AIMC Topic: Phenotype
Clear Filters Showing 631 to 640 of 922 articles
Discrimination of plant root zone water status in greenhouse production based on phenotyping and machine learning techniques.
Scientific reports
Aug 15, 2017
Plant-based sensing on water stress can provide sensitive and direct reference for precision irrigation system in greenhouse. However, plant information acquisition, interpretation, and systematical application remain insufficient. This study develop...
Bow-tie signaling in c-di-GMP: Machine learning in a simple biochemical network.
PLoS computational biology
Aug 2, 2017
Bacteria of many species rely on a simple molecule, the intracellular secondary messenger c-di-GMP (Bis-(3'-5')-cyclic dimeric guanosine monophosphate), to make a vital choice: whether to stay in one place and form a biofilm, or to leave it in search...
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker.
NeuroImage
Jul 29, 2017
Machine learning analysis of neuroimaging data can accurately predict chronological age in healthy people. Deviations from healthy brain ageing have been associated with cognitive impairment and disease. Here we sought to further establish the creden...
Knowledge base and mini-expert platform for the diagnosis of inborn errors of metabolism.
Genetics in medicine : official journal of the American College of Medical Genetics
Jul 20, 2017
PurposeRecognizing individuals with inherited diseases can be difficult because signs and symptoms often overlap those of common medical conditions. Focusing on inborn errors of metabolism (IEMs), we present a method that brings the knowledge of high...
The impact of machine learning techniques in the study of bipolar disorder: A systematic review.
Neuroscience and biobehavioral reviews
Jul 18, 2017
Machine learning techniques provide new methods to predict diagnosis and clinical outcomes at an individual level. We aim to review the existing literature on the use of machine learning techniques in the assessment of subjects with bipolar disorder....
Artificial neural networks as auxiliary tools for the improvement of bean plant architecture.
Genetics and molecular research : GMR
Jun 29, 2017
Classification using a scale of visual notes is a strategy used to select erect bean plants in order to improve bean plant architectures. Use of morphological traits associated with the phenotypic expression of bean architecture in classification pro...
Hyperspectral Imaging for Presymptomatic Detection of Tobacco Disease with Successive Projections Algorithm and Machine-learning Classifiers.
Scientific reports
Jun 23, 2017
We investigated the feasibility and potentiality of presymptomatic detection of tobacco disease using hyperspectral imaging, combined with the variable selection method and machine-learning classifiers. Images from healthy and TMV-infected leaves wit...
Text Mining of the Electronic Health Record: An Information Extraction Approach for Automated Identification and Subphenotyping of HFpEF Patients for Clinical Trials.
Journal of cardiovascular translational research
Jun 5, 2017
Precision medicine requires clinical trials that are able to efficiently enroll subtypes of patients in whom targeted therapies can be tested. To reduce the large amount of time spent screening, identifying, and recruiting patients with specific subt...
Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework.
Scientific reports
May 10, 2017
Precision medicine approaches rely on obtaining precise knowledge of the true state of health of an individual patient, which results from a combination of their genetic risks and environmental exposures. This approach is currently limited by the lac...
Machine Learning Techniques for Predicting Crop Photosynthetic Capacity from Leaf Reflectance Spectra.
Molecular plant
Apr 28, 2017
Harnessing natural variation in photosynthetic capacity is a promising route toward yield increases, but physiological phenotyping is still too laborious for large-scale genetic screens. Here, we evaluate the potential of leaf reflectance spectroscop...
Don't Miss the Future of Medicine
Join thousands of healthcare professionals staying informed about the latest AI breakthroughs in medicine. Get curated insights delivered to your inbox.
Subscribe NowPopular Topics
- Machine Learning 31155
- Neural Networks, Computer 29777
- Algorithms 26923
- Deep Learning 26427
- Artificial Intelligence 24367
- Robotics 13323
- Image Processing, Computer-Assisted 9556
- Retrospective Studies 9139
- Magnetic Resonance Imaging 6201
- Reproducibility of Results 5603
- Tomography, X-Ray Computed 4779
- Support Vector Machine 4697
- Computational Biology 4248
- Brain 4056
- Computer Simulation 3887
Recent Journals
- Scientific reports 6099
- Sensors (Basel, Switzerland) 4794
- PloS one 4051
- Neural networks : the official journal of the International Neural Network Society 2930
- Computational intelligence and neuroscience 1931
- Computers in biology and medicine 1868
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 1686
- Studies in health technology and informatics 1278
- IEEE journal of biomedical and health informatics 1137
- Journal of chemical information and modeling 1006
- Nature communications 962
- Computer methods and programs in biomedicine 883
- Bioinformatics (Oxford, England) 862
- Briefings in bioinformatics 853
- IEEE transactions on neural networks and learning systems 830