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BHI 2017: Orland, FL, USA
- 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2017, Orland, FL, USA, February 16-19, 2017. IEEE 2017, ISBN 978-1-5090-4179-4
Rapid Fire Session 01: Imaging Informatics (Special Session)
- Li Tong, Ryan Hoffman
, Shriprasad R. Deshpande, May D. Wang
Predicting heart rejection using histopathological whole-slide imaging and deep neural network with dropout. 1-4 - Hang Wu, Li Tong, May D. Wang
Improving multi-class classification for endomicroscopic images by semi-supervised learning. 5-8 - Orlando Chuquimia, Andréa Pinna, Xavier Dray, Bertrand Granado:
Polyps recognition using fuzzy trees. 9-12 - Mehrnaz Aghanouri, Ali Ghaffari, Nasim Dadashi Serej
Image-based localization of the active wireless capsule endoscope inside the stomach. 13-16 - Hongming Xu, Huiquan Wang, Richard Berendt, Naresh Jha, Mrinal Mandal:
Computerized measurement of melanoma depth of invasion in skin biopsy images. 17-20 - Andrea Purgato, Marco D. Santambrogio, Tanya Y. Berger-Wolf, Angus Graeme Forbes:
Interactive visualization for brain spatio-temporal networks. 21-24 - Pedro Furtado
Segmentation of Eye Fundus Images by density clustering in diabetic retinopathy. 25-28 - Irfan Kil, Anand Jagannathan, Ravikiran B. Singapogu, Richard E. Groff:
Development of computer vision algorithm towards assessment of suturing skill. 29-32 - Mohammad Hashem Ryalat
A fast and automatic approach for removing artefacts due to immobilisation masks in X-ray CT. 33-36 - Luciene Chagas de Oliveira, Adriano O. Andrade
Indoor navigation with mobile augmented reality and beacon technology for wheelchair users. 37-40 - Mehrdad J. Gangeh, Hamid R. Tizhoosh, Kan Wu, Dun Huang, Hadi Tadayyon, Gregory J. Czarnota:
Tumour ellipsification in ultrasound images for treatment prediction in breast cancer. 41-44
Thu1.1: Bioinformatics (Regular Session)
- Gyu-Bum Han, Dong-Ho Cho:
Alignment-free genome sequence comparison method based on pair transition difference of k-words. 45-48 - Danping Li
Transductive local fisher discriminant analysis for gene expression profile-based cancer classification. 49-52 - Clyde F. Phelix, Greg Villareal, Richard G. LeBaron, Dawnlee J. Roberson:
Integrating -omics information with biosimulations to assist diagnosis and treatment of diabetes mellitus in silico. 53-56 - Sirajul Salekin, Jianqiu (Michelle) Zhang, Yufei Huang:
A deep learning model for predicting transcription factor binding location at single nucleotide resolution. 57-60
Rapid Fire Session 02: Sensor Informatics I (Special Session)
- Yutong Wang, Tong Wang, Ping Gong, Ying Wu, Chenfei Ye, Jie Li, Ting Ma:
A multi-label learning method for efficient affective detection. 61-64 - Maziyar Baran Pouyan, Javad Birjandtalab, Mehrdad Heydarzadeh
A pressure map dataset for posture and subject analytics. 65-68 - Xian Li, Ye Sun:
Design and evaluation of a non-contact wireless biopotential monitoring system with motion artifacts. 69-72 - Md. Mobashir Hasan Shandhi, Sinan Hersek, Omer T. Inan:
A finite element model of knee electrical bioimpedance for facilitating edema quantification. 73-76
Thu1.2: Health Informatics (Public/Lifestyle) (Regular Session)
- Hamman W. Samuel, Mi-Young Kim, Sankalp Prabhakar, Mohomed Shazan Mohomed Jabbar, Osmar R. Zaïane:
Community question retrieval in health forums. 77-80 - Christian Tolks, Christoph Ament
Identification of parameters of the glucose-insulin homeostasis under everyday live conditions. 81-84 - Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton:
Bayesian optimisation of Gaussian processes for identifying the deteriorating patient. 85-88 - Homa Alemzadeh, Murthy V. Devarakonda:
An NLP-based cognitive system for disease status identification in electronic health records. 89-92 - Nirmal Keshava:
Measuring the performance of an integrative patient similarity measure in the context of adverse drug events. 93-96 - Patrick Letouze, J. I. M. de Souza, Valéria Martins Da Silva, Glaubos Clímaco, F. B. Chagas, João Yoshiyuki Ishihara
Applying the MVC EA-IRPM to reporting-guidelines in medicine: A strategy that is a web system. 97-100
Thu1.3: Imaging Informatics (Regular Session)
- Yuhang Dong
Evaluations of deep convolutional neural networks for automatic identification of malaria infected cells. 101-104 - Mina Khoshdeli, Richard Cong, Bahram Parvin:
Detection of nuclei in H&E stained sections using convolutional neural networks. 105-108 - Max L. Olender
Estimating the internal elastic membrane cross-sectional area of coronary arteries autonomously using optical coherence tomography images. 109-112 - Mohammed Nasar Ibrahim, Shivam Agarwal, Kiran Kumar Vupparaboina
Segmenting and Labeling blood vessels in choroidal Haller's layer: A multiple target tracking approach. 113-116 - T. Dassopoulos, Alexandros Karargyris, Sokratis Makrogiannis
A preliminary study for automatic accurate detection of adenomatous polyps in the small intestine. 117-120 - Alberto Santamaría-Pang, Raghav K. Padmanabhan, Anup Sood, Michael J. Gerdes, Christopher Sevinsky, Qing Li, Nicole LaPlante, Fiona Ginty:
Robust single cell quantification of immune cell subtypes in histological samples. 121-124
Thu2.3: New Generation Personal Health Systems (PHS) for Smart Connected Health (Special Session)
- Vassilis Kilintzis
Wrist sensors - An application to acquire sensory data from Android Wear® smartwatches for connected health. 125-128 - Christos Diou
Data-driven assessments for sensor measurements of eating behavior. 129-132 - Spyros Kitsiou, Manu Thomas, G. Elisabeta Marai, Nicos Maglaveras
Development of an innovative mHealth platform for remote physical activity monitoring and health coaching of cardiac rehabilitation patients. 133-136
Rapid Fire Session 03: Sensor Informatics II (Special Session)
- Mojtaba Jafari Tadi
Automatic identification of signal quality for heart beat detection in cardiac MEMS signals. 137-140 - Supreeth Prajwal Shashikumar, Amit J. Shah
A deep learning approach to monitoring and detecting atrial fibrillation using wearable technology. 141-144 - Nandakumar Selvaraj:
Screening of sleep architecture using a disposable patch sensor. 145-148 - Marco Altini, Elisa Rossetti, Michiel Rooijakkers, Julien Penders, Dorien Lanssens, Lars Grieten, Wilfried Gyselaers:
Combining electrohysterography and heart rate data to detect labour. 149-152
Fri1.1: Sensor Informatics (Activity/Motion) (Regular Session)
- Amin Amini
A new technique for foot-off and foot contact detection in a gait cycle based on the knee joint angle using microsoft kinect v2. 153-156 - Kyle N. Winfree
Modeling clinically validated physical activity using commodity hardware. 157-160 - Matin Kheirkhahan, Zhiguo Chen
Adaptive walk detection algorithm using activity counts. 161-164 - Temiloluwa Prioleau
Exploring the effect of food intake and physical activity on body weight. 165-168 - Tanmay Kavathekar, Irfan Kil, Richard E. Groff, Timothy C. Burg
Towards quantifying surgical suturing skill with force, motion and image sensor data. 169-172
Rapid Fire Session 04: Health Informatics (Special Session)
- Hanyu Jiang, Hang Wu, May Dongmei Wang
Causes of death in the United States, 1999 to 2014. 177-180 - Ryan A. Hoffman
Intelligent mortality reporting with FHIR. 181-184 - Paul A. Wortman, Fatemeh Tehranipoor, Nima Karimian, John A. Chandy
Proposing a modeling framework for minimizing security vulnerabilities in IoT systems in the healthcare domain. 185-188 - Runyu Mao, Wenxin Tong, Chen Kan, Hui Yang
Heartbeat sensing and control of the 3D LED cube. 189-192 - Vignesh Ramji, Murtadha D. Hssayeni
Parkinson's disease medication state management using data fusion of wearable sensors. 193-196 - Olli Lahdenoja, Tero Koivisto, Mojtaba Jafari Tadi
A smartphone-only solution for detecting indications of acute myocardial infarction. 197-200 - Xuhui Chen, Jinlong Ji, Kenneth A. Loparo
Real-time personalized cardiac arrhythmia detection and diagnosis: A cloud computing architecture. 201-204 - Guillaume Joerger, Juliette Rambourg, Marc Garbey, Stéphane Conversy, Hélène Gaspard-Boulinc:
Re-engineer operating room data acquisition and transmission for improving surgical suite awareness and management. 205-208 - Konstantina Kourou, Costas Papaloukas, Dimitrios I. Fotiadis:
A computational pipeline for deciphering the molecular mechanisms of oral cancer progression. 209-212
Fr1.2: Sensor Informatics (Monitoring/Architecture) (Regular Session)
- Shrenik A. Vora, Owen C. Montgomery, Timothy P. Kurzweg:
Method for uterine contraction monitoring with passive RFID tags. 213-216 - Matin Kheirkhahan, Hiranava Das, Manoj Battula, Anis Davoudi, Parisa Rashidi
Power-efficient real-time approach to non-wear time detection for smartwatches. 217-220 - Marco Altini, Elisa Rossetti, Michiel Rooijakkers, Julien Penders, Dorien Lanssens, Lars Grieten, Wilfried Gyselaers:
Variable-length accelerometer features and electromyography to improve accuracy of fetal kicks detection during pregnancy using a single wearable device. 221-224 - Shivaram Poigai Arunachalam
Identifying factors influencing patient alone time at the emergency department using RFID data: What is next? 225-228 - Chen Song, Aosen Wang, Feng Lin
A tempo-spatial compressed sensing architecture for efficient high-throughput information acquisition in organs-on-a-chip. 229-232 - Hakan Toreyin, Sahil Shah, Sinan Hersek, Omer T. Inan, Jennifer Hasler:
Proof-of-concept energy-efficient and real-time hemodynamic feature extraction from bioimpedance signals using a mixed-signal field programmable analog array. 233-236
Fr1.3: Health Informatics (Disease Management) (Regular Session)
- Ruofei Hu, Giuseppe Fico
Definition of a online to offline (O2O) system to support the individualized management and treatment strategies for overall asthma control. 237-240 - Richard Osuala
Visualization of patient specific disease risk prediction. 241-244 - Rahul Pawar, Aaron Albin, Udit Gupta, Hrishikesh Rao, Caroline Carberry, Amarelle Hamo, Rebecca M. Jones, Catherine Lord, Mark A. Clements:
Automatic analysis of LENA recordings for language assessment in children aged five to fourteen years with application to individuals with autism. 245-248 - Marco Altini, Chris Van Hoof
Relation between estimated cardiorespiratory fitness and running performance in free-living: An analysis of HRV4Training data. 249-252 - Hui Yan
Variance analysis in Task-Time matrix clinical pathways. 253-256 - Huber Nieto-Chaupis
Prospects for anticipating kidney damage in type-2 diabetes patients through the sensing of albumin passing through the renal glomerulus. 257-260
Rapid Fire Session 05: General and Theoretical Informatics I (Special Session)
- Xiao Xu, Tao Jin, Zhijie Wei, Jianmin Wang
Incorporating domain knowledge into clinical goal discovering for clinical pathway mining. 261-264 - Nicholas J. Napoli
Addressing bias from non-random missing attributes in health data. 265-268 - Caitlin Barrett, Gregory Dominick, Kyle N. Winfree:
Assessing bouts of activity using modeled clinically validated physical activity on commodity hardware. 269-272 - Xiaoliang Wang
A Hidden Markov Model based dynamic scheduling approach for mobile cloud telemonitoring. 273-276 - Rishi Kanth Saripalle:
UMLS visualization for biomedical and health science classroom teaching and student learning. 277-280 - Vilas Joshi, Frank Knoefel, Rafik A. Goubran, Mohamed El-Tanany:
Measurement of spontaneous body sway during quiet stand using UWB sensor. 281-284 - Janani Venugopalan, Russell K. Gore, Tamara Espinoza, David W. Wright, Michelle C. LaPlaca, May D. Wang
Mining standardized neurological signs and symptoms data for concussion identification. 285-288 - Ibrahim Sadek
Continuous and unconstrained vital signs monitoring with ballistocardiogram sensors in headrest position. 289-292 - Rahul Krishnan Pathinarupothi
Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning. 293-296 - Tri Vu, Hoan Tran, Kun Woo Cho, Chen Song, Feng Lin
Effective and efficient visual stimuli design for quantitative autism screening: An exploratory study. 297-300 - Nawras Georgi
Wellness sensors and proprietary protocols, a solution for health monitoring? 301-304 - Li Wang, Yijun Feng, Ze Yang, Haijun Niu:
Development and perceptual evaluation of pitch controllable electrolarynx. 305-308 - Chuanqi Tan, Fuchun Sun, Wenchang Zhang, Shaobo Liu, Chunfang Liu:
Spatial and spectral features fusion for EEG classification during motor imagery in BCI. 309-312 - Victor Carluccio, Nidhal Bouaynaya, Gregory Ditzler, Hassan M. Fathallah-Shaykh:
The AKRON-Kalman filter for tracking time-varying networks. 313-316 - Christopher Baechle, Ankur Agarwal, Ravi S. Behara, Xingquan Zhu
A cost sensitive approach to predicting 30-day hospital readmission in COPD patients. 317-320 - Christopher Baechle, Ankur Agarwal, Ravi S. Behara, Xingquan Zhu
Co-occurring evidence discovery for COPD patients using natural language processing. 321-324 - Pouyan Mehryar
Changes in synergy of transtibial amputee during gait: A pilot study. 325-328 - Asma Qureshi, Maïté Brandt-Pearce
Relationship between kernel density function estimates of gait time series and clinical data. 329-332 - Mehrdad Heydarzadeh
Gaits analysis using pressure image for subject identification. 333-336 - M. Zakria, Hafiz Farhan Maqbool, Tahir Hussain, Mohammed I. Awad
Heuristic based gait event detection for human lower limb movement. 337-340 - Kostas Michalopoulos, Nikolaos G. Bourbakis:
Application of multiscale entropy on EEG signals for emotion detection. 341-344 - Juan L. Lopez Marcano, Martha Ann Bell, A. A. Louis Beex:
Classification of ADHD and Non-ADHD using theta/beta power ratio features. 345-348 - Yi Zhen
Analyzing the usage of standards in radiation therapy clinical studies. 349-352
Sat1.1: General and Theoretical Informatics (Machine Learning Methods) (Regular Session)
- Peng Zhang, Jules White, Douglas C. Schmidt, Tom Dennis:
Applying machine learning methods to predict hand hygiene compliance characteristics. 353-356 - Jingyuan Li, Ognjen Arandjelovic
Glycaemic index prediction: A pilot study of data linkage challenges and the application of machine learning. 357-360 - Shruthi Gopalswamy, Patrick James Tighe
Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends. 361-364 - Tiancheng He, Mamta Puppala, Richard Ogunti, James J. Mancuso
Deep learning analytics for diagnostic support of breast cancer disease management. 365-368 - Hong-Jun Yoon, Larry Roberts, Georgia D. Tourassi:
Automated histologic grading from free-text pathology reports using graph-of-words features and machine learning. 369-372 - Mohamed S. Elmahdy, Sara S. Abdeldayem, Inas A. Yassine:
Low quality dermal image classification using transfer learning. 373-376
Sat1.2: Brain / Head Informatics (Regular Session)
- Shadnaz Asgari, Natalie K. Arevalo, Robert B. Hamilton, Dan Hanchey, Fabien Scalzo:
Cerebral blood flow velocity pulse onset detection using adaptive thresholding. 377-380 - Ana Filipa Rodrigues, Mariana Barros, Pedro Furtado
Squizofrenia: Classification and correlation from MRI. 381-384 - Sidra Minhas, Aasia Khanum, Farhan Riaz, Shoab Ahmad Khan, Atif Alvi:
Trajectory based predictive modeling of conversion from mild cognitive impairment to Alzheimer's disease. 385-388 - Laura Orgo, Maie Bachmann
Resting EEG functional connectivity and graph theoretical measures for discrimination of depression. 389-392 - Glen A. Coppersmith, Casey Hilland, Ophir Frieder, Ryan Leary:
Scalable mental health analysis in the clinical whitespace via natural language processing. 393-396 - John D. Ralston
A candidate neuromechanical biomarker and dosimeter for monitoring cumulative head impact trauma. 397-400
Rapid Fire Session 06: General and Theoretical Informatics II (Special Session)
- Yang Dai, Sharukh Lokhandwala
Phenotyping hypotensive patients in critical care using hospital discharge summaries. 401-404 - Pierandrea Cancian
An embedded Gabor-based palm vein recognition system. 405-408 - Purva R. Gawde, Arvind K. Bansal, Jeffrey A. Nielson:
Integrating Markov model and morphology analysis for finer classification of ventricular arrhythmia in real time. 409-412 - Rishabh Gupta, Abdul Qadir Javaid, S. Ali Etemad:
Towards unsupervised coherence-based assessment of ECG quality in different posture and movement conditions. 413-416 - Dilranjan S. Wickramasuriya, Calvin A. Perumalla, Richard D. Gitlin:
Predicting episodes of atrial fibrillation using RR-intervals and ectopic beats. 417-420 - Evanthia E. Tripoliti, Theofilos G. Papadopoulos, Georgia S. Karanasiou
Estimation of New York Heart Association class in heart failure patients based on machine learning techniques. 421-424 - Hiroshi Takeuchi, Naoki Kodama:
Time-series data analysis of home blood flow velocity measurements from radial artery in relation to lifestyle factors. 425-428 - Nima Karimian, Mark M. Tehranipoor, Domenic Forte
Non-fiducial PPG-based authentication for healthcare application. 429-432 - Jing Jin, Liwei Zhang, Hongzhi Wang, Stephen T. C. Wong, Hai Li
Precise calibration for the coordinates of surgical needle's tip based on transform invariant matrix and spherical constraints. 433-436 - Taylor Spangler, N. V. Vinodchandran, Ashok Samal, Jordan R. Green:
Fractal features for automatic detection of dysarthria. 437-440 - Wala Saadeh, Muhammad Awais Bin Altaf, Muhammad Shoaib Bin Altaf:
A high accuracy and low latency patient-specific wearable fall detection system. 441-444 - Kostas M. Tsiouris
Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system. 445-448 - Aaron Zalewski, William J. Long, Alistair E. W. Johnson, Roger G. Mark, Li-Wei H. Lehman:
Estimating patient's health state using latent structure inferred from clinical time series and text. 449-452 - Abdul Qadir Javaid, Rishabh Gupta, Alex Mihalidis, S. Ali Etemad:
Balance-based time-frequency features for discrimination of young and elderly subjects using unsupervised methods. 453-456 - Jiang Bian, Laura E. Barnes, Guanling Chen, Haoyi Xiong
Early detection of diseases using electronic health records data and covariance-regularized linear discriminant analysis. 457-460 - Sohini Roychowdhury, Donny Sun, Matthew Bihis, Johnny Ren, Paul Hage
Computer aided detection of anemia-like pallor. 461-464 - Weixuan Chen, Akane Sano, Daniel Lopez Martinez, Sara Taylor
Multimodal ambulatory sleep detection. 465-468 - Reena Patil, Ke Kang, Yusuf Öztürk:
Spectral model based intent detection for multichannel SEMG signals. 469-472 - Neila Mezghani, Youssef Ouakrim, Md. R. Islam, Rami Yared, Bessam Abdulrazak:
Context aware adaptable approach for fall detection bases on smart textile. 473-476 - Thomas M. Deserno, Daniel Haak, Markus Harmsen, Sandra Geisler, Matthias Jarke:
A presentation semantic for the Operational Data Model (ODM). 477-480 - Brittany Norman, Tod Davis, Shannon Quinn, Robert Massey, Daniel Hirsh:
Automated identification of pediatric appendicitis score in emergency department notes using natural language processing. 481-484 - Gokhan Bakal
On quantifying diffusion of health information on Twitter. 485-488 - Casey A. Cole, James F. Thrasher, Scott M. Strayer, Homayoun Valafar
Resolving ambiguities in accelerometer data due to location of sensor on wrist in application to detection of smoking gesture. 489-492 - Daniel R. Harris
Using closure tables to enable cross-querying of ontologies in database-driven applications. 493-496
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