Chris Mellish, PhD - Related publications

University of Aberdeen, Aberdeen, Scotland, United Kingdom 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Zheng K, Wu F, Chen X. Laser-Based People Detection and Obstacle Avoidance for a Hospital Transport Robot. Sensors (Basel, Switzerland). 21. PMID 33535488 DOI: 10.3390/s21030961   
2021 Balagurunathan Y, Mitchell R, El Naqa I. Requirements and reliability of AI in the medical context. Physica Medica : Pm : An International Journal Devoted to the Applications of Physics to Medicine and Biology : Official Journal of the Italian Association of Biomedical Physics (Aifb). 83: 72-78. PMID 33721700 DOI: 10.1016/j.ejmp.2021.02.024   
2021 Mangravite L, Mooney SD, Friedberg I, Guinney J. Establishing the reliability of algorithms. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 26: 341-345. PMID 33691031   
2021 Cheung M, Campbell JJ, Whitby L, Thomas RJ, Braybrook J, Petzing J. Current trends in flow cytometry automated data analysis software. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. PMID 33606354 DOI: 10.1002/cyto.a.24320   
2021 Pan Q, Huang C, Chen D. A method based on multi-standard active learning to recognize entities in electronic medical record. Mathematical Biosciences and Engineering : Mbe. 18: 1000-1021. PMID 33757172 DOI: 10.3934/mbe.2021054   
2021 Xu H, Pang J, Zhang W, Li X, Li M, Zhao D. Predicting Recurrence for Patients with Ischemic Cerebrovascular Events Based on Process Discovery and Transfer Learning. Ieee Journal of Biomedical and Health Informatics. PMID 33705325 DOI: 10.1109/JBHI.2021.3065427   
2021 Wang J, Abu-El-Rub N, Gray J, Pham HA, Zhou Y, Manion FJ, Liu M, Song X, Xu H, Rouhizadeh M, Zhang Y. COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. Journal of the American Medical Informatics Association : Jamia. PMID 33674830 DOI: 10.1093/jamia/ocab015   
2021 Sharma H, Drukker L, Chatelain P, Droste R, Papageorghiou AT, Noble JA. Knowledge representation and learning of operator clinical workflow from full-length routine fetal ultrasound scan videos. Medical Image Analysis. 69: 101973. PMID 33550004 DOI: 10.1016/   
2021 Loeb GE. A New Approach to Medical Diagnostic Decision Support. Journal of Biomedical Informatics. 103723. PMID 33711542 DOI: 10.1016/j.jbi.2021.103723   
2021 Gowgi P, Machireddy A, Garani SS. Spatiotemporal Memories for Missing Samples Reconstruction. Ieee Transactions On Neural Networks and Learning Systems. PMID 33729955 DOI: 10.1109/TNNLS.2021.3062463   
2021 Mohammed WM, Martinez Lastra JL. FASTory digital twin data. Data in Brief. 35: 106912. PMID 33732826 DOI: 10.1016/j.dib.2021.106912   
2021 Mohammed WM, Martinez Lastra JL. FASTory digital twin data. Data in Brief. 35: 106912. PMID 33732826 DOI: 10.1016/j.dib.2021.106912   
2021 Xu J, Li F, Leier A, Xiang D, Shen HH, Marquez Lago TT, Li J, Yu DJ, Song J. Comprehensive assessment of machine learning-based methods for predicting antimicrobial peptides. Briefings in Bioinformatics. PMID 33774670 DOI: 10.1093/bib/bbab083   
2021 Alizadehsani R, Roshanzamir M, Hussain S, Khosravi A, Koohestani A, Zangooei MH, Abdar M, Beykikhoshk A, Shoeibi A, Zare A, Panahiazar M, Nahavandi S, Srinivasan D, Atiya AF, Acharya UR. Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020). Annals of Operations Research. 1-42. PMID 33776178 DOI: 10.1007/s10479-021-04006-2   
2021 Yang D, Xu Z, Li W, Myronenko A, Roth HR, Harmon S, Xu S, Turkbey B, Turkbey E, Wang X, Zhu W, Carrafiello G, Patella F, Cariati M, Obinata H, et al. Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan. Medical Image Analysis. 70: 101992. PMID 33601166 DOI: 10.1016/   
2021 Shestopaloff K, Dong M, Gao F, Xu W. Dcmd: Distance-based classification using mixture distributions on microbiome data. Plos Computational Biology. 17: e1008799. PMID 33711013 DOI: 10.1371/journal.pcbi.1008799   
2021 Rashid M, Bari BS, Hasan MJ, Razman MAM, Musa RM, Ab Nasir AF, P P Abdul Majeed A. The classification of motor imagery response: an accuracy enhancement through the ensemble of random subspace k-NN. Peerj. Computer Science. 7: e374. PMID 33817022 DOI: 10.7717/peerj-cs.374   
2021 Shafiei SB, Durrani M, Jing Z, Mostowy M, Doherty P, Hussein AA, Elsayed AS, Iqbal U, Guru K. Surgical Hand Gesture Recognition Utilizing Electroencephalogram as Input to the Machine Learning and Network Neuroscience Algorithms. Sensors (Basel, Switzerland). 21. PMID 33802372 DOI: 10.3390/s21051733   
2021 Xu T, An D, Jia Y, Yue Y. A Review: Point Cloud-Based 3D Human Joints Estimation. Sensors (Basel, Switzerland). 21. PMID 33804411 DOI: 10.3390/s21051684   
2021 Maros ME, Cho CG, Junge AG, Kämpgen B, Saase V, Siegel F, Trinkmann F, Ganslandt T, Groden C, Wenz H. Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings. Scientific Reports. 11: 5529. PMID 33750857 DOI: 10.1038/s41598-021-85016-9   
2021 Masud M, Bairagi AK, Nahid AA, Sikder N, Rubaiee S, Ahmed A, Anand D. A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm. Journal of Healthcare Engineering. 2021: 8862089. PMID 33728035 DOI: 10.1155/2021/8862089   
2021 Bouabdallaoui Y, Lafhaj Z, Yim P, Ducoulombier L, Bennadji B. Predictive Maintenance in Building Facilities: A Machine Learning-Based Approach. Sensors (Basel, Switzerland). 21. PMID 33546418 DOI: 10.3390/s21041044   
2021 Poghosyan A, Harutyunyan A, Grigoryan N, Pang C, Oganesyan G, Ghazaryan S, Hovhannisyan N. An Enterprise Time Series Forecasting System for Cloud Applications Using Transfer Learning. Sensors (Basel, Switzerland). 21. PMID 33668753 DOI: 10.3390/s21051590   
2021 Marcos-Zambrano LJ, Karaduzovic-Hadziabdic K, Loncar Turukalo T, Przymus P, Trajkovik V, Aasmets O, Berland M, Gruca A, Hasic J, Hron K, Klammsteiner T, Kolev M, Lahti L, Lopes MB, Moreno V, et al. Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment. Frontiers in Microbiology. 12: 634511. PMID 33737920 DOI: 10.3389/fmicb.2021.634511   
2021 Zhao Q, Yan B, Shi Y, Middendorf M. Evolutionary Dynamic Multiobjective Optimization via Learning From Historical Search Process. Ieee Transactions On Cybernetics. PMID 33729970 DOI: 10.1109/TCYB.2021.3059252   
2021 Romero Rondon MF, Sassatelli L, Aparicio-Pardo R, Precioso F. TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33819149 DOI: 10.1109/TPAMI.2021.3070520   
2021 Patel D, Kher V, Desai B, Lei X, Cen S, Nanda N, Gholamrezanezhad A, Duddalwar V, Varghese B, Oberai AA. Machine learning based predictors for COVID-19 disease severity. Scientific Reports. 11: 4673. PMID 33633145 DOI: 10.1038/s41598-021-83967-7   
2021 Fortes S, Baena C, Villegas J, Baena E, Asghar MZ, Barco R. Location-Awareness for Failure Management in Cellular Networks: An Integrated Approach. Sensors (Basel, Switzerland). 21. PMID 33671504 DOI: 10.3390/s21041501   
2021 Pei Y, Luo Z, Yan Y, Yan H, Jiang J, Li W, Xie L, Yin E. Data Augmentation: Using Channel-Level Recombination to Improve Classification Performance for Motor Imagery EEG. Frontiers in Human Neuroscience. 15: 645952. PMID 33776673 DOI: 10.3389/fnhum.2021.645952   
2021 Liu Z, Khojandi A, Mohammed A, Li X, Chinthala LK, Davis RL, Kamaleswaran R. HeMA: A hierarchically enriched machine learning approach for managing false alarms in real time: A sepsis prediction case study. Computers in Biology and Medicine. 131: 104255. PMID 33639353 DOI: 10.1016/j.compbiomed.2021.104255   
2021 An G, Akiba M, Omodaka K, Nakazawa T, Yokota H. Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images. Scientific Reports. 11: 4250. PMID 33649375 DOI: 10.1038/s41598-021-83503-7   
2021 Langkamp DL, Barnes AJ, Zuckerman KE. Secondary Analysis of Existing Data Sets for Developmental Behavioral Pediatrics. Journal of Developmental and Behavioral Pediatrics : Jdbp. PMID 33560045 DOI: 10.1097/DBP.0000000000000915   
2021 Cagirici HB, Galvez S, Sen TZ, Budak H. LncMachine: a machine learning algorithm for long noncoding RNA annotation in plants. Functional & Integrative Genomics. 21: 195-204. PMID 33635499 DOI: 10.1007/s10142-021-00769-w   
2021 Wilson CG, Qian F, Jerolmack DJ, Roberts S, Ham J, Koditschek D, Shipley TF. Spatially and temporally distributed data foraging decisions in disciplinary field science. Cognitive Research: Principles and Implications. 6: 29. PMID 33825984 DOI: 10.1186/s41235-021-00296-z   
2021 Linda H, Alessia P, Giancarlo P, Michele T, Milena S, Carlo B, Enrico Gianluca C, Paolo B. Automated classification of cancer morphology from Italian pathology reports using Natural Language Processing techniques: a rule-based approach. Journal of Biomedical Informatics. 103712. PMID 33609761 DOI: 10.1016/j.jbi.2021.103712   
2021 Chau VH. Powerlifting score prediction using a machine learning method. Mathematical Biosciences and Engineering : Mbe. 18: 1040-1050. PMID 33757174 DOI: 10.3934/mbe.2021056   
2021 Wang W, Zhang X, Dai DQ. DeFusion: a denoised network regularization framework for multi-omics integration. Briefings in Bioinformatics. PMID 33822879 DOI: 10.1093/bib/bbab057   
2021 Afebu KO, Liu Y, Papatheou E, Guo B. LSTM-based approach for predicting periodic motions of an impacting system via transient dynamics. Neural Networks : the Official Journal of the International Neural Network Society. 140: 49-64. PMID 33744713 DOI: 10.1016/j.neunet.2021.02.027   
2021 Roshan D, Ferguson J, Pedlar CR, Simpkin A, Wyns W, Sullivan F, Newell J. A comparison of methods to generate adaptive reference ranges in longitudinal monitoring. Plos One. 16: e0247338. PMID 33606821 DOI: 10.1371/journal.pone.0247338   
2021 Patterson EA, Whelan MP, Worth AP. The role of validation in establishing the scientific credibility of predictive toxicology approaches intended for regulatory application. Computational Toxicology (Amsterdam, Netherlands). 17: 100144. PMID 33681540 DOI: 10.1016/j.comtox.2020.100144   
2021 Caufield JH, Sigdel D, Fu J, Choi H, Guevara-Gonzalez V, Wang D, Ping P. Cardiovascular Informatics: building a bridge to data harmony. Cardiovascular Research. PMID 33751044 DOI: 10.1093/cvr/cvab067   
2021 Bauer BW, Law KC, Rogers ML, Capron DW, Bryan CJ. Editorial overview: Analytic and methodological innovations for suicide-focused research. Suicide & Life-Threatening Behavior. 51: 5-7. PMID 33624875 DOI: 10.1111/sltb.12664   
2021 Sverdlov O, Ryeznik Y, Wong WK. Opportunity for efficiency in clinical development: An overview of adaptive clinical trial designs and innovative machine learning tools, with examples from the cardiovascular field. Contemporary Clinical Trials. 106397. PMID 33845209 DOI: 10.1016/j.cct.2021.106397   
2021 Filus K, Boryszko P, Domańska J, Siavvas M, Gelenbe E. Efficient Feature Selection for Static Analysis Vulnerability Prediction. Sensors (Basel, Switzerland). 21. PMID 33561957 DOI: 10.3390/s21041133   
2021 Owais M, Lee YW, Mahmood T, Haider A, Sultan H, Park KR. Multilevel Deep-Aggregated Boosted Network to Recognize COVID-19 Infection from Large-Scale Heterogeneous Radiographic Data. Ieee Journal of Biomedical and Health Informatics. PMID 33835928 DOI: 10.1109/JBHI.2021.3072076   
2021 Chen J, Huang X, Jiang H, Miao X. Low-Cost and Device-Free Human Activity Recognition Based on Hierarchical Learning Model. Sensors (Basel, Switzerland). 21. PMID 33800704 DOI: 10.3390/s21072359   
2021 Argent R, Bevilacqua A, Keogh A, Daly A, Caulfield B. The Importance of Real-World Validation of Machine Learning Systems in Wearable Exercise Biofeedback Platforms: A Case Study. Sensors (Basel, Switzerland). 21. PMID 33801763 DOI: 10.3390/s21072346   
2021 Kleine Bardenhorst S, Berger T, Klawonn F, Vital M, Karch A, Rübsamen N. Data Analysis Strategies for Microbiome Studies in Human Populations-a Systematic Review of Current Practice. Msystems. 6. PMID 33622856 DOI: 10.1128/mSystems.01154-20   
2021 Xu X, Feng J, Zhan L, Li Z, Qian F, Yan Y. Fault Diagnosis of Permanent Magnet Synchronous Motor Based on Stacked Denoising Autoencoder. Entropy (Basel, Switzerland). 23. PMID 33809338 DOI: 10.3390/e23030339   
2021 Alhomayani F, Mahoor MH. OutFin, a multi-device and multi-modal dataset for outdoor localization based on the fingerprinting approach. Scientific Data. 8: 66. PMID 33627669 DOI: 10.1038/s41597-021-00832-y