Hospital-Based Medicine

Risk Management

Latest AI and machine learning research in risk management for healthcare professionals.

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Towards multilevel mental stress assessment using SVM with ECOC: an EEG approach.

Mental stress has been identified as one of the major contributing factors that leads to various diseases such as heart attack, depression, and stroke. To avoid this, stress quantification is important for clinical intervention and disease prevention. This study aims to investigate the feasibility of exploiting electroencephalography (EEG) signals to discriminate between different stress levels. W...

Oct 18 2017 29043535

OvSynch Protocol and its Modifications in the Reproduction Management of Dairy Cattle Herds - an Update.

Current knowledge about the function of the reproductive tract and appropriate use of hormonal drugs affords control of the oestrus cycle of cows. One of the hormonal protocols is OvSynch, which enables artificial insemination (AI) to be performed at the precise optimum time without control of the ovaries and uterus. Use of such protocols in reproductive management allows oestrus cycles to be sync...

Sep 19 2017 29978091
AExaCTT - Aerobic Exercise and Consecutive Task-specific Training for the upper limb after stroke: Protocol for a randomised controlled pilot study.

Motor function may be enhanced if aerobic exercise is paired with motor training. One potential mechanism is that aerobic exercise increases levels of...

Jul 22 2017 29696183
Robot Assisted Training for the Upper Limb after Stroke (RATULS): study protocol for a randomised controlled trial.

BACKGROUND: Loss of arm function is a common and distressing consequence of stroke. We describe the protocol for a pragmatic, multicentre randomised c...

Jul 20 2017 28728602
Extracting aerobic system dynamics during unsupervised activities of daily living using wearable sensor machine learning models.

Physical activity levels are related through algorithms to the energetic demand, with no information regarding the integrity of the multiple physiolog...

Jun 8 2017 28596271
A Strategy for Sperm Cryopreservation of Atlantic Salmon, , for Remote Commercial-scale High-throughput Processing.

Sperm cryopreservation is an essential tool for long-term storage of genetic resources for aquaculture fishes. The goal of this study was to develop a...

May 18 2017 29651197
Impact of knowledge-based iterative model reconstruction on myocardial late iodine enhancement in computed tomography and comparison with cardiac magnetic resonance.

We evaluated the image quality and diagnostic performance of late iodine enhancement computed tomography (LIE-CT) with knowledge-based iterative model...

Apr 13 2017 28409258
High-throughput transformation of Saccharomyces cerevisiae using liquid handling robots.

Saccharomyces cerevisiae (budding yeast) is a powerful eukaryotic model organism ideally suited to high-throughput genetic analyses, which time and ag...

Mar 20 2017 28319150
Artificial intelligence (AI) systems for interpreting complex medical datasets.

Advances in machine intelligence have created powerful capabilities in algorithms that find hidden patterns in data, classify objects based on their m...

Mar 17 2017 28182259
An Extended SNOMED CT Concept Model for Observations in Molecular Genetics.

Molecular genetics laboratory reports are multiplying and increasingly of clinical importance in diagnosis and treatment of cancer, infectious disease...

Feb 10 2017 28269830
A robotic protocol for high-throughput processing of samples for selected reaction monitoring assays.

Selected reaction monitoring mass spectrometry (SRM-MS) is a sensitive and accurate method for the quantification of targeted proteins in biological s...

Dec 23 2016 27862927
Toxoplasma gondii transmission by artificial insemination in sheep with experimentally contaminated frozen semen.

Toxoplasma gondii is a parasite considered one of the major causes of reproductive problems in sheep. Furthermore, the presence of the agent in ram se...

Dec 5 2016 28166964
A Natural Language Processing-based Model to Automate MRI Brain Protocol Selection and Prioritization.

RATIONALE AND OBJECTIVES: Incorrect imaging protocol selection can contribute to increased healthcare cost and waste. To help healthcare providers imp...

Nov 23 2016 27889399
Quantitative EEG Evaluation During Robot-Assisted Foot Movement.

Passiveand imagined limbmovements induce changes in cerebral oscillatory activity. Central modulatory effects play a role in plastic changes, and are ...

Nov 9 2016 27845668
Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data.

Machine learning approaches have been widely used for the identification of neuropathology from neuroimaging data. However, these approaches require l...

Sep 22 2016 27664827
Classifying publications from the clinical and translational science award program along the translational research spectrum: a machine learning approach.

BACKGROUND: Translational research is a key area of focus of the National Institutes of Health (NIH), as demonstrated by the substantial investment in...

Aug 5 2016 27492440
EEG Analysis During Active and Assisted Repetitive Movements: Evidence for Differences in Neural Engagement.

Two key ingredients of a successful neuro-rehabilitative intervention have been identified as intensive and repetitive training and subject's active p...

Aug 2 2016 27529874
Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes.

Although reinforcement learning (RL) is suitable for highly uncertain systems, the applicability of this class of algorithms to medical treatment may ...

Jul 21 2016 27441367
ADMET Evaluation in Drug Discovery. 16. Predicting hERG Blockers by Combining Multiple Pharmacophores and Machine Learning Approaches.

Blockade of human ether-à-go-go related gene (hERG) channel by compounds may lead to drug-induced QT prolongation, arrhythmia, and Torsades de Pointes...

Jul 18 2016 27379394
Validation of artificial neural network models for predicting biochemical markers associated with male infertility.

UNLABELLED: Seminal fluid is the secretion from many glands comprised of several organic and inorganic compounds including free amino acids, proteins,...

Jun 21 2016 27327177
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