AIMC Topic: Humans

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The optoelectronic microrobot: A versatile toolbox for micromanipulation.

Proceedings of the National Academy of Sciences of the United States of America Jul 9, 2019
Microrobotics extends the reach of human-controlled machines to submillimeter dimensions. We introduce a microrobot that relies on optoelectronic tweezers (OET) that is straightforward to manufacture, can take nearly any desirable shape or form, and ...
Single-Cell Analysis MCF-7 Cells Robotics Electronics Microfluidics Optical Imaging Micromanipulation Humans
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Wearable IoT Smart-Log Patch: An Edge Computing-Based Bayesian Deep Learning Network System for Multi Access Physical Monitoring System.

Sensors (Basel, Switzerland) Jul 9, 2019
According to the survey on various health centres, smart log-based multi access physical monitoring system determines the health conditions of humans and their associated problems present in their lifestyle. At present, deficiency in significant nutr...
Multimedia Neural Networks, Computer Algorithms Deep Learning Wearable Electronic Devices Humans Electrocardiography Monitoring, Physiologic Bayes Theorem Blood Pressure Electroencephalography Electromyography Body Temperature
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Predicting asthma attacks in primary care: protocol for developing a machine learning-based prediction model.

BMJ open Jul 9, 2019
INTRODUCTION: Asthma is a long-term condition with rapid onset worsening of symptoms ('attacks') which can be unpredictable and may prove fatal. Models predicting asthma attacks require high sensitivity to minimise mortality risk, and high specificit...
Humans Machine Learning Symptom Flare Up Primary Health Care Scotland Hospitalization Support Vector Machine Clinical Decision Rules Emergency Service, Hospital Asthma Bayes Theorem Risk Assessment
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Medical Diagnosis of Cerebral Palsy Rehabilitation Using Eye Images in Machine Learning Techniques.

Journal of medical systems Jul 9, 2019
Cerebral Palsy (CP) is a non progressive neurological disorders commonly associated with a spectrum of developmental disabilities such as strabismus (misalignment of eye). The Eye image are captured through camera, this make the quick diagnosis and e...
Image Processing, Computer-Assisted Cerebral Palsy Eye Abnormalities Male Child, Preschool Child Humans Neural Networks, Computer Machine Learning Algorithms Female
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Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records.

BMC medical informatics and decision making Jul 9, 2019
BACKGROUND: Dementia is underdiagnosed in both the general population and among Veterans. This underdiagnosis decreases quality of life, reduces opportunities for interventions, and increases health-care costs. New approaches are therefore necessary ...
Female Aged Aged, 80 and over Male Humans Machine Learning Electronic Health Records Veterans Dementia Delayed Diagnosis International Classification of Diseases
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Automatically determining cause of death from verbal autopsy narratives.

BMC medical informatics and decision making Jul 9, 2019
BACKGROUND: A verbal autopsy (VA) is a post-hoc written interview report of the symptoms preceding a person's death in cases where no official cause of death (CoD) was determined by a physician. Current leading automated VA coding methods primarily u...
Humans Machine Learning Female Adolescent Child, Preschool Child Narration Natural Language Processing Infant, Newborn Cause of Death Adult Aged Diagnostic Techniques and Procedures Male Young Adult Middle Aged Infant
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Identifying signal-dependent information about the preictal state: A comparison across ECoG, EEG and EKG using deep learning.

EBioMedicine Jul 9, 2019
BACKGROUND: The inability to reliably assess seizure risk is a major burden for epilepsy patients and prevents developing better treatments. Recent advances have paved the way for increasingly accurate seizure preictal state detection algorithms, pri...
Electrocardiography Electroencephalography Epilepsy Seizures Electrocorticography Precision Medicine Female Humans Male Deep Learning Neural Networks, Computer
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Neural networks in drug discovery: current insights from medicinal chemists.

Future medicinal chemistry Jul 9, 2019
Humans Neural Networks, Computer Drug Discovery
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Privacy-Preserving Generative Deep Neural Networks Support Clinical Data Sharing.

Circulation. Cardiovascular quality and outcomes Jul 9, 2019
BACKGROUND: Data sharing accelerates scientific progress but sharing individual-level data while preserving patient privacy presents a barrier.
Humans Computer Simulation Deep Learning Hypertension Confidentiality Data Collection Treatment Outcome Information Dissemination Computer Security Randomized Controlled Trials as Topic Blood Pressure Antihypertensive Agents
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A radiomics approach based on support vector machine using MR images for preoperative lymph node status evaluation in intrahepatic cholangiocarcinoma.

Theranostics Jul 9, 2019
: Accurate lymph node (LN) status evaluation for intrahepatic cholangiocarcinoma (ICC) patients is essential for surgical planning. This study aimed to develop and validate a prediction model for preoperative LN status evaluation in ICC patients. : A...
Cholangiocarcinoma Preoperative Care Aged Middle Aged Humans Aged, 80 and over Nomograms ROC Curve Female Adult Support Vector Machine Lymph Nodes Reproducibility of Results Male Magnetic Resonance Imaging Calibration
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