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Source: Studies in Health Technology and Informatics
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Forecasting Trends in the Tuberculosis Epidemic Situation in the Region of the Russian Federation by Dynamic Simulation Model
Stud Health Technol Inform. 2022 Nov 3;299:235-241. doi: 10.3233/SHTI220990.ABSTRACTThe spread of a new coronavirus infection in the last two years together with HIV infection preserves and even increases the potential for the spread of tuberculosis in the world. Sverdlovsk oblast (SO) of Russian Federation is the region with high levels of HIV and tuberculosis (TB). The search for new methods of forecasting of the future epidemic situation for tuberculosis has become particularly relevant. The aim was to develop an effective method for predicting the epidemic situation of tuberculosis using an artificial intelligence (AI)...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Igor A Cherniaev P F Chernavin A I Tsvetkov Y P Chugaev U I Cherniaeva N P Chernavin Source Type: research
Development and Implementation of the Data Science Learning Platform for Research Physician
This article presents a clinical research discovery toolbox that implements and demonstrates tools for data anonymization, patient data visualization, NLP-tools for guideline search and data science learning tools.PMID:36325863 | DOI:10.3233/SHTI220983
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Lejla Begic Fazlic Marvin Schacht Marlies Morgen Anke Schmeink Robert Lipp Lukas Martin Thomas Vollmer Stefan Winter Guido Dartmann Source Type: research
Characteristics and Subjective Evaluation of an Intelligent Empowering Agent for Health Person Empowerment
Stud Health Technol Inform. 2022 Nov 3;299:177-182. doi: 10.3233/SHTI220979.ABSTRACTEmpowerment is a process through which people acquire the necessary knowledge and self-awareness to understand their health conditions and treatment options, self-manage them, and make informed choices. Currently, few stand-alone applications for patient empowerment exist and people/patients often go on the Web to search for health information. Such information is mainly obtained through generic search engines and it is often overwhelming, too generic, and of poor quality. Intelligent Empowering Agents (IEA) can filter such information and ...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Marco Alfano John Kellett Biagio Lenzitti Markus Helfert Source Type: research
Management of Cancer Patients in the COVID-19 Crisis Using Telemedicine: A Systematic Review
CONCLUSION: Telemedicine can provide continued access to necessary health services in oncology care and serve as an important role in pandemic planning and response.PMID:36325852 | DOI:10.3233/SHTI220969
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Fatemeh Salehi Leila Mashhadi Kamran Khazeni Zahra Ebrahimi Source Type: research
Assessing Human Mobility by Constructing a Skeletal Database and Augmenting it Using a Generative Adversarial Network (GAN) Simulator
Stud Health Technol Inform. 2022 Nov 3;299:97-103. doi: 10.3233/SHTI220967.ABSTRACTThis paper presents a neural network simulator based on anonymized patient motions that measures, categorizes, and infers human gestures based on a library of anonymized patient motions. There is a need for a sufficient training set for deep learning applications (DL). Our proposal is to extend a database that includes a limited number of videos of human physiotherapy activities with synthetic data. As a result of our posture generator, we are able to generate skeletal vectors that depict human movement. A human skeletal model is generated b...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Yoram Segal Ofer Hadar Lenka Lhotska Source Type: research
Management of Cancer Patients in the COVID-19 Crisis Using Telemedicine: A Systematic Review
CONCLUSION: Telemedicine can provide continued access to necessary health services in oncology care and serve as an important role in pandemic planning and response.PMID:36325852 | DOI:10.3233/SHTI220969
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Fatemeh Salehi Leila Mashhadi Kamran Khazeni Zahra Ebrahimi Source Type: research
Assessing Human Mobility by Constructing a Skeletal Database and Augmenting it Using a Generative Adversarial Network (GAN) Simulator
Stud Health Technol Inform. 2022 Nov 3;299:97-103. doi: 10.3233/SHTI220967.ABSTRACTThis paper presents a neural network simulator based on anonymized patient motions that measures, categorizes, and infers human gestures based on a library of anonymized patient motions. There is a need for a sufficient training set for deep learning applications (DL). Our proposal is to extend a database that includes a limited number of videos of human physiotherapy activities with synthetic data. As a result of our posture generator, we are able to generate skeletal vectors that depict human movement. A human skeletal model is generated b...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Yoram Segal Ofer Hadar Lenka Lhotska Source Type: research
Forecasting Trends in the Tuberculosis Epidemic Situation in the Region of the Russian Federation by Dynamic Simulation Model
Stud Health Technol Inform. 2022 Nov 3;299:235-241. doi: 10.3233/SHTI220990.ABSTRACTThe spread of a new coronavirus infection in the last two years together with HIV infection preserves and even increases the potential for the spread of tuberculosis in the world. Sverdlovsk oblast (SO) of Russian Federation is the region with high levels of HIV and tuberculosis (TB). The search for new methods of forecasting of the future epidemic situation for tuberculosis has become particularly relevant. The aim was to develop an effective method for predicting the epidemic situation of tuberculosis using an artificial intelligence (AI)...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Igor A Cherniaev P F Chernavin A I Tsvetkov Y P Chugaev U I Cherniaeva N P Chernavin Source Type: research
Development and Implementation of the Data Science Learning Platform for Research Physician
This article presents a clinical research discovery toolbox that implements and demonstrates tools for data anonymization, patient data visualization, NLP-tools for guideline search and data science learning tools.PMID:36325863 | DOI:10.3233/SHTI220983
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Lejla Begic Fazlic Marvin Schacht Marlies Morgen Anke Schmeink Robert Lipp Lukas Martin Thomas Vollmer Stefan Winter Guido Dartmann Source Type: research
Characteristics and Subjective Evaluation of an Intelligent Empowering Agent for Health Person Empowerment
Stud Health Technol Inform. 2022 Nov 3;299:177-182. doi: 10.3233/SHTI220979.ABSTRACTEmpowerment is a process through which people acquire the necessary knowledge and self-awareness to understand their health conditions and treatment options, self-manage them, and make informed choices. Currently, few stand-alone applications for patient empowerment exist and people/patients often go on the Web to search for health information. Such information is mainly obtained through generic search engines and it is often overwhelming, too generic, and of poor quality. Intelligent Empowering Agents (IEA) can filter such information and ...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Marco Alfano John Kellett Biagio Lenzitti Markus Helfert Source Type: research
Forecasting Trends in the Tuberculosis Epidemic Situation in the Region of the Russian Federation by Dynamic Simulation Model
Stud Health Technol Inform. 2022 Nov 3;299:235-241. doi: 10.3233/SHTI220990.ABSTRACTThe spread of a new coronavirus infection in the last two years together with HIV infection preserves and even increases the potential for the spread of tuberculosis in the world. Sverdlovsk oblast (SO) of Russian Federation is the region with high levels of HIV and tuberculosis (TB). The search for new methods of forecasting of the future epidemic situation for tuberculosis has become particularly relevant. The aim was to develop an effective method for predicting the epidemic situation of tuberculosis using an artificial intelligence (AI)...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Igor A Cherniaev P F Chernavin A I Tsvetkov Y P Chugaev U I Cherniaeva N P Chernavin Source Type: research
Development and Implementation of the Data Science Learning Platform for Research Physician
This article presents a clinical research discovery toolbox that implements and demonstrates tools for data anonymization, patient data visualization, NLP-tools for guideline search and data science learning tools.PMID:36325863 | DOI:10.3233/SHTI220983
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Lejla Begic Fazlic Marvin Schacht Marlies Morgen Anke Schmeink Robert Lipp Lukas Martin Thomas Vollmer Stefan Winter Guido Dartmann Source Type: research
Characteristics and Subjective Evaluation of an Intelligent Empowering Agent for Health Person Empowerment
Stud Health Technol Inform. 2022 Nov 3;299:177-182. doi: 10.3233/SHTI220979.ABSTRACTEmpowerment is a process through which people acquire the necessary knowledge and self-awareness to understand their health conditions and treatment options, self-manage them, and make informed choices. Currently, few stand-alone applications for patient empowerment exist and people/patients often go on the Web to search for health information. Such information is mainly obtained through generic search engines and it is often overwhelming, too generic, and of poor quality. Intelligent Empowering Agents (IEA) can filter such information and ...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Marco Alfano John Kellett Biagio Lenzitti Markus Helfert Source Type: research
Management of Cancer Patients in the COVID-19 Crisis Using Telemedicine: A Systematic Review
CONCLUSION: Telemedicine can provide continued access to necessary health services in oncology care and serve as an important role in pandemic planning and response.PMID:36325852 | DOI:10.3233/SHTI220969
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Fatemeh Salehi Leila Mashhadi Kamran Khazeni Zahra Ebrahimi Source Type: research
Assessing Human Mobility by Constructing a Skeletal Database and Augmenting it Using a Generative Adversarial Network (GAN) Simulator
Stud Health Technol Inform. 2022 Nov 3;299:97-103. doi: 10.3233/SHTI220967.ABSTRACTThis paper presents a neural network simulator based on anonymized patient motions that measures, categorizes, and infers human gestures based on a library of anonymized patient motions. There is a need for a sufficient training set for deep learning applications (DL). Our proposal is to extend a database that includes a limited number of videos of human physiotherapy activities with synthetic data. As a result of our posture generator, we are able to generate skeletal vectors that depict human movement. A human skeletal model is generated b...
Source: Studies in Health Technology and Informatics - November 3, 2022 Category: Information Technology Authors: Yoram Segal Ofer Hadar Lenka Lhotska Source Type: research
