Standout Papers
Citation Impact
Citing Papers
SVM-Optimization and Steepest-Descent Line Search.
2009
How to solve classification and regression problems on high-dimensional data with a supervised extension of slow feature analysis
2013
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
2016 Standout
Backpropagation and the brain
2020 StandoutNobel
Automatic coronary artery calcium scoring in cardiac CT angiography using paired convolutional neural networks
2016
Design of fluorescent materials for chemical sensing
2007
Optical multiple chemical sensing: status and current challenges
2007
Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study
2018
Far-red to near infrared analyte-responsive fluorescent probes based on organic fluorophore platforms for fluorescence imaging
2012 Standout
Machine learning for molecular and materials science
2018 StandoutNature
Discrimination of Trace Heavy‐Metal Ions by Filtration on Sol–Gel Membrane Arrays
2011
A Fast Learning Algorithm for Deep Belief Nets
2006 StandoutNobel
Multi-column deep neural network for traffic sign classification
2012
Differential receptor arrays and assays for solution-based molecular recognition
2005
Fluorescence Based Sensor Arrays
2010
The dual role of fragments in fragment‐assembly methods for de novo protein structure prediction
2011 StandoutNobel
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
The Perseus computational platform for comprehensive analysis of (prote)omics data
2016 Standout
Temperature based Restricted Boltzmann Machines
2016
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
Automatic 3D liver segmentation based on deep learning and globally optimized surface evolution
2016
How machine learning can help select capping layers to suppress perovskite degradation
2020 StandoutNobel
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
Representation learning for mammography mass lesion classification with convolutional neural networks
2016
Silica‐Based Mesoporous Organic–Inorganic Hybrid Materials
2006 Standout
A Novel Hg2+ Selective Ratiometric Fluorescent Chemodosimeter Based on an Intramolecular FRET Mechanism
2008
Deep learning
2015 StandoutNatureNobel
Fast and robust segmentation of the striatum using deep convolutional neural networks
2016
Representation Learning: A Review and New Perspectives
2013 Standout
Neuroscience-Inspired Artificial Intelligence
2017 StandoutNobel
SwissADME: a free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules
2017 Standout
Fluorescent and colorimetric sensors for detection of lead, cadmium, and mercury ions
2011 Standout
High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks
2016
Detecting Representations of Recent and Remote Autobiographical Memories in vmPFC and Hippocampus
2012 StandoutNobel
New sensing mechanisms for design of fluorescent chemosensors emerging in recent years
2011 Standout
Enhancing deep convolutional neural network scheme for breast cancer diagnosis with unlabeled data
2016
OARSI Clinical Trials Recommendations: Hip imaging in clinical trials in osteoarthritis
2015
Artificial intelligence in radiology
2018 Standout
Deep learning in neural networks: An overview
2014 Standout
Automatic 3D liver location and segmentation via convolutional neural network and graph cut
2016
A new trend in rhodamine-based chemosensors: application of spirolactam ring-opening to sensing ions
2008 Standout
Thiol–Ene Click Chemistry
2010 Standout
Luminescent probes and sensors for temperature
2013 Standout
Machine learning: Trends, perspectives, and prospects
2015 StandoutScience
Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
2017 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Differentiating between Fluorescence-Quenching Metal Ions with Polyfluorophore Sensors Built on a DNA Backbone
2011
Exponential natural evolution strategies
2010
A Survey on Policy Search for Robotics
2011
Improving Computer-Aided Detection UsingConvolutional Neural Networks and Random View Aggregation
2015
All-optical machine learning using diffractive deep neural networks
2018 StandoutScience
Convolutional networks for fast, energy-efficient neuromorphic computing
2016
Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network
2017
Anatomy-specific classification of medical images using deep convolutional nets
2015
Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images
2017
Justifying and Generalizing Contrastive Divergence
2008
Deep convolutional networks for pancreas segmentation in CT imaging
2015
Multi-scale 3D convolutional neural networks for lesion segmentation in brain MRI
2015
Luminescent Chemodosimeters for Bioimaging
2012 Standout
Deep Learning in Medical Imaging: General Overview
2017
Diagnosis and Treatment of Hip and Knee Osteoarthritis
2021 Standout
Automatic Feature Learning to Grade Nuclear Cataracts Based on Deep Learning
2015
Fiber-Optic Chemical Sensors and Biosensors
2004
An optical sensor for pH supported onto tentagel resin beads
2007
Metal–Organic Framework Materials as Chemical Sensors
2011 Standout
Quantum Dot-Based Multiplexed Fluorescence Resonance Energy Transfer
2005 StandoutNobel
Deep learning for healthcare: review, opportunities and challenges
2017 Standout
Mammographic Breast Density Assessment Using Deep Learning: Clinical Implementation
2018
LIBSVM
2011 Standout
Machine Learning in Medicine
2019 Standout
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
2016 Standout
Automatic Segmentation of Liver Tumor in CT Images with Deep Convolutional Neural Networks
2015
ImageNet classification with deep convolutional neural networks
2017 StandoutNobel
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
2018 Standout
Referenced luminescent sensing and imaging with digital color cameras: A comparative study
2012
Completely Derandomized Self-Adaptation in Evolution Strategies
2001 Standout
Hierarchical Neural Networks for Image Interpretation
2003
Fluorescent Sensors for Measuring Metal Ions in Living Systems
2014 Standout
Cross-Reactive Sensor Array for Metal Ion Sensing Based on Fluorescent SAMs
2007
An Automatic Learning-Based Framework for Robust Nucleus Segmentation
2015
An analysis of robust cost functions for CNN in computer-aided diagnosis
2016
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals
2017 Standout
Naked-Eye Cadmium Sensor: Using Chromoionophore Arrays of Langmuir−Blodgett Molecular Assemblies
2007
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine
2023 Standout
Multiple fluorescent chemical sensing and imaging
2010
Hough-CNN: Deep learning for segmentation of deep brain regions in MRI and ultrasound
2017
Deep Learning Applications in Medical Image Analysis
2017
A survey of deep neural network architectures and their applications
2016 Standout
A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound
2016
Fluorescent Chemosensors Based on Spiroring-Opening of Xanthenes and Related Derivatives
2011 Standout
Deep learning with non-medical training used for chest pathology identification
2015
Definitions, methods, and applications in interpretable machine learning
2019 Standout
Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
2016
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing
2016
Fluoro- and Chromogenic Chemodosimeters for Heavy Metal Ion Detection in Solution and Biospecimens
2010
Sub-cortical brain structure segmentation using F-CNN'S
2016
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
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
2015 Standout
Design Strategies for Water-Soluble Small Molecular Chromogenic and Fluorogenic Probes
2013 Standout
Optical Metal Ion Sensor Based on Diffusion Followed by an Immobilizing Reaction. Quantitative Analysis by a Mesoporous Monolith Containing Functional Groups
2005
Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks
2016
A Fluorophore‐Doped Polymer Nanomaterial for Referenced Imaging of pH and Temperature with Sub‐Micrometer Resolution
2012
Fluorescence Sensor Array for Metal Ion Detection Based on Various Coordination Chemistries: General Performance and Potential Application
2008
Molecular imprinting: perspectives and applications
2016 Standout
Deep neural networks for anatomical brain segmentation
2015
Works of Christian Igel being referenced
Training RBMs Based on the Signs of the CD Approximation of the Log-likelihood Derivatives
2011
Parameter optimization for visual obstacle detection using a derandomized evolution strategy
2001
Maximum-Gain Working Set Selection for SVMs
2006
Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network
2013
Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition
2012 Standout
Evolving field models for inhibition effects in early vision
2002
Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring
2016
Neuroevolution strategies for episodic reinforcement learning
2009
Operator adaptation in evolutionary computation and its application to structure optimization of neural networks
2003
Cross-Reactive Metal Ion Sensor Array in a Micro Titer Plate Format
2003
Bounding the Bias of Contrastive Divergence Learning
2010
Optimization of dynamic neural fields
2001
The German Traffic Sign Recognition Benchmark: A multi-class classification competition
2011 Standout
Femoral cartilage segmentation in Knee MRI scans using two stage voxel classification
2013
Empirical evaluation of the improved Rprop learning algorithms
2003
Gradient-Based Adaptation of General Gaussian Kernels
2005
Training restricted Boltzmann machines: An introduction
2013
Image processing and behavior planning for intelligent vehicles
2003