Shan Xia, Ph.D. - Related publications

2009 Computer Engineering University of New Mexico, Albuquerque, NM, United States 
Computer Science, General Engineering
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Muralidhar N, Bu J, Cao Z, He L, Ramakrishnan N, Tafti D, Karpatne A. Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems. Big Data. 8: 431-449. PMID 33090021 DOI: 10.1089/big.2020.0071   
2020 Kumar A, Aikens RC, Hom J, Shieh L, Chiang J, Morales D, Saini D, Musen M, Baiocchi M, Altman R, Goldstein MK, Asch S, Chen JH. OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases. Journal of the American Medical Informatics Association : Jamia. PMID 33106874 DOI: 10.1093/jamia/ocaa190   
2020 Rudolph JE, Fox MP, Naimi AI. Simulation as a Tool for Teaching and Learning Epidemiologic Methods. American Journal of Epidemiology. PMID 33083814 DOI: 10.1093/aje/kwaa232   
2020 Vergmann AS, Petersen SB, Vestergaard AH, Grauslund J. [Simulation-based training in ophthalmologic surgery]. Ugeskrift For Laeger. 182. PMID 32400379   
2020 Rezaei M, Shahidi M. Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review. Intelligence-Based Medicine. 100005. PMID 33043311 DOI: 10.1016/j.ibmed.2020.100005   
2020 Lindsey RK, Fried LE, Goldman N, Bastea S. Active learning for robust, high-complexity reactive atomistic simulations. The Journal of Chemical Physics. 153: 134117. PMID 33032434 DOI: 10.1063/5.0021965   
2020 Yin AL, Gheissari P, Lin IW, Sobolev M, Pollak JP, Cole C, Estrin D. Role of Technology in Self-Assessment and Feedback Among Hospitalist Physicians: Semistructured Interviews and Thematic Analysis. Journal of Medical Internet Research. 22: e23299. PMID 33141098 DOI: 10.2196/23299   
2020 Ross S. Twelve tips for effective simulation debriefing: A research-based approach. Medical Teacher. 1-4. PMID 33053315 DOI: 10.1080/0142159X.2020.1831689   
2020 Lo Vercio L, Amador K, Bannister JJ, Crites S, Gutierrez A, MacDonald ME, Moore J, Mouches P, Rajasheka D, Schimert S, Subbanna N, Tuladhar A, Wang N, Wilms M, Winder A, et al. Supervised machine learning tools: a tutorial for clinicians. Journal of Neural Engineering. PMID 33036008 DOI: 10.1088/1741-2552/abbff2   
2020 Balkhoyor AM, Mir R, Mirghani I, Pike TW, Sheppard WEA, Biyani CS, Lodge JPA, Mon-Williams MA, Mushtaq F, Manogue M. Exploring the Presence of Core Skills for Surgical Practice Through Simulation. Journal of Surgical Education. PMID 33020038 DOI: 10.1016/j.jsurg.2020.08.036   
2020 Veneziano D, Cacciamani G, Rivas JG, Marino N, Somani BK. VR and machine learning: novel pathways in surgical hands-on training. Current Opinion in Urology. 30: 817-822. PMID 33009150 DOI: 10.1097/MOU.0000000000000824   
2020 Leiva-Fernández F, Prados-Torres JD, Prados-Torres A, Del-Cura-González I, Castillo-Jimena M, López-Rodríguez JA, Rogero-Blanco ME, López-Verde F, Bujalance-Zafra MJ, Pico-Soler MV, Gimeno-Feliu LA, Poblador-Plou B, Martinez-Cañavate MT, Muth C, . Training primary care professionals in multimorbidity management: educational assessment of the eMULTIPAP course. Mechanisms of Ageing and Development. 111354. PMID 32946885 DOI: 10.1016/j.mad.2020.111354   
2020 McDonald AD, Ade N, Peres SC. Predicting Procedure Step Performance From Operator and Text Features: A Critical First Step Toward Machine Learning-Driven Procedure Design. Human Factors. 18720820958588. PMID 32988239 DOI: 10.1177/0018720820958588   
2020 McDonald AD, Ade N, Peres SC. Predicting Procedure Step Performance From Operator and Text Features: A Critical First Step Toward Machine Learning-Driven Procedure Design. Human Factors. 18720820958588. PMID 32988239 DOI: 10.1177/0018720820958588   
2020 Chow DS, Khatri D, Chang PD, Zlochower A, Boockvar JA, Filippi CG. Updates on Deep Learning and Glioma: Use of Convolutional Neural Networks to Image Glioma Heterogeneity. Neuroimaging Clinics of North America. 30: 493-503. PMID 33038999 DOI: 10.1016/j.nic.2020.07.002   
2020 O'Dea M, Murphy D, Dubrowski A, Rogers P. Optimizing Perimortem Cesarean Section Outcomes Using Simulation: A Technical Report. Cureus. 12: e10588. PMID 33110724 DOI: 10.7759/cureus.10588   
2020 Wu P, Zeng D, Wang Y. Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records. Journal of the American Statistical Association. 115: 380-392. PMID 33041401 DOI: 10.1080/01621459.2018.1549050   
2020 Mancini A, Vito L, Marcelli E, Piangerelli M, De Leone R, Pucciarelli S, Merelli E. Machine learning models predicting multidrug resistant urinary tract infections using "DsaaS". Bmc Bioinformatics. 21: 347. PMID 32838752 DOI: 10.1186/s12859-020-03566-7   
2020 Di C, Liang Q, Li F, Li S, Luo F. An Efficient Parameter-Free Learning Automaton Scheme. Ieee Transactions On Neural Networks and Learning Systems. PMID 33017293 DOI: 10.1109/TNNLS.2020.3025937   
2020 Ahmad HM, Khan MJ, Yousaf A, Ghuffar S, Khurshid K. Deep Learning: A Breakthrough in Medical Imaging. Current Medical Imaging. 16: 946-956. PMID 33081657 DOI: 10.2174/1573405615666191219100824   
2020 Coggins A, Santos AL, Zaklama R, Murphy M. Interdisciplinary clinical debriefing in the emergency department: an observational study of learning topics and outcomes. Bmc Emergency Medicine. 20: 79. PMID 33028206 DOI: 10.1186/s12873-020-00370-7   
2020 Irfan A, Adivishnu AL, Sze-To A, Dehkharghanian T, Rahnamayan S, Tizhoosh HR. Classifying Pneumonia among Chest X-Rays Using Transfer Learning. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 2186-2189. PMID 33018440 DOI: 10.1109/EMBC44109.2020.9175594   
2020 Benda NC, Kellogg KM, Hoffman DJ, Fairbanks RJ, Auguste T. Lessons Learned From an Evaluation of Serious Gaming as an Alternative to Mannequin-Based Simulation Technology: Randomized Controlled Trial. Jmir Serious Games. 8: e21123. PMID 32985993 DOI: 10.2196/21123   
2020 Amin-Tai H, Elnaim ALK, Wong MPK, Sagap I. Acquiring Advanced Laparoscopic Colectomy Skills - The Issues. The Malaysian Journal of Medical Sciences : Mjms. 27: 24-35. PMID 33154699 DOI: 10.21315/mjms2020.27.5.3   
2020 Famure O, Batoy B, Minkovich M, Liyanage I, Kim SJ. Evaluation of a professional development course on research methods for healthcare professionals. Healthcare Management Forum. 840470420960173. PMID 33030076 DOI: 10.1177/0840470420960173   
2020 Seddiki K, Saudemont P, Precioso F, Ogrinc N, Wisztorski M, Salzet M, Fournier I, Droit A. Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification. Nature Communications. 11: 5595. PMID 33154370 DOI: 10.1038/s41467-020-19354-z   
2020 Jafarkhani F, Jamebozorg Z. Comparing Cooperative Flipped Learning with Individual Flipped Learning in a Biochemistry Course. Journal of Medicine and Life. 13: 399-403. PMID 33072215 DOI: 10.25122/jml-2019-0149   
2020 Ma Y, Fan A, He J, Nelakurthi AR, Maciejewski R. A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. Ieee Transactions On Visualization and Computer Graphics. PMID 33035164 DOI: 10.1109/TVCG.2020.3028888   
2020 Muthalaly RG, Evans RM. Applications of Machine Learning in Cardiac Electrophysiology. Arrhythmia & Electrophysiology Review. 9: 71-77. PMID 32983527 DOI: 10.15420/aer.2019.19   
2020 Yong SA, Chaou CH, Yu SR, Kuan JT, Lin CC, Liu HP, Chiu TF. Video Assisted Laryngoscope Facilitates Intubation Skill Learning in the Emergency Department. Journal of Acute Medicine. 10: 60-69. PMID 32995157 DOI: 10.6705/j.jacme.202003_10(2).0002   
2020 Zhao Y, Wang T, Bove R, Cree B, Henry R, Lokhande H, Polgar-Turcsanyi M, Anderson M, Bakshi R, Weiner HL, Chitnis T, . Ensemble learning predicts multiple sclerosis disease course in the SUMMIT study. Npj Digital Medicine. 3: 135. PMID 33083570 DOI: 10.1038/s41746-020-00338-8   
2020 Noh GT, Han M, Hur H, Baik SH, Lee KY, Kim NK, Min BS. Impact of laparoscopic surgical experience on the learning curve of robotic rectal cancer surgery. Surgical Endoscopy. PMID 33030590 DOI: 10.1007/s00464-020-08059-5   
2020 Malialis K, Panayiotou CG, Polycarpou MM. Online Learning With Adaptive Rebalancing in Nonstationary Environments. Ieee Transactions On Neural Networks and Learning Systems. PMID 32960769 DOI: 10.1109/TNNLS.2020.3017863   
2020 Kao YW, Chen HH. Associated Learning: Decomposing End-to-End Backpropagation Based on Autoencoders and Target Propagation. Neural Computation. 1-20. PMID 33080166 DOI: 10.1162/neco_a_01335   
2020 Kim KR, Kim HS, Park JE, Kang SY, Lim SY, Jang IT. Development of a Machine-Learning Model of Short-Term Prognostic Prediction for Spinal Stenosis Surgery in Korean Patients. Brain Sciences. 10. PMID 33105705 DOI: 10.3390/brainsci10110764   
2020 Patel SM, Miller CR, Schiavi A, Toy S, Schwengel DA. The sim must go on: adapting resident education to the COVID-19 pandemic using telesimulation. Advances in Simulation (London, England). 5: 26. PMID 32999738 DOI: 10.1186/s41077-020-00146-w   
2020 Kuwahara T, Hara K, Mizuno N, Haba S, Okuno N, Koda H, Miyano A, Fumihara D. Current status of artificial intelligence analysis for endoscopic ultrasonography. Digestive Endoscopy : Official Journal of the Japan Gastroenterological Endoscopy Society. PMID 33098123 DOI: 10.1111/den.13880   
2020 Hossein Hosseini SA, Yaman B, Moeller S, Akcakaya M. High-Fidelity Accelerated MRI Reconstruction by Scan-Specific Fine-Tuning of Physics-Based 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: 1481-1484. PMID 33018271 DOI: 10.1109/EMBC44109.2020.9176241   
2020 Deng C, Ji X, Rainey C, Zhang J, Lu W. Integrating Machine Learning with Human Knowledge. Iscience. 23: 101656. PMID 33134890 DOI: 10.1016/j.isci.2020.101656   
2020 Zhang J, Petersen SD, Radivojevic T, Ramirez A, Pérez-Manríquez A, Abeliuk E, Sánchez BJ, Costello Z, Chen Y, Fero MJ, Martin HG, Nielsen J, Keasling JD, Jensen MK. Combining mechanistic and machine learning models for predictive engineering and optimization of tryptophan metabolism. Nature Communications. 11: 4880. PMID 32978375 DOI: 10.1038/s41467-020-17910-1   
2020 Chang M, Canseco JA, Nicholson KJ, Patel N, Vaccaro AR. The Role of Machine Learning in Spine Surgery: The Future Is Now. Frontiers in Surgery. 7: 54. PMID 32974382 DOI: 10.3389/fsurg.2020.00054   
2020 Pomyen Y, Wanichthanarak K, Poungsombat P, Fahrmann J, Grapov D, Khoomrung S. Deep metabolome: Applications of deep learning in metabolomics. Computational and Structural Biotechnology Journal. 18: 2818-2825. PMID 33133423 DOI: 10.1016/j.csbj.2020.09.033   
2020 Shen D, Yu X. Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33035170 DOI: 10.1109/TNNLS.2020.3027475   
2020 Lawaetz J, Nayahangan LJ, Strøm M, de la Motte L, Rørdam P, Grøndal N, Gottschalksen B, Konge L, Eiberg J. Learning curves and competences of vascular trainees performing open aortic repair in a simulation-based environment. Annals of Vascular Surgery. PMID 32949741 DOI: 10.1016/j.avsg.2020.09.009   
2020 Parascandola SA, Horsey ML, Hota S, Paull JO, Graham A, Pudalov N, Smith S, Amdur R, Obias V. The Robotic Colorectal Experience: An Outcomes and Learning Curve Analysis of 502 Patients. Colorectal Disease : the Official Journal of the Association of Coloproctology of Great Britain and Ireland. PMID 33048409 DOI: 10.1111/codi.15398   
2020 Yedavalli VS, Tong E, Martin D, Yeom KW, Forkert ND. Artificial intelligence in stroke imaging: Current and future perspectives. Clinical Imaging. 69: 246-254. PMID 32980785 DOI: 10.1016/j.clinimag.2020.09.005   
2020 Inés A, Domínguez C, Heras J, Mata E, Pascual V. Biomedical image classification made easier thanks to transfer and semi-supervised learning. Computer Methods and Programs in Biomedicine. 198: 105782. PMID 33065493 DOI: 10.1016/j.cmpb.2020.105782   
2020 Li JL, Chang TY, Wang YF, Ko BS, Tang JL, Lee CC. A Knowledge-Reserved Distillation with Complementary Transfer for Automated FC-based Classification Across Hematological Malignancies. Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual International Conference. 2020: 5482-5485. PMID 33019220 DOI: 10.1109/EMBC44109.2020.9176546   
2020 Liu M, Qu L, Nie L, Liu M, Duan L, Chen B. Iterative Local-Global Collaboration Learning towards One-Shot Video Person Re-Identification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33006929 DOI: 10.1109/TIP.2020.3026625   
2020 Liang J, Zhu P, Dang C, Hu Q. Semisupervised Laplace-Regularized Multimodality Metric Learning. Ieee Transactions On Cybernetics. PMID 33027018 DOI: 10.1109/TCYB.2020.3022277