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DeepHealth: Review and challenges of artificial intelligence in health informatics Gradient-based learning applied to document recognition

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DeepHealth: Review and challenges of artificial intelligence in health informatics Imagenet classiﬁcation with deep convolutional neural networks

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DeepHealth: Review and challenges of artificial intelligence in health informatics Receptive ﬁelds, binocular interaction and functional architecture in the cat’s visual cortex.The Journal of physiology, 160(1):106–154, 1962

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DeepHealth: Review and challenges of artificial intelligence in health informatics 3d convolutional neural networks for human action recognition

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DeepHealth: Review and challenges of artificial intelligence in health informatics A learning algorithm for continually running fully recurrent neural networks

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DeepHealth: Review and challenges of artificial intelligence in health informatics Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

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DeepHealth: Review and challenges of artificial intelligence in health informatics Lstm: A search space odyssey

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DeepHealth: Review and challenges of artificial intelligence in health informatics Natural Language Processing (almost) from Scratch

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DeepHealth: Review and challenges of artificial intelligence in health informatics Learning long-term dependencies with gradient descent is difﬁcult

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DeepHealth: Review and challenges of artificial intelligence in health informatics Long short-term memory

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DeepHealth: Review and challenges of artificial intelligence in health informatics Reducing the dimensionality of data with neural networks

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DeepHealth: Review and challenges of artificial intelligence in health informatics Deep Learning

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DeepHealth: Review and challenges of artificial intelligence in health informatics Autoencoder — Wikipedia, the free encyclopedia

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DeepHealth: Review and challenges of artificial intelligence in health informatics Efﬁcient learning of sparse representations with an energy-based model

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DeepHealth: Review and challenges of artificial intelligence in health informatics Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion

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DeepHealth: Review and challenges of artificial intelligence in health informatics Extracting and composing robust features with denoising autoencoders

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DeepHealth: Review and challenges of artificial intelligence in health informatics Contractive auto-encoders: Explicit invariance during feature extraction

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DeepHealth: Review and challenges of artificial intelligence in health informatics Exploring strategies for training deep neural networks

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DeepHealth: Review and challenges of artificial intelligence in health informatics A fast learning algorithm for deep belief nets

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DeepHealth: Review and challenges of artificial intelligence in health informatics Learning and relearning in boltzmann machines

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DeepHealth: Review and challenges of artificial intelligence in health informatics Probabilistic reasoning in intelligent systems: networks of plausible inference

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DeepHealth: Review and challenges of artificial intelligence in health informatics Deep boltzmann machines

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DeepHealth: Review and challenges of artificial intelligence in health informatics Attention is all you need

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DeepHealth: Review and challenges of artificial intelligence in health informatics Neural Machine Translation by Jointly Learning to Align and Translate

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DeepHealth: Review and challenges of artificial intelligence in health informatics How transferable are features in deep neural networks? In Advances in neural information processing systems, pages 3320–3328, 2014

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DeepHealth: Review and challenges of artificial intelligence in health informatics Learning many related tasks at the same time with backpropagation

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DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learning of representations for unsupervised and transfer learning

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DeepHealth: Review and challenges of artificial intelligence in health informatics Deep learners beneﬁt more from out-of-distribution examples

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DeepHealth: Review and challenges of artificial intelligence in health informatics Introduction to reinforcement learning, volume 135

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DeepHealth: Review and challenges of artificial intelligence in health informatics Reinforcement learning: A survey

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DeepHealth: Review and challenges of artificial intelligence in health informatics Multiple model-based reinforcement learning

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DeepHealth: Review and challenges of artificial intelligence in health informatics A survey of actor-critic reinforcement learning: Standard and natural policy gradients

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DeepHealth: Review and challenges of artificial intelligence in health informatics Representation learning: A review and new perspectives

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DeepHealth: Review and challenges of artificial intelligence in health informatics Learning continuous control policies by stochastic value gradients

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DeepHealth: Review and challenges of artificial intelligence in health informatics Gradient estimation using stochastic computation graphs

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DeepHealth: Review and challenges of artificial intelligence in health informatics A Brief Survey of Deep Reinforcement Learning

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DeepHealth: Review and challenges of artificial intelligence in health informatics Predicting Alzheimer's disease: a neuroimaging study with 3D convolutional neural networks

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