AIMC Topic: Algorithms

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Modeling and measurement of signaling outcomes affecting decision making in noisy intracellular networks using machine learning methods.

Integrative biology : quantitative biosciences from nano to macro May 21, 2020
Characterization of decision-making in cells in response to received signals is of importance for understanding how cell fate is determined. The problem becomes multi-faceted and complex when we consider cellular heterogeneity and dynamics of biochem...
Decision Making DNA Damage Outcome Assessment, Health Care Reproducibility of Results ROC Curve Signal Transduction Genes, p53 Normal Distribution PTEN Phosphohydrolase Probability Tumor Suppressor Protein p53 Multivariate Analysis Humans Machine Learning Algorithms
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iLearn: an integrated platform and meta-learner for feature engineering, machine-learning analysis and modeling of DNA, RNA and protein sequence data.

Briefings in bioinformatics May 21, 2020
With the explosive growth of biological sequences generated in the post-genomic era, one of the most challenging problems in bioinformatics and computational biology is to computationally characterize sequences, structures and functions in an efficie...
DNA Internet RNA Machine Learning Algorithms Proteins Sequence Analysis
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Comparing enrichment analysis and machine learning for identifying gene properties that discriminate between gene classes.

Briefings in bioinformatics May 21, 2020
Biologists very often use enrichment methods based on statistical hypothesis tests to identify gene properties that are significantly over-represented in a given set of genes of interest, by comparison with a 'background' set of genes. These enrichme...
Gene Expression Profiling Computational Biology Machine Learning Algorithms
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Role of Artificial Intelligence (AI) in Surgery: Introduction, General Principles, and Potential Applications.

Surgical technology international May 20, 2020
AI (Artificial intelligence) is an interdisciplinary field aimed at the development of algorithms to endow machines with the capability of executing cognitive tasks. The number of publications regarding AI and surgery has increased dramatically over ...
Artificial Intelligence Algorithms Forecasting Humans
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Computer vision's potential to improve health care.

Lancet (London, England) May 16, 2020
Video Recording Algorithms Vision, Ocular Computers Patient Harm Delivery of Health Care Surgeons Intensive Care Units Humans United States Electronic Health Records Artificial Intelligence Medicare Clinical Decision-Making
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Artificial Intelligence Will Not Replace Health Professionals, but the Proper Use of Artificial Intelligence Will Make Health Professionals Better.

Cancer research May 15, 2020
Deep learning has enabled great advances to be made in cancer research with regards to diagnosis, prognosis, and treatment. The study by Wang and colleagues in this issue of develops a deep learning algorithm with the ability to digitally stain hist...
Tumor Microenvironment Lung Neoplasms Staining and Labeling Humans Artificial Intelligence Algorithms
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A Deep Convolutional Neural Network With Performance Comparable to Radiologists for Differentiating Between Spinal Schwannoma and Meningioma.

Spine May 15, 2020
STUDY DESIGN: Retrospective analysis of magnetic resonance imaging (MRI).
Neurilemmoma Meningioma Meningeal Neoplasms Magnetic Resonance Imaging Diagnosis, Differential Radiologists Female Aged Adult Male Middle Aged Deep Learning Neural Networks, Computer Humans Algorithms Retrospective Studies
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Ethical limitations of algorithmic fairness solutions in health care machine learning.

The Lancet. Digital health May 1, 2020
Male Models, Biological Algorithms Humans Social Justice Delivery of Health Care Machine Learning Health Equity Female
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A simple locally active memristor and its application in HR neurons.

Chaos (Woodbury, N.Y.) May 1, 2020
This paper proposes a simple locally active memristor whose state equation only consists of linear terms and an easily implementable function and design for its circuit emulator. The effectiveness of the circuit emulator is validated using breadboard...
Neurons Neural Networks, Computer Algorithms
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EXpectation Propagation LOgistic REgRession on permissioned blockCHAIN (ExplorerChain): decentralized online healthcare/genomics predictive model learning.

Journal of the American Medical Informatics Association : JAMIA May 1, 2020
OBJECTIVE: Predicting patient outcomes using healthcare/genomics data is an increasingly popular/important area. However, some diseases are rare and require data from multiple institutions to construct generalizable models. To address institutional d...
Computer Communication Networks Blockchain Humans Machine Learning Algorithms Genomics Male Logistic Models Length of Stay Area Under Curve Decision Support Systems, Clinical Delivery of Health Care Decision Support Systems, Management Prognosis Datasets as Topic Female Computer Security
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