Colleen M. Ennett, Ph.D. - Related publications

Affiliations: 
2003 Carleton University, Ottawa, Canada 
Area:
Computer Science
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Li L, Paris RA, Pinson C, Wang Y, Coco J, Heard J, Adams JA, Fabbri DV, Bodenheimer B. Emergency Clinical Procedure Detection With Deep Learning. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 158-163. PMID 33017954 DOI: 10.1109/EMBC44109.2020.9175575   
2020 Salman S, Payrovnaziri SN, Liu X, Rengifo-Moreno P, He Z. DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. Proceedings of ... International Joint Conference On Neural Networks. International Joint Conference On Neural Networks. 2020. PMID 33101768 DOI: 10.1109/ijcnn48605.2020.9206678   
2020 Jafari M, Wang Y, Amiryousefi A, Tang J. Unsupervised Learning and Multipartite Network Models: A Promising Approach for Understanding Traditional Medicine. Frontiers in Pharmacology. 11: 1319. PMID 32982738 DOI: 10.3389/fphar.2020.01319   
2020 Beil M, Sviri S, Flaatten H, De Lange DW, Jung C, Szczeklik W, Leaver S, Rhodes A, Guidet B, van Heerden PV. On predictions in critical care: The individual prognostication fallacy in elderly patients. Journal of Critical Care. 61: 34-38. PMID 33075607 DOI: 10.1016/j.jcrc.2020.10.006   
2020 Hu J, Song Y, Wang Q, Bai S, Yi Z. Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy. Medical Image Analysis. 67: 101886. PMID 33166773 DOI: 10.1016/j.media.2020.101886   
2020 Cheon A, Jung SY, Prather C, Sarmiento M, Wong K, Woodbridge DM. A Machine Learning Approach to Detecting Low Medication State with Wearable Technologies. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4252-4255. PMID 33018935 DOI: 10.1109/EMBC44109.2020.9176310   
2020 Lei H, O'Connell R, Ehwerhemuepha L, Taraman S, Feaster W, Chang A. Agile Clinical Research: A Data Science Approach to Scrumban in Clinical Medicine. Intelligence-Based Medicine. 100009. PMID 33106798 DOI: 10.1016/j.ibmed.2020.100009   
2020 Zhu X, Song B, Shi F, Chen Y, Hu R, Gan J, Zhang W, Li M, Wang L, Gao Y, Shan F, Shen D. Joint prediction and time estimation of COVID-19 developing severe symptoms using chest CT scan. Medical Image Analysis. 67: 101824. PMID 33091741 DOI: 10.1016/j.media.2020.101824   
2020 Baxter SL, Klie AR, Saseendrakumar BR, Ye GY, Hogarth M, Nemati S. Predicting Mortality in Critical Care Patients with Fungemia Using Structured and Unstructured Data. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 5459-5463. PMID 33019215 DOI: 10.1109/EMBC44109.2020.9175287   
2020 Changalvala R, Fedoruk B, Malik H. Radar Data Integrity Verification Using 2D QIM-Based Data Hiding. Sensors (Basel, Switzerland). 20. PMID 32992543 DOI: 10.3390/s20195530   
2020 Pérez E, Reyes O, Ventura S. Convolutional neural networks for the automatic diagnosis of melanoma: An extensive experimental study. Medical Image Analysis. 67: 101858. PMID 33129155 DOI: 10.1016/j.media.2020.101858   
2020 Prince EW, Whelan R, Mirsky DM, Stence N, Staulcup S, Klimo P, Anderson RCE, Niazi TN, Grant G, Souweidane M, Johnston JM, Jackson EM, Limbrick DD, Smith A, Drapeau A, et al. Robust deep learning classification of adamantinomatous craniopharyngioma from limited preoperative radiographic images. Scientific Reports. 10: 16885. PMID 33037266 DOI: 10.1038/s41598-020-73278-8   
2020 Sharrock MF, Mould WA, Ali H, Hildreth M, Awad IA, Hanley DF, Muschelli J. 3D Deep Neural Network Segmentation of Intracerebral Hemorrhage: Development and Validation for Clinical Trials. Neuroinformatics. PMID 32980970 DOI: 10.1007/s12021-020-09493-5   
2020 He Z, Chen P, Li X, Wang Y, Yu G, Chen C, Li X, Zheng Z. A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33064657 DOI: 10.1109/TNNLS.2020.3027736   
2020 Liang Y, Yin S, Tang Q, Zheng Z, Elgendi M, Chen Z. Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals. Frontiers in Physiology. 11: 569050. PMID 33117191 DOI: 10.3389/fphys.2020.569050   
2020 Rajula HSR, Verlato G, Manchia M, Antonucci N, Fanos V. Comparison of Conventional Statistical Methods with Machine Learning in Medicine: Diagnosis, Drug Development, and Treatment. Medicina (Kaunas, Lithuania). 56. PMID 32911665 DOI: 10.3390/medicina56090455   
2020 Yu B, Wang Z, Liu S, Liu X, Gou R. The data dimensionality reduction and bad data detection in the process of smart grid reconstruction through machine learning. Plos One. 15: e0237994. PMID 33027298 DOI: 10.1371/journal.pone.0237994   
2020 Marini G, Tag B, Goncalves J, Velloso E, Jurdak R, Capurro D, McCarthy C, Shearer W, Kostakos V. Measuring Mobility and Room Occupancy in Clinical Settings: System Development and Implementation. Jmir Mhealth and Uhealth. 8: e19874. PMID 33107838 DOI: 10.2196/19874   
2020 Zhang P, Wu J, Zhai H, Li S. ABCModeller: an automatic data mining tool based on a consistent voting method with a user-friendly graphical interface. Briefings in Bioinformatics. PMID 33057581 DOI: 10.1093/bib/bbaa247   
2020 Tran C, Shin WY, Spitz A, Gertz M. DeepNC: Deep Generative Network Completion. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33074806 DOI: 10.1109/TPAMI.2020.3032286   
2020 Esmaeili S, Tabbakh SRK, Shakeri H. A priority-aware lightweight secure sensing model for body area networks with clinical healthcare applications in Internet of Things. Pervasive and Mobile Computing. 101265. PMID 33013256 DOI: 10.1016/j.pmcj.2020.101265   
2020 Gu J, Fang Z, Gao Y, Tian F. Segmentation of coronary arteries images using global feature embedded network with active contour loss. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 86: 101799. PMID 33130419 DOI: 10.1016/j.compmedimag.2020.101799   
2020 Chang C, Deng Y, Jiang X, Long Q. Multiple imputation for analysis of incomplete data in distributed health data networks. Nature Communications. 11: 5467. PMID 33122624 DOI: 10.1038/s41467-020-19270-2   
2020 Pinho STR, Pereira SM, Miranda JGV, Duarte TA, Nery JS, de Oliveira MG, Freitas MYGS, De Almeida NA, Moreira FB, Gomes RBC, Kerr L, Kendall C, Gomes MGM, Bessa TCB, Andrade RFS, et al. Investigating extradomiciliary transmission of tuberculosis: An exploratory approach using social network patterns of TB cases and controls and the genotyping of Mycobacterium tuberculosis. Tuberculosis (Edinburgh, Scotland). 125: 102010. PMID 33166778 DOI: 10.1016/j.tube.2020.102010   
2020 Knittel J, Lalama A, Koch S, Ertl T. Visual Neural Decomposition to Explain Multivariate Data Sets. Ieee Transactions On Visualization and Computer Graphics. PMID 33048724 DOI: 10.1109/TVCG.2020.3030420   
2020 Fortes S, Muñoz P, Serrano I, Barco R. Transform-Based Multiresolution Decomposition for Degradation Detection in Cellular Networks. Sensors (Basel, Switzerland). 20. PMID 33023174 DOI: 10.3390/s20195645   
2020 Auger SD, Jacobs BM, Dobson R, Marshall CR, Noyce AJ. Big data, machine learning and artificial intelligence: a neurologist's guide. Practical Neurology. PMID 32994368 DOI: 10.1136/practneurol-2020-002688   
2020 Zhang H, Silva FHS, Ohata EF, Medeiros AG, Rebouças Filho PP. Bi-Dimensional Approach Based on Transfer Learning for Alcoholism Pre-disposition Classification via EEG Signals. Frontiers in Human Neuroscience. 14: 365. PMID 33061900 DOI: 10.3389/fnhum.2020.00365   
2020 Alemi F. Constructing Causal Networks Through Regressions: A Tutorial. Quality Management in Health Care. 29: 270-278. PMID 32991546 DOI: 10.1097/QMH.0000000000000272   
2020 Gupta R, Krishnam SP, Schaefer PW, Lev MH, Gilberto Gonzalez R. An East Coast Perspective on Artificial Intelligence and Machine Learning: Part 1: Hemorrhagic Stroke Imaging and Triage. Neuroimaging Clinics of North America. 30: 459-466. PMID 33038996 DOI: 10.1016/j.nic.2020.07.005   
2020 Maitre J, Bouchard K, Gaboury S. Fall Detection with UWB Radars and CNN-LSTM Architecture. Ieee Journal of Biomedical and Health Informatics. PMID 33017299 DOI: 10.1109/JBHI.2020.3027967   
2020 Benedetti E, Pučić-Baković M, Keser T, Gerstner N, Büyüközkan M, Štambuk T, Selman MHJ, Rudan I, Polašek O, Hayward C, Al-Amin H, Suhre K, Kastenmüller G, Lauc G, Krumsiek J. A strategy to incorporate prior knowledge into correlation network cutoff selection. Nature Communications. 11: 5153. PMID 33056991 DOI: 10.1038/s41467-020-18675-3   
2020 Chen M, Wang G, Ding Z, Li J, Yang H. Unsupervised Domain Adaptation for ECG Arrhythmia Classification. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 304-307. PMID 33017989 DOI: 10.1109/EMBC44109.2020.9175928   
2020 Gilbert A, Holden M, Eikvil L, Rakhmail M, Babic A, Aase SA, Samset E, McLeod K. User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. Ieee Journal of Biomedical and Health Informatics. PMID 33027010 DOI: 10.1109/JBHI.2020.3029392   
2020 Song J, Tian S, Yu L, Yang Q, Xing Y, Zhang C, Dai Q, Duan X. MD-MLI: Prediction of miRNA-lncRNA Interaction by Using Multiple Features and Hierarchical Deep Learning. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 33125334 DOI: 10.1109/TCBB.2020.3034922   
2020 Taebi A, Vu CT, Roncali E. Estimation of Yttrium-90 Distribution in Liver Radioembolization using Computational Fluid Dynamics and Deep Neural Networks. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 4974-4977. PMID 33019103 DOI: 10.1109/EMBC44109.2020.9176328   
2020 Campos-Taberner M, García-Haro FJ, Martínez B, Izquierdo-Verdiguier E, Atzberger C, Camps-Valls G, Gilabert MA. Understanding deep learning in land use classification based on Sentinel-2 time series. Scientific Reports. 10: 17188. PMID 33057052 DOI: 10.1038/s41598-020-74215-5   
2020 Ahn JC, Connell A, Simonetto DA, Hughes C, Shah VH. The application of artificial intelligence for the diagnosis and treatment of liver diseases. Hepatology (Baltimore, Md.). PMID 33098140 DOI: 10.1002/hep.31603   
2020 Petrović N, Moyà-Alcover G, Jaume-I-Capó A, González-Hidalgo M. Sickle-cell disease diagnosis support selecting the most appropriate machine learning method: Towards a general and interpretable approach for cell morphology analysis from microscopy images. Computers in Biology and Medicine. 126: 104027. PMID 33075715 DOI: 10.1016/j.compbiomed.2020.104027   
2020 Campbell E, Cameron JAD, Scheme E. Feasibility of Data-driven EMG Signal Generation using a Deep Generative Model. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 3755-3758. PMID 33018818 DOI: 10.1109/EMBC44109.2020.9176072   
2020 Lan T, Hu Q, Liu X, He K, Yang C. Arrhythmias Classification Using Short-Time Fourier Transform and GAN Based Data Augmentation. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 308-311. PMID 33017990 DOI: 10.1109/EMBC44109.2020.9176733   
2020 Cho H, Lewis AL, Storey KM. Bayesian Information-Theoretic Calibration of Radiotherapy Sensitivity Parameters for Informing Effective Scanning Protocols in Cancer. Journal of Clinical Medicine. 9. PMID 33027933 DOI: 10.3390/jcm9103208   
2020 Wang X, Li T, Cheng Y, Chen CLP. Inference-Based Posteriori Parameter Distribution Optimization. Ieee Transactions On Cybernetics. PMID 33027029 DOI: 10.1109/TCYB.2020.3023127   
2020 Yao XY, Park JH, Ding HF, Ge MF. Event-Triggered Consensus Control for Networked Underactuated Robotic Systems. Ieee Transactions On Cybernetics. PMID 33095726 DOI: 10.1109/TCYB.2020.3025604   
2020 Mallick PK, Mohapatra SK, Chae GS, Mohanty MN. Convergent learning-based model for leukemia classification from gene expression. Personal and Ubiquitous Computing. 1-8. PMID 33100943 DOI: 10.1007/s00779-020-01467-3   
2020 Moghadam MC, Masoumi E, Bagherzadeh N, Ramsingh D, Kain ZN. Supervised Machine-Learning Algorithms in Real-time Prediction of Hypotensive Events. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 5468-5471. PMID 33019217 DOI: 10.1109/EMBC44109.2020.9175451   
2020 Lu L, Fei JY, Yu L, Yuan Y. A rolling bearing fault detection method based on compressed sensing and a neural network. Mathematical Biosciences and Engineering : Mbe. 17: 5864-5882. PMID 33120580 DOI: 10.3934/mbe.2020313   
2020 Hou N, Dong H, Wang Z, Liu H. A Partial-Node-Based Approach to State Estimation for Complex Networks With Sensor Saturations Under Random Access Protocol. Ieee Transactions On Neural Networks and Learning Systems. PMID 33048757 DOI: 10.1109/TNNLS.2020.3027252   
2020 Johnston B, de Chazal P. Automatic Nasal PAP Mask Sizing with a Deep Unet. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 6115-6118. PMID 33019366 DOI: 10.1109/EMBC44109.2020.9176291   
2020 Wong PK, Wong ML, Leung KS. Probabilistic Contextual and Structural Dependencies Learning in Grammar-Based Genetic Programming. Evolutionary Computation. 1-28. PMID 33047611 DOI: 10.1162/evco_a_00280