个人简历及文章分享

Publications

[1] Matrix Factorization Based Dimensionality Reduction Algorithms - A Comparative Study on Spectroscopic Profiling Data [J]. Analytical Chemistry, SCI, IF 8.008. JCR Q1, 2022, doi: 10.1021/acs.analchem.2c01922, First Author

[2] Adaptive compressed sensing of Raman spectroscopic profiling data for discriminative tasks [J]. Talanta, SCI, IF 6.556. JCR Q1, 2020, doi: 10.1016/j.talanta.2019.120681, First Author

[3] A unified classifiability analysis framework based on meta-learner and its application in spectroscopic profiling data [J]. Applied Intelligence, SCI, IF 5.019. JCR Q1, 2021, doi: 10.1007/s10489-021-02810-8, First Author

[4] Spectroscopic Profiling-based Geographic Herb Identification by Neural Network with Random Weights [J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, SCI, IF 4.831. JCR Q1, 2022, doi: 10.1016/j.saa.2022.121348, First Author

[5] Fruit freshness detection based on multi-task convolutional neural network[J]. Current Research in Food Science, SCI, IF 6.3, JCR Q1, 2024, doi: 10.1016/j.crfs.2024.100733, First Author

[6] Mobilizing Clinical Decision Support to Facilitate Knowledge Translation: A Case Study in China[J]. Computers in Biology and Medicine, SCI, IF 7.7, JCR Q1, 2015, doi: 10.1016/j.compbiomed.2015.02.013, First Author

[7] Building an Information Infrastructure of Spectroscopic Profiling Data for Food-Drug Quality and Safety Management [J]. Enterprise Information Systems, SCI/SSCI, IF 4.407, JCR Q2, 2019, doi: 10.1080/17517575.2019.1684567, First Author

[8] Morphological Rule-Constrained Object Detection of Key Structures in Infant Fundus Image [J]. IEEE/ACM Transactions on Computational Biology and Bioinformatics, SCI, IF 3.702, JCR Q2, 2023, doi: 10.1109/TCBB.2023.3234100, First Author

[9] Peach variety detection using VIS-NIR spectroscopy and deep learning[J]. Computers and Electronics in Agriculture, SCI, IF 6.757, JCR Q1, 2020, DOI: 10.1016/j.compag.2020.105553. co-author

[10] pyDRMetrics - A Python toolkit for dimensionality reduction quality assessment. Heliyon, Cell Press, 2021, 7(2), SCI, IF 3.776, JCR Q2, doi:10.1016/j.heliyon.2021.e06199,First Author

[11] pyCLAMs: An integrated Python toolkit for classifiability analysis [J]. SoftwareX, 2022, SCI, IF 2.868, JCR Q2, doi: 10.1016/j.softx.2022.101007, First Author

[12] Compressed Sensing library for spectroscopic profiling data [J]. Software Impacts, 2023, ESCI, IF 2.1, doi: 10.1016/j.simpa.2023.100492, First Author

[13] TraineR: A crowd training platform for deep learning image labeling tasks. Software Impacts. 2022, ESCI, IF 2.1, doi: 10.1016/j.simpa.2022.100450, Correpondence

[14] Task-adaptive eigenvector-based projection (EBP) transform for compressed sensing: A case study of spectroscopic profiling sensor [J]. Analytical Science Advances. Chemistry Europe, 2021, doi: 10.1002/ansa.202100018, First Author

[15] Identification of liquid milk adulteration using Raman spectroscopy combined with lactose indexed screening and support vector machin [J]. International Dairy Journal. 2023, SCI, IF 3.1, JCR Q2, doi: 10.1016/j.idairyj.2023.105751. co-author

[16] Comparative Analysis Reveals Novel Changes in Plasma Metabolites and Metabolomic Networks of Infants With Retinopathy of Prematurity [J]. IOVS, SCI, IF 4.925, JCR Q1, 2022, 63(28), doi: 110.1167/iovs.63.1.28. co-author

[17] Brand Identification of Soybean Milk Powder based on Raman Spectroscopy Combined with Random Forest Algorithm [J]. J Anal Chem, 2022, SCI, DOI: 10.1134/S1061934822100173. co-author

[18] A Knowledge Representation Method Based on Two-Layer Modeling for Constructing Medical Knowledge Base[J].Chinese Journal of Biomedical Engineering. 2017,36(5):573-579，DOI: 10.3969/j.issn.0258-8021.2017.05.009, First Author

[19] A Knowledge Representation and Translation Framework Towards Standard Care[J]. Chinese Journal of Biomedical Engineering. 2014,33(2), First Author

[20] Impurity detection of juglans using deep learning and machine vision[J]. Computers and Electronics in Agriculture, 2020, IF 6.757, JCR Q1, DOI: /10.1016/j.compag.2020.105764. co-author

[21] Related Concept and Research Status of Evidence-based medicine Oriented Knowledge Translation[J]. Chinese General Practice, 2016，19（19）:2358-2364，DOI:10.2969/j.issn.1007-9572.2016.19.030, First Author

[22] Medical Knowledgebase Integration and Coordinated Application based on the Workflow Management Technology [J]. Chinese Journal of Hospital Administration，2016，32（11）:833-836，DOI: 10.3760/cma.j.issn.1000-6672.2016.11.013, First Author

[23] Introduction to Evidence-Based Clinical Decision Support System[J]. Chinese Health Quality Management, 2018 25(4), 99-104, DOI: 10.13912/j.cnki.chqm.2018.25.4.31, First Author

[24] Origin Identification of Dehydrated Milk Powder Based on Electronic Nose and One-dimensional Laplacian Convolution Kernel [J]. Modern Food Science and Technology, 2024,40(5), DOI: 10.13982/j.mfst.1673-9078.2024.5.0299, First Author

[25] Construction and Application of Food Additive Knowledge Graph Based on Text Mining[J]. The Food Industry. 2023,44(10),First Author

Research Programs

[1] Natural Science Foundation of China，Research on Multimodal Representation and Fusion Criteria for Daodi Medicinal Material Discrimination，62376249，2024-2027，PI

[2] Natural Science Foundation of China，Domain ontology modeling and application research based on multi - source heterogeneous HACCP food quality and safety data，61806177，2019 - 2021，PI

[3] National Key Research and Development Program of China, 2023YFD1000400，2023-2026，Sub-program PI

[4] Major Program of the National Natural Science Foundation of China, Big Data-driven Public Service Platform and Demonstration Research of Panoramic Food Quality and Safety Cloud Computing-based Decision Making，91746202，2018-2021. Core member

[5] Key Program of the National Natural Science Foundation of China, Research on Food Safety Control Strategy based on Quality Chain Cooperation，71433006，2015-2019，Core member

[6] National High Technology Research and Development Program of China（863）, Medical Information integration and fusion technology and system development, 2012AA02A601，2013.01 - 2015.12, member

[7] China Scholarship Council，Context - Aware Evidence - based Clinical Decision Support(CDS) Services for Health Information System，201808330609，2019 - 2020

[8] Natural Science Foundation of China，Research on Multi - source Heterogeneous Data Fusion Technology Evolution Path Prediction: Taking Food Quality and Safety Rapid Detection as an Example，71801189，2019 - 2021，member

[9] National Natural Science Foundation of China，Research on clinical pathway modeling and analysis based on Process Mining，81101126 ，2010.01 - 2012.12，member

[10] National Natural Science Foundation of China，Associative information extraction from Chinese medical text：30900329，2010.01 - 2012.12，member

[11] Natural Science Foundation of Zhejiang Province，Monocular image depth restoration based on convolutional neural networks，Q17F030003，2017 - 2019，member

张寅升

个人简历及文章分享

Publications

Research Programs