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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, Carolina Travassos, Raquel Monteiro, Sara Pires de Oliveira, Carla Baptista, Francisco Carrilho:
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, Stephen D. Laycock, Mark Fisher:
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, Eduardo Chagas de Oliveira, Alcimar Soares, Alexandre Cardoso, Edgard Lamounier:
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, Lei Wang, Jiajun Wang, Zhong Xue, Stephen T. C. Wong:
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, Mehrdad Nourani, Sarah Ostadabbas:
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, Zhuocheng Jiang, Hongda Shen, W. David Pan, Lance A. Williams, Vishnu V. B. Reddy, William H. Benjamin, Allen W. Bryan:
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, Lambros S. Athanasiou, Jose M. de la Torre Hernandez, Tamara Garcia Camarero, Jose D. Cascon, Luciano Consuegra-Sanchez, Elazer R. Edelman:
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, Jay Chhablani, Ashutosh Richhariya, Soumya Jana:
Segmenting and Labeling blood vessels in choroidal Haller's layer: A multiple target tracking approach. 113-116 - T. Dassopoulos, Alexandros Karargyris, Sokratis Makrogiannis, Nikolaos G. Bourbakis:
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, Christos Maramis, Nicos Maglaveras:
Wrist sensors - An application to acquire sensory data from Android Wear® smartwatches for connected health. 125-128 - Christos Diou, Ioannis A. Sarafis, Ioannis Ioakimidis, Anastasios Delopoulos:
Data-driven assessments for sensor measurements of eating behavior. 129-132 - Spyros Kitsiou, Manu Thomas, G. Elisabeta Marai, Nicos Maglaveras, George Kondos, Ross Arena, Ben S. Gerber:
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, Olli Lahdenoja, Tero Humanen, Juho Koskinen, Mikko Pänkäälä, Tero Koivisto:
Automatic identification of signal quality for heart beat detection in cardiac MEMS signals. 137-140 - Supreeth Prajwal Shashikumar, Amit J. Shah, Qiao Li, Gari D. Clifford, Shamim Nemati:
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, Konstantinos Banitsas, Salaheddin Hosseinzadeh:
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, Gregory Dominick:
Modeling clinically validated physical activity using commodity hardware. 157-160 - Matin Kheirkhahan, Zhiguo Chen, Duane B. Corbett, Amal A. Wanigatunga, Todd M. Manini, Sanjay Ranka:
Adaptive walk detection algorithm using activity counts. 161-164 - Temiloluwa Prioleau, Yuqiang Heng, Ashok Veeraraghavan, Ashutosh Sabharwal:
Exploring the effect of food intake and physical activity on body weight. 165-168 - Tanmay Kavathekar, Irfan Kil, Richard E. Groff, Timothy C. Burg, John F. Eidt, Ravikiran B. Singapogu:
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, Hang Wu, Janani Venugopalan, Paula Braun, May D. Wang:
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, Michelle A. Burack, Behnaz Ghoraani:
Parkinson's disease medication state management using data fusion of wearable sensors. 193-196 - Olli Lahdenoja, Tero Koivisto, Mojtaba Jafari Tadi, Zuhair Iftikhar, Tero Hurnanen, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Mikko Pänkäälä:
A smartphone-only solution for detecting indications of acute myocardial infarction. 197-200 - Xuhui Chen, Jinlong Ji, Kenneth A. Loparo, Pan Li:
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, Todd M. Manini, Sanjay Ranka:
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, Mustafa Y. Sir, Gomathi Marisamy, Annie Sadosty, David M. Nestler, Thomas R. Hellmich, Kalyan S. Pasupathy:
Identifying factors influencing patient alone time at the emergency department using RFID data: What is next? 225-228 - Chen Song, Aosen Wang, Feng Lin, Ruogang Zhao, Zhanpeng Jin, Wenyao Xu:
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, Cecilia Vera-Muñoz, Fen Lan, María Teresa Arredondo:
Definition of a online to offline (O2O) system to support the individualized management and treatment strategies for overall asthma control. 237-240 - Richard Osuala, Ognjen Arandjelovic:
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, Oliver Amft:
Relation between estimated cardiorespiratory fitness and running performance in free-living: An analysis of HRV4Training data. 249-252 - Hui Yan, Pieter Van Gorp, Uzay Kaymak, Lei Ji, Xudong Lu, Choo Chiap Chiau, Hendrikus H. M. Korsten, Huilong Duan:
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, Madeline E. Kotoriy, William Barnhardt, Jeffrey S. Young, Laura E. Barnes:
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, Wenyao Xu, Zhanpeng Jin:
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, Jit Biswas, Bessam Abdulrazak, Haihong Zhang, Mounir Mokhtari:
Continuous and unconstrained vital signs monitoring with ballistocardiogram sensors in headrest position. 289-292 - Rahul Krishnan Pathinarupothi, Vinaykumar R., Ekanath Rangan, E. Gopalakrishnan, K. P. Soman:
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, Chang Wen Chen, Michelle Hartley-McAndrew, Kathy Ralabate Doody, Wenyao Xu:
Effective and efficient visual stimuli design for quantitative autism screening: An exploratory study. 297-300 - Nawras Georgi, Régine Le Bouquin-Jeannès:
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, M. S. Shourijeh, Tahmineh Rezaeian, Nadeem Iqbal, Neil Messenger, Abbas A. Dehghani-Sanij:
Changes in synergy of transtibial amputee during gait: A pilot study. 325-328 - Asma Qureshi, Maïté Brandt-Pearce, Matthew M. Engelhard, Myla D. Goldman:
Relationship between kernel density function estimates of gait time series and clinical data. 329-332 - Mehrdad Heydarzadeh, Javad Birjandtalab, Maziyar Baran Pouyan, Mehrdad Nourani, Sarah Ostadabbas:
Gaits analysis using pressure image for subject identification. 333-336 - M. Zakria, Hafiz Farhan Maqbool, Tahir Hussain, Mohammed I. Awad, Pouyan Mehryar, Nadeem Iqbal, Abbas A. Dehghani-Sanij:
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, Yuliang Jiang, Lulin Yuan, John P. Kirkpartrick, Qingrong Jackie Wu, Yaorong Ge:
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, Parisa Rashidi:
Deep recurrent neural networks for predicting intraoperative and postoperative outcomes and trends. 361-364 - Tiancheng He, Mamta Puppala, Richard Ogunti, James J. Mancuso, Xiaohui Yu, Shenyi Chen, Jenny C. Chang, Tejal A. Patel, Stephen T. C. Wong:
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, Kaia Kalev, M. Jarvelaid, Jaan Raik, Hiie Hinrikus:
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, Jonathan Woodard, Matthew Cieslak, Alex Asturias, Wendy Meiring, Scott T. Grafton:
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, William J. Long, Roger G. Mark, Li-Wei H. Lehman:
Phenotyping hypotensive patients in critical care using hospital discharge summaries. 401-404 - Pierandrea Cancian, Guido Walter Di Donato, Vincenzo Rana, Marco D. Santambrogio:
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, Fanis G. Kalatzis, Aris Bechlioulis, Yorgos Goletsis, Katerina K. Naka, Dimitrios I. Fotiadis:
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, Georgios Rigas, Angelo Antonini, Dimitris Gatsios, Spiros Konitsiotis, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis:
Mining motor symptoms UPDRS data of Parkinson's disease patients for the development of Hoehn and Yahr estimation decision support system. 445-448