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ORCID8th ICHI 2020: Oldenburg, Germany
- 8th IEEE International Conference on Healthcare Informatics, ICHI 2020, Oldenburg, Germany, November 30 - December 3, 2020. IEEE 2020, ISBN 978-1-7281-5382-7
- Anna Markella Antoniadi
, Miriam Galvin, Mark Heverin, Orla Hardiman, Catherine Mooney:
Identifying Features That Are Predictive of Quality of Life in People With Amyotrophic Lateral Sclerosis. 1-2 - Kasi Periyasamy, Venkateswaran Iyer:
Chronic Kidney Disease Helper. 1-3 - Lance T. Pflieger, Stefan M. Pulst, Julio C. Facelli:
Characterization of Analytic and Experimental Uncertainty of RNA-seq Co-expression Network Determination: Application to SCA2. 1-11 - Rohit Pardasani, Rupanjali Chaudhuri, Navchetan Awasthi, Mansi Goel:
Machine Learning and Deep Learning Approaches to Quantify Respiratory Distress Severity and Predict Critical Alarms. 1-11 - Tobias Lunte, Vanessa Cobus, Rina M. Ferdinand, Wilko Heuten:
Targeted Conveyance of Clinical Alarms through Bone-Conductive Sound. 1-7 - Eaman Alharbi, Akram Alomainy, Janelle M. Jones:
Detecting Cognitive Decline in Early Alzheimer's Patients Using Wearable Technologies. 1-4 - Shengjie Bi, Yiyang Lu, Nicole Tobias, Ella Ryan, Travis D. Masterson, Sougata Sen, Ryan J. Halter, Jacob Sorber, Diane Gilbert-Diamond, David Kotz:
Measuring children's eating behavior with a wearable device. 1-11 - Wen-Yang Lin, I Dai:
An AdaBoost-Inspired Ensemble Method for ADR Signal Detection. 1-2 - Pascal Gliesche, Celia Nieto Agraz, Christian Kowalski, Andreas Hein:
Comparison between a Continuous and Proactive Robot Assistance Approach for the Execution of Collaborative Tasks in Nursing Care. 1-8 - Lilian Genaro Motti Ader, Alison Keogh, Killian McManus, Barry R. Greene, Brian Caulfield:
Human Movement Analysis: Introduction to Motion Capture and Applications for Health. 1-3 - Safa Elkefi, Onur Asan, Avishek Choudhury:
The Impact of Double Screen Electronic Health Records on Doctor-Patient Verbal Communication and Sentiment: Comparing White Americans and African Americans. 1-3 - Myat Su Yin, Mihai Pomarlan, Peter Haddawy, Muhammad Rauf Tabassam, Chitpol Chaimanakarn, Natchalee Srimaneekarn, Saeed-Ul Hassan:
Automated Extraction of Causal Relations from Text for Teaching Surgical Concepts. 1-3 - Nicolas J. Lehmann, Muhammed-Ugur Karagülle, Daniel Kmiotek, Felix Spielmann, Bianca George, Oliver Junk, Agnès Voisard, Joachim W. Fluhr:
mROMA - An expert-based approach for the multidisciplinary rating of mHealth applications. 1-11 - Chengsheng Mao, Liang Yao, Yuan Luo:
A Pre-trained Clinical Language Model for Acute Kidney Injury. 1-2 - Zhuo Liu, Linong Ji, Xuehan Jiang, Wei Zhao, Xiyang Liao, Tingting Zhao, Siqi Liu, Xingzhi Sun, Gang Hu, Mengling Feng, Guotong Xie:
A Deep Reinforcement Learning Approach for Type 2 Diabetes Mellitus Treatment. 1-9 - Marie Luengen, Christopher Garrelfs, Carsten Schulz:
Employees' Acceptance of Health Care Service Innovations: A Study in the Field of Tele-audiology. 1-6 - Munawara Saiyara Munia, Mehrdad Nourani, Sammy Houari:
Biosignal Oversampling Using Wasserstein Generative Adversarial Network. 1-7 - Vincenzo Della Mea, Mihai Horia Popescu, Kevin Roitero:
Underlying Cause of Death Identification from Death Certificates via Categorical Embeddings and Convolutional Neural Networks. 1-6 - Merlijn Sevenster, Deyu Sun, Lucas Oliveira, Margret E. Lee, Kirk T. Spencer, John A. E. Blair:
Development and evaluation of a system that executes an interventional cardiology risk model based on patient phenotypes automatically extracted from the EMR. 1-8 - Luis R. Peraza, Richard Joules, Yves Dauvilliers, Robin Wolz:
Device agnostic sleep-wake segment classification from wrist-worn accelerometry. 1-3 - Varun Chauhan, Smit Sanghavi, Jeanie Jessica, Dongmin Seo, Sungkyu Seo, Mohendra Roy:
ANNSESDIHM: An Artificial Neural Network based Signal Enhancement Scheme for Digital Inline Holography (DIH) Microscope. 1-3 - Yoonkwon Yi, Zitao Shen, Anusha Bompelli, Fang Yu, Yanshan Wang, Rui Zhang:
Natural Language Processing Methods to Extract Lifestyle Exposures for Alzheimer's Disease from Clinical Notes. 1-2 - Sampson E. Akwafuo, Christopher Ihinegbu, Joshua Urbanovsky, Armin R. Mikler:
A Dynamic Heuristic Algorithm for Management of Public Health Emergencies in Unreliable Settings. 1-11 - Jonas Geuens, Thijs Willem Swinnen, Luc Geurts, René Westhovens, Robin De Croon, Vero Vanden Abeele:
Worriers versus Warriors: Tailoring mHealth to Address Differences in Patients with Chronic Arthritis. 1-12 - Qiang Wei, Yujia Zhou, Bo Zhao, Xinyue Hu, Qiaozhu Mei, Cui Tao, Hua Xu:
Named Entity Recognition from Table Headers in Randomized Controlled Trial Articles. 1-2 - Cristiana Braga, Sílvia Rêgo, Francisco Nunes:
Clinicians' Perspectives on Using Mobile Eye Fundus Cameras to Screen Diabetic Retinopathy in Primary Care. 1-7 - Tania Roy, Eleanor Young, Larry F. Hodges:
A second look at SecondLook: Design iterations and usability of digital dating abuse detection and awareness app. 1-11 - Ali Fahmi, Amy MacBrayne, Evangelia Kyrimi, Scott McLachlan, Frances Humby, William Marsh, Costantino Pitzalis:
Causal Bayesian Networks for Medical Diagnosis: A Case Study in Rheumatoid Arthritis. 1-7 - Arpita Mallikarjuna Kappattanavar, Harry Freitas Da Cruz, Bert Arnrich, Erwin P. Böttinger:
Position Matters: Sensor Placement for Sitting Posture Classification. 1-6 - Anita Valmarska:
Data mining and decision support techniques for patients' treatment management: A case of Parkinson's disease. 1-3 - Rajkumar Vaghashiya, Kaushal Kapadiya, Ishita Nandwani, Riya Thakore, Dongmin Seo, Sungkyu Seo, Mohendra Roy:
An Optimized Neural Network Architecture for Auto Characterization of Biological Cells in Digital Inline Holography Micrographs. 1-3 - Patrick Elfert, Simon Siggelkow, Marco Eichelberg, Andreas Hein:
Towards an Ambient Survey of Consumption Quantities to Support the Nutrition Counseling Process for People affected by the Geriatric Frailty Syndrome. 1-10 - Rasoul Sali, Sodiq Adewole, Lubaina Ehsan, Lee A. Denson, Paul Kelly, Beatrice C. Amadi, Lori Holtz, Syed Asad Ali, Sean R. Moore, Sana Syed, Donald E. Brown:
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images. 1-6 - Nabeel Seedat, Vered Aharonson, Ilana Schlesinger:
Automated machine vision enabled detection of movement disorders from hand drawn spirals. 1-5 - Vered Aharonson, Alexandra de Nooy, Seth Bulkin, Gareth Sessel:
Automated Classification of Depression Severity Using Speech - A Comparison of Two Machine Learning Architectures. 1-4 - Lea Meier, Jan Gabriel Bauer, Kerstin Denecke:
Speech-based Documentation in Emergency Medical Services with the Electronic Language Interface for Ambulance Services. 1-6 - Wes Anderson, Steven J. Simske:
At-Home Healthcare Through Smart-Environmental Sensing, Including Biometrics for Multi-Factor Authentication. 1-6 - Panagiotis Balatsoukas, Isabel Sassoon, Martin Chapman, Nadin Kökciyan, Archie Drake, Sanjay Modgil, Mark Ashworth, Vasa Curcin, Elizabeth Sklar, Simon Parsons:
In the wild pilot usability assessment of a connected health system for stroke self management. 1-3 - Xuedong Li, Walter Yuan, Dezhong Peng, Qiaozhu Mei, Yue Wang:
When BERT Meets Bilbo: A Learning Curve Analysis of Pretrained Language Model on Disease Classification. 1-2 - Ou Stella Liang, Holly Richitt, Christopher C. Yang, David S. Bennett:
Online Social Support Seeking among Pregnant Women Coping with Opioid Misuse. 1-3 - Pegah Hafiz, Alban Maxhuni, Jakob E. Bardram:
Analysis of Perceived Human Factors and Participants' Demographics during a Cognitive Assessment Study with a Smartwatch. 1-10 - Stefanie Ziegler, Christoph Maier, Alexandra Reichenbach:
Stratification of patients with Alzheimer's disease based on longitudinal neuropsychological tests. 1-7 - Johannes Klonig, Marc Herrlich:
Integrating 3D and 2D Views of Medical Image Data in Virtual Reality for Efficient Navigation. 1-7 - Siru Liu, Thomas J. Reese, Kensaku Kawamoto, Guilherme Del Fiol, Charlene R. Weir:
Toward Optimized Clinical Decision Support: A Theory-Based Approach. 1-2 - A. Ravishankar Rao, Subrata Garai, Soumyabrata Dey, Hang Peng:
Building predictive models of healthcare costs with open healthcare data. 1-3 - Thomas Schmidt, Uffe Kock Wiil:
Challenges and Recommendations for Implementing a Novel Patient Monitoring System for Emergency Departments. 1-6 - Robin De Croon, Francisco Gutiérrez, Rachel Berry, Siân Astley, Katrien Verbert, Vero Vanden Abeele:
Motivational design techniques to support healthy eating habits at work. 1-3 - Gondy Leroy:
A Practical Tutorial Discussion the Evaluating ITArtifacts Using Controlled Experiments using the Design Science Framework. 1 - Anika Tabassum, Naimul Mefraz Khan:
An Efficient Confidence Measure-Based Evaluation Metric for Breast Cancer Screening Using Bayesian Neural Networks. 1-3 - Xiaoshuang Liu, Xiao Xu, Xiang Li, Guotong Xie:
Estimating the number of imported COVID-19 risks by traffic from other districts using population mobility data. 1-2 - Matthew Pediaditis, Anca-Nicoleta Ciubotaru, Thomas Brunschwiler, Maria Gabrani:
Personalized Assessment of Arousal and Valence from Videos. 1-8 - Esha Singh, Anusha Bompelli, Andrew Yang, Andrew Wang, Serguei Pakhomov, Rui Zhang:
A Prototype Conversational Agent for Dietary Supplements. 1-2 - Yuan Luo, Masahiro Kubo, Yasuki Kobayashi, Hiroaki Fukunishi:
Long-Term Care Risk Prediction by Claims Data Analysis. 1-2 - Caroline Leroy, Yvonne Kammerer, Uwe Oestermeier, Sophie Hornuff, Karsten Büringer, Michael Bitzer, Peter Gerjets:
The Interactive Ward Round Table: A Cognitive User Interface for Multi-Touch Tables to Support Clinical Diagnosis. 1-7 - Anita Lynam, Doris A. Behrens, Enzo M. Battista-Dowds, Daniel Gartner, Paul R. Harper:
A Monte Carlo Simulation Model for Evaluating the Effectiveness of Interventions along the 'Diabesity' Pathway. 1-2 - Yijun Zhao, Matias Berretta, Tong Wang, Tanuja Chitnis:
GRU-DF: A Temporal Model with Dynamic Imputation for Missing Target Values in Longitudinal Patient Data. 1-7 - Samir Gupta, Anas Belouali, Neil J. Shah, Michael Atkins, Subha Madhavan:
Identification of Patients with Immune-related Adverse Events from Clinical Notes using Machine Learning. 1-2 - Sebastian Weiß, Ani Withöft, Wilko Heuten:
aVRaid of Heights? - Exploring Integrated Non-Invasive Sensors For Stress Testing. 1-10 - Alec M. Steele, Mehrdad Nourani, Melinda M. Bopp, Tanya S. Taylor, Dennis H. Sullivan:
A Multi-Modal Approach to Patient Activity Monitoring. 1-6 - Pedro Arizpe-Gomez, Kirsten Harms, Sebastian J. F. Fudickar, Kathrin Janitzky, Karsten Witt, Andreas Hein:
Preliminary Viability Test of a 3-D-Consumer-Camera-Based System for Automatic Gait Feature Detection in People with and without Parkinson's Disease. 1-7 - Jessica M. Schwartz, Kenrick Cato:
Machine Learning Based Clinical Decision Support and Clinician Trust. 1 - Yan Jia, John Burden, Tom Lawton, Ibrahim Habli:
Safe Reinforcement Learning for Sepsis Treatment. 1-7 - Tera L. Reynolds:
Designing Health Interface Technologies to Support Patients' and Healthcare Providers' Individual and Collaborative Work. 1 - Xi Yang, Hanyuan Yang, Tianchen Lyu, Shuang Yang, Yi Guo, Jiang Bian, Hua Xu, Yonghui Wu:
A Natural Language Processing Tool to Extract Quantitative Smoking Status from Clinical Narratives. 1-2 - Olga Strachna, Onur Asan:
Reengineering Clinical Decision Support Systems for Artificial Intelligence. 1-3 - Felix Musmann, Ariane Morassi Sasso, Bert Arnrich:
ALPS: A Web Platform for Analysing Multimodal Sensor Data in the Context of Digital Health. 1-12 - Jalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd:
Speech-Based Activity Recognition for Trauma Resuscitation. 1-8 - Philipp Burckhardt, Lindsay K. Graff, Divya Venkat, Shiv Dua, Rema Padman:
Informing the Design of e-Learning Lessons on Data Science through Think-Aloud Experiments with Healthcare Professionals. 1-7 - Samarth Rawal, Ashok Prakash, Soumya Adhya, Sidharth Kulkarni, Saadat Anwar, Chitta Baral, Murthy V. Devarakonda:
Semi-Automated Clinical Lexicon Induction and Its Use in Cohort Selection from Clinical Notes. 1-2 - Chaitawat Sa-ngamuang:
Human mobility and malaria transmission. 1 - Niklas Keller, Mirjam A. Jenny, Claudia A. Spies, Stefan M. Herzog:
Augmenting Decision Competence in Healthcare Using AI-based Cognitive Models. 1-4 - Ibrahim Hammoud, I. V. Ramakrishnan, Mark Henry, Eric Morley:
Multimodal Early Septic Shock Prediction Model using Lasso Regression with Decaying Response. 1-3 - Scott McLachlan, Haydn Paterson, Kudakwashe Dube, Evangelia Kyrimi, Eugene Dementiev, Martin Neil, Bridget J. Daley, Graham A. Hitman, Norman E. Fenton:
Real-time Online Probabilistic Medical Computation using Bayesian Networks. 1-8 - Marius Koller, Sebastian Felix Rauh, Anders Lundström, Cristian Bogdan, Gerrit Meixner:
Continuous Interaction for a Virtual Reality Exposure Therapy System. 1-11 - Rui Lebre, Micael Pedrosa, Marcos Gestal Pose, Carlos Costa:
A safe architecture for authorisation grant in healthcare ecosystems. 1-5 - Scott McLachlan, Evangelia Kyrimi, Bridget J. Daley, Kudakwashe Dube, Max Marsden, Sarah Finer, Graham A. Hitman, Norman E. Fenton:
Incorporating Clinical Decisions into Standardised Caremaps. 1-2 - Avishek Choudhury, Safa Elkefi, Onur Asan:
Using Text Mining to Analyze Doctor-Patient Verbal Communication: A Geriatric Depression Case Study. 1-8 - Tya S. Chuanromanee, Ronald A. Metoyer:
Evaluation and Comparison of Four Mobile Breathing Training Visualizations. 1-12 - Charles M. Wachira, Sekou L. Remy, Oliver Bent, Nelson Bore, Samuel Osebe, Komminist Weldemariam, Aisha Walcott-Bryant:
A Platform for Disease Intervention Planning. 1-8 - Roland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Ganesh Naik, Wiebke Duettmann, Klemens Budde:
Information Extraction Models for German Clinical Text. 1-2 - Joanna Luberadzka, Hendrik Kayser, Volker Hohmann:
Estimating fundamental frequency and formants based on periodicity glimpses: a deep learning approach. 1-6 - Menghang Li, Nischal Kakani, Chuqin Li, Albert Park:
Understanding cannabis information on social media: Examining tweets from verified, regular, and suspended users. 1-10 - Asma A. Abahussin, Robert M. West, Matthew J. Allsop, David C. Wong, Lucy E. Ziegler:
A pain recording system based on mobile health technology for cancer patients in a home setting: A user-centred design. 1-10 - Michal Monselise, Christopher C. Yang:
Understanding The Social Support Exchange of a Pregnancy After Loss Online Support Group. 1-10 - Steven J. Krieg, Daniel H. Robertson, Meeta P. Pradhan, Nitesh V. Chawla:
Higher-order Networks of Diabetes Comorbidities: Disease Trajectories that Matter. 1-11 - Mohamed F. Ghalwash, Daby Sow:
A Multi-Task Learning Approach to Personalized Progression Modeling. 1-9 - Jannick Scherf, Tilo Mentler, Michael Herczeg:
Healthcare and Usability Professionals' Performance in Reflecting on Visualized Patient-Reported Outcomes. 1-3 - Fabien Viton, Mahmoud Elbattah, Jean-Luc Guérin, Gilles Dequen:
Heatmaps for Visual Explainability of CNN-Based Predictions for Multivariate Time Series with Application to Healthcare. 1-8 - Florens Beyer, Tilo Mentler:
Human-Centered Design of Tool Support for Managing Oral Anticoagulation. 1-3 - Heejun Kim, Ou Stella Liang, Christopher C. Yang:
Detecting Potential Adverse Drug Reactions of Preschool ADHD Treatment Using Health Consumer-Generated Content. 1-6 - Yiyuan Zhang, Jorgen Wullems, Ine D'Haeseleer, Vero Vanden Abeele, Bart Vanrumste:
Bathroom activity monitoring for older adults via wearable device. 1-10 - Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp:
Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. 1-11 - Ahmed Mohammed Patel, Talya Porat, Weston L. Baxter:
Enhancing Situation Awareness and Decision Making in Primary Care: Clinicians' Views. 1-9 - Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd:
Video-based Concurrent Activity Recognition for Trauma Resuscitation. 1-6 - Jiazhao Li, Adharsh Murali, Qiaozhu Mei, V. G. Vinod Vydiswaran:
Re-ranking Biomedical Literature for Precision Medicine with Pre-trained Neural Models. 1-3 - Zhuohao Chen, James Gibson, Ming-Chang Chiu, Qiaohong Hu, Tara K. Knight, Daniella Meeker, James A. Tulsky, Kathryn I. Pollak, Shrikanth Narayanan:
Automated Empathy Detection for Oncology Encounters. 1-8
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