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pHealth 2021: Genoa, Italy
- Bernd Blobel, Mauro Giacomini:

pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health - 8-10 November 2021, Genoa, Italy. Studies in Health Technology and Informatics 285, IOS Press 2021, ISBN 978-1-64368-226-6
Research Article
- Bernd Blobel, Pekka Ruotsalainen, Mathias Brochhausen:

Autonomous Systems and Artificial Intelligence - Hype or Prerequisite for P5 Medicine? 3-14 - Stephen Kay:

The International Patient Summary and the Summarization Requirement. 17-30 - Jack Dowie, Mette Kjer Kaltoft

, Vije Kumar Rajput:
Communicating About Mortality in Health Decision Support: 'What and Why and When, and How and Where and Who'. 31-38 - Pekka Ruotsalainen, Bernd Blobel:

How a Service User Knows the Level of Privacy and to Whom Trust in pHealth Systems? 39-48 - Michal Huptych

, Jirí Potucek, Lenka Lhotská:
Towards Personalized Medication. 49-57 - Francesco Pinciroli:

eHealth Turning Points as Forced by the Covid-19 Dramatic Experience. 58-64 - Joshua Dales, Farhaan Mirza, Amr Adel

:
Sentiment Analysis on USA vs. New Zealand on Health and Safety Mandates During Early Stages of COVID-19 Pandemic. 67-75 - Wolfgang Orthuber:

The Building Blocks of Information Are Selections - Let's Define Them Globally! 76-81 - Subhashis Das, Pamela Hussey:

ContSOnto: A Formal Ontology for Continuity of Care. 82-87 - Iuliia Lenivtceva, Sofia Grechishcheva, Georgy D. Kopanitsa, Dmitry Panfilov, Boris N. Kozlov

:
Predicting the Aortic Aneurysm Postoperative Risks Based on Russian Integrated Data. 88-93 - Varvara Koshman, Anastasia A. Funkner, Sergey V. Kovalchuk:

An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records. 94-99 - Alexander Kanonirov, Ksenia Balabaeva, Sergey V. Kovalchuk:

Statistical Inference for Clustering Results Interpretation in Clinical Practice. 100-105 - Vasiliy N. Leonenko, Yulia E. Kaliberda

, Vasiliy A. Artyuk:
A Modeling Framework for Decision Support in Periprosthetic Joint Infection Treatment. 106-111 - Nikita Mramorov

, Ilya V. Derevitskii
, Sergei Kovalchuk:
Predictive Modeling of COVID and non-COVID Pneumonia Trajectories. 112-117 - Alexander D. Kshenin, Sergey V. Kovalchuk:

Data-Driven Modeling of Complex Business Process in Heterogeneous Environment of Healthcare Organization with Health Information Systems. 118-123 - Yuhang Wang, Bian Yang:

Reinforcing Health Data Sharing Through Data Democratization. 124-129 - Oleg G. Metsker, Georgy D. Kopanitsa, Olga Irtyuga, Vladimir Uspenskiy:

Dynamic Aortic Aneurism Risk Factors. 130-135 - Tatyana Lugovkina, Sergey Gorshkov, Evgeniy Svalov:

A New Paradigm for Ensuring Digital Drug Care Quality Monitoring Based on Ontology Tools. 136-140 - Inna Skarga-Bandurova

, Tetiana Biloborodova
, Illia Skarha-Bandurov
, Yehor Boltov, Maryna Derkach
:
A Multilayer LSTM Auto-Encoder for Fetal ECG Anomaly Detection. 147-152 - Sara Mora, Jacopo Attene, Roberta Gazzarata

, Giustino Parruti, Mauro Giacomini
:
A NLP Pipeline for the Automatic Extraction of Microorganisms Names from Microbiological Notes. 153-158 - Mathias Brochhausen, Sarah J. Bost, Nitya Singh

, Christoph Brochhausen, Bernd Blobel:
Understanding the Gap Between Information Models and Realism-Based Ontologies Using the Generic Component Model. 159-164 - Andrea Mihajlovic, Katarina Mladenovic

, Tatjana Loncar-Turukalo, Sanja Brdar:
Machine Learning Based Metagenomic Prediction of Inflammatory Bowel Disease. 165-170 - Somayeh Abedian

, Pirhossein Kolivand, Hamid Reza Lornejad:
Toward an Agile System: Iranian Information System for Covid-19-Affected Patients Data Collection from Iranian Hospitals. 173-178 - Fatemeh Salehi, Peivand Bastani

, Leila Ahmadian
, Katayoon Samadi, Azita Yazdani
, Roxana Sharifian:
Prerequisites of Personal Health Record for Chronic Kidney Disease: A Scoping Review and Evaluation of the Content Validity. 179-184 - Katherine Blondon, Frédéric Ehrler:

A User-Centered, Integrated Model to Improve Medication Prescription, Administration and Adherence in Switzerland. 187-192 - Georgy D. Kopanitsa, Oleg G. Metsker, Ekaterina V. Bolgova, Sergey V. Kovalchuk:

Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer. 193-198 - Marc Codina

, Manuel Navarrete, Ashkan Rezaee
, David Castells-Rufas
, Maria Jesús Torrelles, Stefan Burkard, Holger Arndt, Sabine Drevet, Mehdi Boudissa, Jerome Tonetti, Isabelle Marque, Alexandre Moreau-Gaudry, Armand Castillejo, Jordi Carrabina
:
Gait Analysis Platform for Measuring Surgery Recovery. 199-204 - Gihan El Moazen, Bernhard Pfeifer

, Agnes Loid, Peter Kastner, Christian Ciardi:
The Effectiveness of Telemedical Monitoring Program DiabCare Tirol for Patients with Gestational Diabetes Mellitus. 205-210 - Elena Lazarova, Sara Mora, Davide Armanino, Alessandro Poire, Fabio Furlani, Mauro Giacomini

:
A Web Based Tool to Support a Personalized Therapeutic Path Through the Use of Psychological Tests. 211-216 - Matthias Katzensteiner

, Stefan Vogel
, Jens Hüsers, Jendrik Richter, Johannes Hölken, Natalia Lesniewska, Oliver J. Bott
:
Development of a Didactic Online Course Concept for Heterogeneous Audience Groups in the Context of Healthcare IT. 219-224 - Dillys Larbi, Elia Gabarron

, Kerstin Denecke:
Social Media Chatbot for Increasing Physical Activity: Usability Study. 227-232 - Frédéric Ehrler, Carlotta Tuor, Robin Rey

, Johan N. Siebert
:
A Mobile App to Improve Patient Management in Emergency Departments: Caregiver Needs Analysis, Design and Early Technology Acceptance Assessment. 233-238 - Fellipe Soares de Oliveira, Camila Carvalho da Silva

, Talita Santos Pinheiro, Larissa Mayumi Yokoi, Pablo Deoclecia dos Santos, Harki Tanaka, Priscyla Waleska Targino de Azevedo Simões:
Assessment of mHealth Solutions Applied to Fall Detection for the Elderly. 239-244 - Muhammad Ali Fauzi, Bian Yang:

Continuous Stress Detection of Hospital Staff Using Smartwatch Sensors and Classifier Ensemble. 245-250 - Jaime Delgado, Silvia Llorente, Guillem Reig:

Implementation of Privacy and Security for a Genomic Information System. 253-258 - Egor Trofimov, Oleg G. Metsker, Georgy D. Kopanitsa, David Pashoshev:

Regulation Modelling and Analysis Using Machine Learning During the Covid-19 Pandemic in Russia. 259-264 - Nachalida Yukalang

, Niruwan Turnbull, Wisit Thongkum, Adisorn Wongkongdech
, Kukiat Tudpor
:
Association Between Physical Activity and Osteoarthritis of Knee with Quality of Life in Community-Dwelling Older Adults. 265-270 - Athiwat Butdabut, Pissamai Homchampa:

Factors Predicting Sexual Risk Behaviors of Adolescents in North-Eastern Thailand. 273-276 - Helena Lindgren, Saskia Weck:

Conceptual Model for Behaviour Change Progress - Instrument in Design Processes for Behaviour Change Systems. 277-280 - Michil P. Egorov

, Anastasia A. Funkner:
Automatic Extraction and Decryption of Abbreviations from Domain-Specific Texts. 281-284 - Abdul Mateen Rajput, Ina Brakollari:

Mapping of OpenEHR Archetypes to FHIR Resources in Use Case Oncology. 285-287 - Sakthi Jaya Sundar Rajasekar, Vasumathi Narayanan, Varalakshmi Perumal:

Detection of COVID-19 from Chest CT Images Using CNN with MLP Hybrid Model. 288-291 - Samer Alkarkoukly

, Abdul Mateen Rajput:
An openEHR Virtual Patient Template for Pancreatic Cancer. 292-295 - Kukiat Tudpor

, Chatcharida Saisawai, Sasina Kaewpho, Amaraporn Jitseeda:
Psychological Stress Is a Risk Factor for Type 2 Diabetes Mellitus in College Students. 296-299 - Svetozar Milykh, Sergey V. Kovalchuk:

Treatment Trajectories Graph Compression Algorithm Based on Cliques. 300-305

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