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8th 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
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
Detecting Cognitive Decline in Early Alzheimer's Patients Using Wearable Technologies. 1-4 - Shengjie Bi, Yiyang Lu, Nicole Tobias, Ella Ryan, Travis D. Masterson
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
Human Movement Analysis: Introduction to Motion Capture and Applications for Health. 1-3 - Safa Elkefi
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
A Deep Reinforcement Learning Approach for Type 2 Diabetes Mellitus Treatment. 1-9 - Marie Luengen, Christopher Garrelfs
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
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
Natural Language Processing Methods to Extract Lifestyle Exposures for Alzheimer's Disease from Clinical Notes. 1-2 - Sampson E. Akwafuo, Christopher Ihinegbu
A Dynamic Heuristic Algorithm for Management of Public Health Emergencies in Unreliable Settings. 1-11 - Jonas Geuens
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
Clinicians' Perspectives on Using Mobile Eye Fundus Cameras to Screen Diabetic Retinopathy in Primary Care. 1-7 - Tania Roy, Eleanor Young
A second look at SecondLook: Design iterations and usability of digital dating abuse detection and awareness app. 1-11 - Ali Fahmi
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
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
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
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
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
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
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
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
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
ALPS: A Web Platform for Analysing Multimodal Sensor Data in the Context of Digital Health. 1-12 - Jalal Abdulbaqi
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
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
A safe architecture for authorisation grant in healthcare ecosystems. 1-5 - Scott McLachlan, Evangelia Kyrimi
Incorporating Clinical Decisions into Standardised Caremaps. 1-2 - Avishek Choudhury
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
A pain recording system based on mobile health technology for cancer patients in a home setting: A user-centred design. 1-10 - Michal Monselise
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
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
Bathroom activity monitoring for older adults via wearable device. 1-10 - Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor
Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. 1-11 - Ahmed Mohammed Patel, Talya Porat
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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