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BHI 2019: Chicago, IL, USA
- 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2019, Chicago, IL, USA, May 19-22, 2019. IEEE 2019, ISBN 978-1-7281-0848-3
- Erinija Pranckeviciene
, Ryan Potter, Lijia Huang, Olga Jarinova:
Validation of bcbio-nextgen Pipeline Based on NextSeq500 Exome Sequencing. 1-6 - Xiaohui Yao, Shan Cong, Jingwen Yan, Shannon L. Risacher
Mining Regional Imaging Genetic Associations via Voxel-wise Enrichment Analysis. 1-4 - Shuqiong Wu
Reconstructing 3D Lung Shape from a Single 2D Image during the Deaeration Deformation Process using Model-based Data Augmentation. 1-4 - Han Yu, Elizabeth B. Klerman, Rosalind W. Picard, Akane Sano:
Personalized Wellbeing Prediction using Behavioral, Physiological and Weather Data. 1-4 - Aman Shrivastava, Karan Kant, Saurav Sengupta, Sung-Jun Kang, Marium N. Khan, S. Asad Ali, Sean R. Moore, Beatrice C. Amadi, Paul Kelly, Donald E. Brown, Sana Syed:
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease. 1-4 - Ziyuan Zhao
Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. 1-4 - Oscar Araque, María P. Mejía-Sandoval, Antti Sassi, Kirsi Holli-Helenius, Anna-Leena Lääperi, Irina Rinta-Kiikka, Otso Arponen, Said Pertuz:
Selecting the Mammographic-View for the Parenchymal Analysis-Based Breast Cancer Risk Assessment. 1-4 - Evangelos Kaimakamis
Applying translational medicine by Using the WELCOME Remote Monitoring System on Patients with COPD and Comorbidities. 1-4 - William D. O'Neill, Steven G. Penny:
Image Identification of Animal Tumor Models for Human Breast Cancer Research. 1-4 - Gert Mertes
Quantifying Eating Behavior With a Smart Plate in Patients With Arm Impairment After Stroke. 1-4 - Yu-Jhen Chen, Chien-Liang Liu
Large-scale Classification of 12-lead ECG with Deep Learning. 1-4 - John X. Qiu, Shang Gao, Mohammed M. Alawad, Noah Schaefferkoetter, Folami Alamudun, Hong-Jun Yoon, Xiao-Cheng Wu, Georgia D. Tourassi:
Semi-Supervised Information Extraction for Cancer Pathology Reports. 1-4 - Dimitrios A. Gatsios
When vestibular rehabilitation can assist: findings with use of data mining. 1-4 - Marc Sebastián-Romagosa, Rupert Ortner, Esther Udina-Bonet, Josep Dinarès-Ferran, Katrin Mayr, Fan Cao, Christoph Guger:
Laterality Coefficient: An EEG parameter related with the functional improvement in stroke patients. 1-4 - Liss Hernández, Laura Lopez-Perez
Designing an ontology for Head and Neck Cancer research. 1-5 - Muhammad Abubakar Yamin
Investigating the Impact of Genetic Background on Brain Dynamic Functional Connectivity Through Machine Learning: A Twins Study. 1-4 - Shreya Ghosh
Detection of C-Reactive Protein using network-deployable DNA aptamer based optical nanosensor. 1-4 - Tahmina Zebin
Implementation of a batch normalized deep LSTM recurrent network on a smartphone for human activity recognition. 1-4 - M. L. Tlachac
You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression. 1-4 - Francesca Lunardini
The MOVECARE Project: Home-based Monitoring of Frailty. 1-4 - Ahmed Imtiaz Humayun
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets. 1-5 - Hee-Tae Jung, Hyunsuk Lee, Kwangwook Kim, Byeongil Kim, Sungji Park, Taekyeong Ryu, Yangsoo Kim, Jean-Francois Daneault, Sunghoon Ivan Lee:
Predicting Cognitive Impairment Level after a Serious Game-based Therapy in Chronic Stroke Survivors. 1-4 - Eleonora D'Arnese
Towards an Automatic Imaging Biopsy of Non-Small Cell Lung Cancer. 1-4 - Catherine Markley, Keith Feldman
Outside the Hospital Walls: Associations of Value Based Care Metrics and Community Health Factors. 1-4 - Zepeng Huo
Predicting the meal macronutrient composition from continuous glucose monitors. 1-4 - Nesreen Alsbou, Joshua Branscum, Imad Ali:
Development of a Microwave Imaging System with Applications in Medical Imaging and Treatment of Cancer Patients. 1 - Murtadha D. Hssayeni, Joohi Jimenez-Shahed
Symptom-based, Dual-channel LSTM Network for The Estimation of Unified Parkinson's Disease Rating Scale III. 1-4 - Ronald J. Nowling, John Bukowy, Sean D. McGarry, Andrew S. Nencka, Oliver Blasko, Jay Urbain, Allison K. Lowman, Alexander Barrington, Anjishnu Banerjee, Kenneth A. Iczkowski, Peter S. LaViolette:
Classification before Segmentation: Improved U-Net Prostate Segmentation. 1-4 - Peng Guo, Sanjana Singh, Zhiyun Xue, L. Rodney Long, Sameer K. Antani
Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening. 1-4 - Ying Zhu, Tsz-Lun Yeung, Jianting Sheng, Emily M. Hinchcliff, Jared K. Burks, Amir A. Jazaeri, Samuel C. Mok, Stephen T. C. Wong:
An image informatics pipeline for imaging mass cytometry to characterize the immune landscape in pre- and on-treatment immune therapy and its application in recurrent platinium-resistant epithelial ovarian cancer. 1-4 - Charissa S. L. Cheah, Stephen P. Kaputsos, Varun Mandalapu, Truc Tran, Salih Barman
Neurophysiological Variations in Food Decision-Making within Virtual and Real Environments. 1-4 - Saim Abdullah, Omar Arif, Tahir Mehmud, Muhammad Bilal Arif:
Compressed Sensing MRI Reconstruction using Low Dimensional Manifold Model. 1-4 - Mingliang Chen, Qiang Zhu, Harrison Zhang, Min Wu, Quanzeng Wang
Respiratory Rate Estimation from Face Videos. 1-4 - Zhenghua Chen, Min Wu
A Deep Learning Approach for Sleep-Wake Detection from HRV and Accelerometer Data. 1-4 - Fatemeh Fahimi, Zhuo Zhang, Wooi Boon Goh, Kai Keng Ang
Towards EEG Generation Using GANs for BCI Applications. 1-4 - Boshen Wang, Wei Tian, Xue Lei
Structure-based Method for Predicting Deleterious Missense SNPs. 1-4 - Ali Akbari, Roozbeh Jafari
A Deep Learning Assisted Method for Measuring Uncertainty in Activity Recognition with Wearable Sensors. 1-5 - Yang Yang Wang, Ke Gao, Ashley M. Kloepper, Yunxin Zhao, Mili Kuruvilla-Dugdale
DeepDDK: A Deep Learning based Oral-Diadochokinesis Analysis Software. 1-4 - Clément Pealat, Guillaume Bouleux, Vincent Cheutet
Extracting Most Impacting Emergency Department Patient Flow By Embedding Laboratory-confirmed and Clinical Diagnosis on The Stiefel Manifold. 1-4 - Cihan Berk Güngör, Hakan Töreyin:
A 0.5 nW Analog ECG Processor for Real Time R-wave Detection Based on Pan-Tompkins Algorithm. 1-4 - Meysam Roodi, Zahra Lak, Andreas Moshovos:
BWA-MEM Performance: Suffix Array Storage Size. 1-4 - Filippo Carloni
Speeding Up Resting State Networks Recognition via a Hardware Accelerator. 1-4 - Jason Conci, Gina Sprint, Diane J. Cook, Douglas Weeks:
Utilizing Consumer-grade Wearable Sensors for Unobtrusive Rehabilitation Outcome Prediction. 1-4 - Francesca Lunardini
Validity of digital Trail Making Test and Bells Test in elderlies. 1-4 - David Joon Ho
Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images. 1-4 - Kosmia Loizidou
A new method for breast micro-calcification detection and characterization using digital temporal subtraction of mammogram pairs. 1-4 - Neslihan Bisgin, James D. Wilson, Pamela Murphy, Eric R. Siegel
Relationship Between Fetal Behavioral States and Auditory and Visual Stimulation. 1-4 - Jessica Goya-Outi, Raphael Calmon, Fanny Orlhac, Cathy Philippe, Nathalie Boddaert, Stéphanie Puget, Irène Buvat, Vincent Frouin, Jacques Grill, Frédérique Frouin:
Can Structural MRI Radiomics Predict DIPG Histone H3 Mutation and Patient Overall Survival at Diagnosis Time? 1-4 - Abhishek Kumar Dubey, Hong-Jun Yoon, Georgia D. Tourassi:
Inverse Regression for Extraction of Tumor Site from Cancer Pathology Reports. 1-4 - Abdallah Karakra
HospiT'Win: A Predictive Simulation-Based Digital Twin for Patients Pathways in Hospital. 1-4 - Ruhan Yi, Moein Enayati, James M. Keller, Mihail Popescu, Marjorie Skubic:
Non-Invasive In-Home Sleep Stage Classification Using a Ballistocardiography Bed Sensor. 1-4 - Fereshteh S. Bashiri, Jonathan C. Badger, Roshan M. D'Souza, Zeyun Yu, Peggy L. Peissig:
Lung Nodule Classification Using Combined Deep and Spectral 3D Shape Features. 1-4 - S. M. Shamimul Hasan, Donna R. Rivera, Xiao-Cheng Wu, James Blair Christian, Georgia D. Tourassi:
A Knowledge Graph Approach for the Secondary Use of Cancer Registry Data. 1-4 - Alberto Zeni
circFA: a FPGA-based circular RNA aligner. 1-4 - Jonas Malmsten, Nikica Zaninovic, Qiansheng Zhan, Zev Rosenwaks, Juan Shan:
Automated cell stage predictions in early mouse and human embryos using convolutional neural networks. 1-4 - Markus J. Lüken, Warner ten Kate, João P. Batista, Chuong Ngo, Leo Cornelius Bollheimer, Steffen Leonhardt
Peak Detection Algorithm for Gait Segmentation in Long-Term Monitoring for Stride Time Estimation using Inertial Measurement Sensors. 1-4 - Ayca Aygun, Roozbeh Jafari
Robust Heart Rate Variability and Interbeat Interval Detection Algorithm in the Presence of Motion Artifacts. 1-5 - Nazmus Sakib, Devansh Saxena, Lin He, Paul M. Griffin, Sheikh Iqbal Ahamed, Md Munirul Haque:
Unpacking Prevalence and Dichotomy in qSOFA Parameters: A Step towards Multi-parameter Intelligent Sepsis Prediction in ICU. 1-4 - Laura Lopez-Perez
Integrating population data in a computerized Decision Support System for Head and Neck Cancer. 1-4 - Anahita Hosseini, Majid Sarrafzadeh:
Unsupervised Prediction of Negative Health Events Ahead of Time. 1-4 - Yurika Upadhyaya, Linhui Xie
Disruption of gene co-expression network along the progression of Alzheimer's disease. 1-4 - Xue Lei
Predicting Oncogenic Missense Mutations. 1-4 - Chentian Jiang, Lida Faroqi, Latha Palaniappan, Jessilyn Dunn
Estimating Personal Resting Heart Rate from Wearable Biosensor Data. 1-4 - Jonathan Zia, Jacob Kimball, Md. Mobashir Hasan Shandhi, Omer T. Inan:
Automated Identification of Persistent Time-Domain Features in Seismocardiogram Signals. 1-4 - Solale Tabarestani, Maryamossadat Aghili, Mehdi Shojaie, Christian Freytes, Mercedes Cabrerizo, Armando Barreto
Longitudinal Prediction Modeling of Alzheimer Disease using Recurrent Neural Networks. 1-4 - Guangxu Xun
Topic Discovery for Biomedical Corpus Using MeSH Embeddings. 1-4 - Nahom Kidane, Mohammad F. Obeid
An Accurate and Efficient Instrument for Monitoring Chest Wall Therapy. 1-5 - Yan Zhuang, Omar Uribe
F-DIT-V: An Automated Video Classification Tool for Facial Weakness Detection. 1-4 - Shawn Chua, Yang Tao, Rosa Q. So:
Improved Decoding of EEG-Based Motor Imagery Using Convolutional Neural Network and Data Space Adaptation. 1-4 - Alan Perez-Rathke
Alterations in Chromatin Folding Patterns in Cancer Variant-Enriched Loci. 1-4 - Michael M. Marefat, Amit Juneja:
Serverless Data Parallelization for Training and Retraining of Deep Learning Architecture in Patient-Specific Arrhythmia Detection. 1-4 - Hugo F. Posada-Quintero
Phasic Component of Electrodermal Activity is more Correlated to Brain Activity than Tonic Component. 1-4 - Shanshan Chen, Robert Perera, Matthew M. Engelhard, Jessica R. Lunsford-Avery
A Generic Algorithm for Sleep-Wake Cycle Detection using Unlabeled Actigraphy Data. 1-4 - Jennifer Piane, Yiyang Wang
Augmenting Frame-based with Window-based Features for C. elegans Movement Classification. 1-4 - Hafez Eslami Manoochehri, Susmitha Sri Kadiyala, Mehrdad Nourani:
Predicting Drug-Target Interactions Using Weisfeiler-Lehman Neural Network. 1-4 - Manuel Ottaviano
Participative app for citizen to assess health risks and increase pollution awareness. 1 - Caroline Yu, Yassin Khalifa
Silent Aspiration Detection in High Resolution Cervical Auscultations. 1-4 - Daniela Giordano, Francesca Murabito, Simone Palazzo
An AI-based Framework for Supporting Large Scale Automated Analysis of Video Capsule Endoscopy. 1-4 - Akshaya Balamurugan, Sin G. Teo, Jianxi Yang, Zhongbo Peng, Xulei Yang, Zeng Zeng:
ResHNet: Spectrograms Based Efficient Heart Sounds Classification Using Stacked Residual Networks. 1-4 - Savitha Rani Ravichandran, Balaji Nataraj, Su Huang, Zhiliang Qin, Zhongkang Lu, Akie Katsuki, Weimin Huang, Zeng Zeng:
3D Inception U-Net for Aorta Segmentation using Computed Tomography Cardiac Angiography. 1-4 - Sara Ross-Howe, Hamid R. Tizhoosh:
Atrial Fibrillation Detection Using Deep Features and Convolutional Networks. 1-4 - Jiaxing Tan, Yongfeng Gao, Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Yumei Huo, Lihong Li, Zhengrong Liang:
GLCM-CNN: Gray Level Co-occurrence Matrix based CNN Model for Polyp Diagnosis. 1-4 - Mohammed M. Alawad, Shang Gao, John X. Qiu, Noah Schaefferkoetter, Jacob D. Hinkle
Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports. 1-4 - Md Musaddaqul Hasib, Zane Lybrand, Vanesa Nieto Estevez, Jenny Hsieh, Yufei Huang:
Charactering hESCs Organoids from Electrical Signals with Machine Learning. 1-4 - Mladen R. Rasic
Taxonomic Classification at the Strain Level using a Species-of-Interest $\boldsymbol{k}$-mer Database. 1-4 - Tao Yang, Kok Soon Phua, Juanhong Yu, Thevapriya Selvaratnam, Valerie Toh, Wai Hoe Ng, Kai Keng Ang
Image-based Motor Imagery EEG Classification using Convolutional Neural Network. 1-4 - Said Pertuz
Open Framework for Mammography-based Breast Cancer Risk Assessment. 1-4 - Ioannis E. Polykretis, Vladimir A. Ivanov
Computational Astrocyence: Astrocytes encode inhibitory activity into the frequency and spatial extent of their calcium elevations. 1-4 - Beren Semiz
Change Point Detection in Knee Acoustic Emissions using the Teager Operator: A Preliminary Study in Patients with Juvenile Idiopathic Arthritis. 1-4 - Syed Ashiqur Rahman, Donald A. Adjeroh:
Centroid of Age Neighborhoods: A Generalized Approach to Estimate Biological Age. 1-4 - Qiang Zhu, Xin Tian, Chau-Wai Wong
ECG Reconstruction via PPG: A Pilot Study. 1-4 - Pradyumna Byappanahalli Suresha, Ayse Selin Cakmak, Giulia Da Poian, Amit J. Shah
Obstructive Sleep Apnea Classification in a Mixed-Disorder Elderly Male Population Using a Low-Cost Off-Body Movement Sensor. 1-4 - Xu Wang, Xin Yang, Haoran Dou
Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. 1-5 - Yichuan Jiang
Filter Bank Spatiotemporal Beamforming for Frequency Detection in SSVEP-based BCI. 1-4 - Jiaming Chen, Ali Valehi, Fatemeh Afghah, Abolfazl Razi:
A Deviation Analysis Framework for ECG Signals Using Controlled Spatial Transformation. 1-4 - Bo Peng, Xiaohui Yao, Shannon L. Risacher
Prioritization of Cognitive Assessments in Alzheimer's Disease via Learning to Rank using Brain Morphometric Data. 1-4 - D. Saravanakumar, R. Vishnupriya, M. Ramasubba Reddy
A Novel EOG based Synchronous and Asynchronous Visual Keyboard System. 1-4 - Terumi Umematsu
Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks. 1-4 - Ahmad P. Tafti, Yanshan Wang
Integrating word embedding neural networks with PubMed abstracts to extract keyword proximity of chronic diseases. 1-4 - Alex Fedorov
Prediction of Progression to Alzheimer's disease with Deep InfoMax. 1-5 - Wenlong Tang, George D. Fulk
Estimating Berg Balance Scale and Mini Balance Evaluation System Test Scores by Using Wearable Shoe Sensors. 1-4 - Yuanda Zhu
Improved Prediction on Heart Transplant Rejection Using Convolutional Autoencoder and Multiple Instance Learning on Whole-Slide Imaging. 1-4 - Kamal Taha:
Employing the Inference Rules of Predicate Logic for Predicting Protein Functions. 1-4 - Srinidhi Parshi, Md. Rafiul Amin, Hamid Fekri Azgomi, Rose T. Faghih:
Mental Workload Classification via Hierarchical Latent Dictionary Learning: A Functional Near Infrared Spectroscopy Study. 1-4 - Sajad Mousavi, Fatemeh Afghah, Abolfazl Razi, U. Rajendra Acharya
ECGNET: Learning Where to Attend for Detection of Atrial Fibrillation with Deep Visual Attention. 1-4 - Yuanda Zhu
Feature Exploration and Causal Inference on Mortality of Epilepsy Patients Using Insurance Claims Data. 1-4 - Vladimir A. Ivanov
Axonal Conduction Velocity Impacts Neuronal Network Oscillations. 1-4 - Bonggun Shin, Julien Hogan, Andrew B. Adams, Raymond J. Lynch, Rachel E. Patzer, Jinho D. Choi:
Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission. 1-4 - Qing Zhang, Mohan Karunanithi, Chansuk Kang:
Immersive Augmented Reality (I Am Real) - Remote Clinical Consultation. 1-4 - Adyasha Dash
Physiology-sensitive Virtual Reality based Strength Training Platform for Post-stroke Grip Task. 1-4 - Max L. Olender
Simultaneous Multi-Surface Fitting for Vessel Wall Layer Delineation. 1-4 - Kostas M. Tsiouris
Unsupervised Seizure Detection based on Rhythmical Activity and Spike Detection in EEG Signals. 1-4 - Chia-Yeh Hsieh, Hsiang-Yun Huang, Kai-Chun Liu, Kun-Hui Chen, Steen Jun-Ping Hsu, Chia-Tai Chan:
Automatic Subtask Segmentation Approach of the Timed Up and Go Test for Mobility Assessment System Using Wearable Sensors. 1-4 - Javad Birjandtalab, Vipul Nataraj Jarmale
Impact of Personalization on Epileptic Seizure Prediction. 1-4 - G. R. Kiran Kumar
Multiview MAX-VAR canonical correlation approach for enhancing SSVEP based BCIs. 1-4 - John H. L. Hansen, Hussnain Ali, Juliana N. Saba, M. C. Ram Charan, Nursadul Mamun, Ria Ghosh
CCi-MOBILE: Design and Evaluation of a Cochlear Implant and Hearing Aid Research Platform for Speech Scientists and Engineers. 1-4 - Xin Yang
Functional connectivity magnetic resonance imaging classification of autism spectrum disorder using the multisite ABIDE dataset. 1-4 - Brian Premchand
Rapid Detection of Inactive Channels during Multi-unit Intracranial Recordings. 1-4 - Asif Shahriyar Sushmit, Shakib Uz Zaman, Ahmed Imtiaz Humayun
X-Ray Image Compression Using Convolutional Recurrent Neural Networks. 1-4 - Ramkiran Gouripeddi
An Architecture for Metadata-driven Integration of Heterogeneous Sensor and Health Data for Translational Exposomic Research. 1-4 - Zhiguo Zhou, Michael Dohopolski, Liyuan Chen, Xi Chen, Steve B. Jiang, David J. Sher, Jing Wang:
Reliable lymph node metastasis prediction in head & neck cancer through automated multi-objective model. 1-4 - Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. 1-4 - Martin Ullrich, Julius Hannink, Heiko Gaßner, Jochen Klucken, Björn M. Eskofier
Unsupervised harmonic frequency-based gait sequence detection for Parkinson's disease. 1-4 - Hani Aldirawi, Jie Yang
Identifying Appropriate Probabilistic Models for Sparse Discrete Omics Data. 1-4 - Sediqeh Samadi, Mudassir M. Rashid
Modeling Blood Volume Pulse Signal Using Exercise Intensity. 1-4 - Aditya Gujral, Kexin Feng, Gulshan Mandhyan, Nfn Snehil, Theodora Chaspari:
Leveraging transfer learning techniques for classifying infant vocalizations. 1-4 - Phi Xuan Nguyen, Zhongkang Lu, Weimin Huang, Su Huang, Akie Katsuki, Zhiping Lin:
Medical Image Segmentation with Stochastic Aggregated Loss in a Unified U-Net. 1-4 - Ridwan Alam
Non-Invasive Inference of Minute Ventilation Using Wearable ECG and Gaussian Process Regression. 1-4 - Jennifer Zeilfelder, Matthias Diehl, Christian Pylatiuk
Concept for a Permanent, Non-Invasive Blood Pressure Measurement in the Ear. 1-4 - Jidapa Thadajarassiri, Cansu Sen, Thomas Hartvigsen, Xiangnan Kong, Elke A. Rundensteiner:
Comparing General and Locally-Learned Word Embeddings for Clinical Text Mining. 1-4 - Hong-Jun Yoon, John Gounley
Model-based Hyperparameter Optimization of Convolutional Neural Networks for Information Extraction from Cancer Pathology Reports on HPC. 1-4 - Hao-Ren Yao, Der-Chen Chang, Ophir Frieder, Wendy Huang, Tian-Shyug Lee:
Graph Kernel Prediction of Drug Prescription. 1-4 - Soyoung Lee, Karam Choi, Sung-Hyun Nam:
Efficient Skin Spectrum Coding Method. 1-4
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