AIMC Journal:
Studies in health technology and informatics

Showing 881 to 890 of 1278 articles

Factors Affecting Venture Funding of Healthcare AI Companies.

Studies in health technology and informatics Jul 4, 2019
Venture Capital (VC) funding raised by companies producing Artificial Intelligence (AI) or Machine Learning (ML) solutions is on the rise and a driver of technology development. In healthcare, VC funding is distributed unevenly and certain technologi...
Capital Financing Commerce Humans Artificial Intelligence Machine Learning Delivery of Health Care
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DeepDSSR: Deep Learning Structure for Human Donor Splice Sites Recognition.

Studies in health technology and informatics Jul 4, 2019
Human genes often, through alternative splicing of pre-messenger RNAs, produce multiple mRNAs and protein isoforms that may have similar or completely different functions. Identification of splice sites is, therefore, crucial to understand the gene s...
Deep Learning RNA, Messenger RNA Splice Sites Humans
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DeepCNPP: Deep Learning Architecture to Distinguish the Promoter of Human Long Non-Coding RNA Genes and Protein-Coding Genes.

Studies in health technology and informatics Jul 4, 2019
Promoter region of protein-coding genes are gradually being well understood, yet no comparable studies exist for the promoter of long non-coding RNA (lncRNA) genes which has emerged as a global potential regulator in multiple cellular process and dif...
Computational Biology Models, Theoretical Machine Learning Deep Learning RNA, Long Noncoding Promoter Regions, Genetic Humans
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An Information Extraction Algorithm for Detecting Adverse Events in Neurosurgery Using Documents Written in a Natural Rich-in-Morphology Language.

Studies in health technology and informatics Jul 4, 2019
Rich-in-morphology language, such as Russian, present a challenge for extraction of professional medical information. In this paper, we report on our solution to identify adverse events (complications) in neurosurgery based on natural language proces...
Humans Algorithms Information Storage and Retrieval Russia Neurosurgical Procedures Data Mining Electronic Health Records Natural Language Processing
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Ontologic Model of Diagnostics and Treatment of Gastrointestinal Bleedings of Unknown Origin.

Studies in health technology and informatics Jul 4, 2019
The article presents the semantic model of diagnostics and treatment of patients with gastrointestinal bleedings when the reasons of bleeding cannot be establihed by means of a laboratory tests, endoscopy and colonoscopy.
Gastrointestinal Hemorrhage Semantics Biological Ontologies Humans Colonoscopy
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Some Thoughts on Extended Collaboration of Entities with Natural and with Artificial Intelligence in Health Care and Beyond.

Studies in health technology and informatics Jul 4, 2019
This lecture is dealing with new, future forms of collaboration and with its (hopefully existing) extended synergies, which may now will come in our era of digitization. Entities in this collaboration are we, the human beings, and other living entiti...
Humans Animals Intelligence Artificial Intelligence Delivery of Health Care
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Using Neural Networks for Diagnosing in Dermatology.

Studies in health technology and informatics Jan 1, 2019
The paper deals with neural networks for decision support in diagnosing in dermatology. There were several iterations during development. We classified six diseases using ANN: (1) Psoriasis, (2) Seborrheic dermatitis, (3) Lichen planus, (4) Pityriasi...
Lichen Planus Psoriasis Diagnosis, Differential Dermatology Neural Networks, Computer Humans Dermatitis, Seborrheic Diagnosis, Computer-Assisted
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Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling.

Studies in health technology and informatics Jan 1, 2019
We study the way dynamics affects modelling in chronic heart failure (CHF) tasks. By dynamics we understand the patient history and the appearance of new events, states and variables changing in time. The goal is to understand what impact past data h...
Machine Learning Algorithms Humans Decision Trees Heart Failure Forecasting Logistic Models
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Using Machine Learning for Personalized Patient Adherence Level Determination.

Studies in health technology and informatics Jan 1, 2019
The paper deals with using a machine-learning algorithm for patient adherence level determination. For this purpose, we developed a neural network using the Python language, Keras library, and PyCharm platform. We analyzed different medical data coll...
Fuzzy Logic Patient Compliance Machine Learning Algorithms Humans Neural Networks, Computer
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Estimating Systolic Blood Pressure Using Convolutional Neural Networks.

Studies in health technology and informatics Jan 1, 2019
Continuous blood pressure (BP) monitoring can produce a significant amount of digital data, which increases the chance of early diagnosis and improve the rate of survival for people diagnosed with hypertension and Cardiovascular diseases (CVDs). Howe...
Humans Neural Networks, Computer Blood Pressure Determination Photoplethysmography Electrocardiography Blood Pressure
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