Structure-based protein function prediction using graph convolutional networks | Nature Communications
Uncovering material deformations via machine learning combined with four-dimensional scanning transmission electron microscopy | npj Computational Materials
Recent advances and applications of machine learning in solid-state materials science | npj Computational Materials
Heterogeneous graph construction and HinSAGE learning from electronic medical records | Scientific Reports
A flow feature detection method for modeling pressure distribution around a cylinder in non-uniform flows by using a convolutional neural network | Scientific Reports
Remote Sensing | Free Full-Text | Deep Learning for Land Use and Land Cover Classification Based on Hyperspectral and Multispectral Earth Observation Data: A Review
Procedure of data preprocessing, feature extraction, classification,... | Download Scientific Diagram
Training confounder-free deep learning models for medical applications | Nature Communications
How to apply machine learning and deep learning methods to audio analysis | by Gideon Mendels | Towards Data Science
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets | Nature Communications
Deep learning in mental health outcome research: a scoping review | Translational Psychiatry
Deep neural networks for the evaluation and design of photonic devices | Nature Reviews Materials
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks | npj Computational Materials
Feature Extraction Techniques. An end to end guide on how to reduce a… | by Pier Paolo Ippolito | Towards Data Science
Peak learning of mass spectrometry imaging data using artificial neural networks | Nature Communications
Flowchart of preprocessing, feature extraction and data splitting applied. | Download Scientific Diagram
Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data | Nature Communications
An ensemble learning approach to digital corona virus preliminary screening from cough sounds | Scientific Reports
Sensors | Free Full-Text | New Sensor Data Structuring for Deeper Feature Extraction in Human Activity Recognition
Remaining useful life prognosis of turbofan engines based on deep feature extraction and fusion | Scientific Reports
Democratising deep learning for microscopy with ZeroCostDL4Mic | Nature Communications
Overview preprocessing, feature extraction and classification. | Download Scientific Diagram
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning | Nature Communications
Applications of deep-learning approaches in horticultural research: a review | Horticulture Research
Applied Sciences | Free Full-Text | Keyword Extraction Algorithm for Classifying Smoking Status from Unstructured Bilingual Electronic Health Records Based on Natural Language Processing
