By Dr Dadong Wang

Journal articles

Wang D; Wang JG; Xu K, 2021, 'Deep learning for object detection, classification and tracking in industry applications', Sensors, 21, http://dx.doi.org/10.3390/s21217349

Amirgholipour S; Jia W; Liu L; Fan X; Wang D; He X, 2021, 'PDANet: Pyramid density-aware attention based network for accurate crowd counting', Neurocomputing, 451, pp. 215 - 230, http://dx.doi.org/10.1016/j.neucom.2021.04.037

Lopez-Marcano S; L. Jinks E; Buelow CA; Brown CJ; Wang D; Kusy B; M. Ditria E; Connolly RM, 2021, 'Automatic detection of fish and tracking of movement for ecology', Ecology and Evolution, 11, pp. 8254 - 8263, http://dx.doi.org/10.1002/ece3.7656

Zong X; Chen Z; Wang D, 2021, 'Local-CycleGAN: a general end-to-end network for visual enhancement in complex deep-water environment', Applied Intelligence, 51, pp. 1947 - 1958, http://dx.doi.org/10.1007/s10489-020-01931-w

Ke J; Shen Y; Lu Y; Deng J; Wright JD; Zhang Y; Huang Q; Wang D; Jing N; Liang X; Jiang F, 2021, 'Quantitative analysis of abnormalities in gynecologic cytopathology with deep learning', Laboratory Investigation, 101, pp. 513 - 524, http://dx.doi.org/10.1038/s41374-021-00537-1

Devnath L; Luo S; Summons P; Wang D, 2021, 'Automated detection of pneumoconiosis with multilevel deep features learned from chest X-Ray radiographs', Computers in Biology and Medicine, 129, pp. 104125, http://dx.doi.org/10.1016/j.compbiomed.2020.104125

Qiao M; Wang D; Tuck GN; Little LR; Punt AE; Gerner M, 2021, 'Deep learning methods applied to electronic monitoring data: Automated catch event detection for longline fishing', ICES Journal of Marine Science, 78, pp. 25 - 35, http://dx.doi.org/10.1093/icesjms/fsaa158

Mo L; Zhu L; Ma J; Wang D; Wang H, 2021, 'MDRSteg: Large-capacity image steganography based on multi-scale dilated ResNet and combined chi-square distance loss', Journal of Electronic Imaging, 30, pp. 013018 - 013018, http://dx.doi.org/10.1117/1.JEI.30.1.013018

Sanicola HW; Stewart CE; Mueller M; Ahmadi F; Wang D; Powell SK; Sarkar K; Cutbush K; Woodruff MA; Brafman DA, 2020, 'Guidelines for establishing a 3-D printing biofabrication laboratory', Biotechnology Advances, 45, pp. 107652, http://dx.doi.org/10.1016/j.biotechadv.2020.107652

Stewart CE; Kan CFK; Stewart BR; Sanicola HW; Jung JP; Sulaiman OAR; Wang D, 2020, 'Machine intelligence for nerve conduit design and production', Journal of Biological Engineering, 14, pp. 25, http://dx.doi.org/10.1186/s13036-020-00245-2

Dai M; Xiao G; Cheng S; Wang D; He X, 2020, 'Structural correlation filters combined with a Gaussian particle filter for hierarchical visual tracking', Neurocomputing, 398, pp. 235 - 246, http://dx.doi.org/10.1016/j.neucom.2020.02.095

Dai M; Cheng S; He X; Wang D, 2019, 'Object tracking in the presence of shaking motions', Neural Computing and Applications, 31, pp. 5917 - 5934, http://dx.doi.org/10.1007/s00521-018-3387-3

He D; Xu K; Wang D, 2019, 'Design of multi-scale receptive field convolutional neural network for surface inspection of hot rolled steels', Image and Vision Computing, 89, pp. 12 - 20, http://dx.doi.org/10.1016/j.imavis.2019.06.008

Chen J; Cao X; Wang D; Wang L; Niu B; Yu Q; Zheng J; He Y, 2019, 'Localized Video Coding', Journal of Signal Processing Systems, 91, pp. 641 - 649, http://dx.doi.org/10.1007/s11265-018-1366-7

Liu Y; Xu K; Wang D, 2018, 'Online surface defect identification of cold rolled strips based on local binary pattern and extreme learning machine', Metals, 8, http://dx.doi.org/10.3390/met8030197

Zhou P; Xu K; Wang D, 2018, 'Rail Profile Measurement Based on Line-structured Light Vision', IEEE Access, 6, pp. 16423 - 16431, http://dx.doi.org/10.1109/ACCESS.2018.2813319

Zhang S; Tang GJ; Liu XH; Luo SH; Wang DD, 2018, 'Retinex based low-light image enhancement using guided filtering and variational framework', Optoelectronics Letters, 14, pp. 156 - 160, http://dx.doi.org/10.1007/s11801-018-7208-9

Wang DD; Duan WD; Zhu ZM; Tu YL; Dou CQ; Han MM; Zhang B; Zhao W; Jiang K, 2018, 'CCND1 rs9344 polymorphism is associated with the risk of hepatocellular carcinoma in Caucasian population', Journal of Cancer Research and Therapeutics, 14, pp. S516 - S518, http://dx.doi.org/10.4103/0973-1482.203598

Zhu LQ; Ma MY; Zhang Z; Zhang PY; Wu W; Wang DD; Zhang DX; Wang X; Wang HY, 2017, 'Hybrid deep learning for automated lepidopteran insect image classification', Oriental Insects, 51, pp. 79 - 91, http://dx.doi.org/10.1080/00305316.2016.1252805

Qu Z; Wang D; Ma Y, 2017, 'Nondiffusive thermal transport and prediction of the breakdown of Fourier's law in nanograting experiments', Aip Advances, 7, http://dx.doi.org/10.1063/1.4973331

Wang D; Zhu ZM; Tu YL; Dou CQ; Xu Y; Tan XL; Han MM; Yang ZJ; Jin X; Zhang B; Cai S; Liu ZW, 2016, 'Identfication of key miRNAs in pancreatitis using bioinformatics analysis of microarray data', Molecular Medicine Reports, 14, pp. 5451 - 5460, http://dx.doi.org/10.3892/mmr.2016.5928

Zhu L; Wang X; Wang D; Wang H, 2016, 'Single image depth estimation based on convolutional neural network and sparse connected conditional random field', Optical Engineering, 55, http://dx.doi.org/10.1117/1.OE.55.10.103101

Balez R; Steiner N; Engel M; Muñoz SS; Lum JS; Wu Y; Wang D; Vallotton P; Sachdev P; O'Connor M; Sidhu K; Münch G; Ooi L, 2016, 'Neuroprotective effects of apigenin against inflammation, neuronal excitability and apoptosis in an induced pluripotent stem cell model of Alzheimer's disease', Scientific Reports, 6, pp. 31450, http://dx.doi.org/10.1038/srep31450

Tan H; Fu Y; Wang DD; Zhang X; Xiao TQ, 2016, 'Quantitative analysis of 3D vasculature for evaluation of angiogenesis in liver fibrosis with SR-μCT', Nuclear Science and Techniques, 27, http://dx.doi.org/10.1007/s41365-016-0121-7

Li X; Luo S; Hu Q; Li J; Wang D; Chiong F, 2016, 'Automatic lung field segmentation in x-ray radiographs using statistical shape and appearance models', Journal of Medical Imaging and Health Informatics, 6, pp. 338 - 348, http://dx.doi.org/10.1166/jmihi.2016.1714

Wang D; Qu Z; Ma Y, 2016, 'An enhanced Gray model for nondiffusive heat conduction solved by implicit lattice Boltzmann method', International Journal of Heat and Mass Transfer, 94, pp. 411 - 418, http://dx.doi.org/10.1016/j.ijheatmasstransfer.2015.11.003

Wang D; Bischof L; Lagerstrom R; Hilsenstein V; Hornabrook A; Hornabrook G, 2016, 'Automated Opal Grading by Imaging and Statistical Learning', IEEE Transactions on Systems Man and Cybernetics Systems, 46, pp. 185 - 201, http://dx.doi.org/10.1109/TSMC.2015.2427776

Tan H; Wang D; Li R; Sun C; Lagerstrom R; He Y; Xue Y; Xiao T, 2016, 'A robust method for high-precision quantification of the complex three-dimensional vasculatures acquired by X-ray microtomography', Journal of Synchrotron Radiation, 23, pp. 1216 - 1226, http://dx.doi.org/10.1107/S1600577516011498

Wang DD; Liu ZW; Han MM; Zhu ZM; Tu YL; Dou CQ; Xin J; Wang CS; Nan D, 2016, 'Erratum: Microarray based analysis of gene expression patterns in pancreatic neuroendocrine tumors (European Review for Medical and Pharmacological Sciences (2015) 19:18 (3367-3374))', European Review for Medical and Pharmacological Sciences, 20, pp. 788

Qi Y; Wang D; Wang D; Jin T; Yang L; Wu H; Li Y; Zhao J; Du F; Song M; Wang R, 2016, 'HEDD: The human epigenetic drug database', Database, 2016, http://dx.doi.org/10.1093/database/baw159

Wang D; Tan J; Xu Y; Han M; Tu Y; Zhu Z; Dou C; Xin J; Tan X; Zeng JP; Zhao G; Liu Z, 2016, 'The ubiquitin ligase RNF43 downregulation increases membrane expression of frizzled receptor in pancreatic ductal adenocarcinoma', Tumor Biology, 37, pp. 627 - 631, http://dx.doi.org/10.1007/s13277-015-3499-7

Zhu L; Zhou Y; Zhang D; Wang D; Wang H; Wang X, 2015, 'Parallel multi-level 2D-DWT on CUDA GPUs and its application in ring artifact removal', Concurrency and Computation Practice and Experience, 27, pp. 5188 - 5202, http://dx.doi.org/10.1002/cpe.3559

Tan H; Wang D; Xue Y; Wang Y; Yang Y; Xiao T, 2015, 'Parallelization of 3D thinning algorithm for extracting skeleton of micro-CT vasculature', Guangxue Xuebao Acta Optica Sinica, 35, http://dx.doi.org/10.3788/AOS201535.1117003

Liu H; Liang X; Wang D; Zhang H; Liu L; Chen H; Li Y; Duan Q; Xie K, 2015, 'Combination therapy with nitric oxide and molecular hydrogen in a murine model of acute lung injury', Shock, 43, pp. 504 - 511, http://dx.doi.org/10.1097/SHK.0000000000000316

Wang D; Tan J; Xu Y; Tan X; Han M; Tu Y; Zhu Z; Zen J; Dou C; Cai S, 2015, 'Identification of micro RNAs and target genes involvement in hepatocellular carcinoma with microarray data', Hepato Gastroenterology, 62, pp. 378 - 382, http://dx.doi.org/10.5754/hge131016

Wang DD; Xu Y; Zhu ZM; Tan XL; Tu YL; Han MM; Tan JW, 2015, 'Should temporary extracorporeal continuous portal diversion replace meso/porta-caval shunts in "small-for-size" syndrome in porcine hepatectomy?', World Journal of Gastroenterology, 21, pp. 888 - 896, http://dx.doi.org/10.3748/wjg.v21.i3.888

Bednarz T; Wang D; Arzhaeva Y; Lagerstrom R; Vallotton P; Burdett N; Khassapov A; Szul P; Chen S; Sun C; Domanski L; Thompson D; Gureyev T; Taylor JA, 2015, 'Cloud based toolbox for image analysis, processing and reconstruction tasks', Advances in Experimental Medicine and Biology, 823, pp. 191 - 205, http://dx.doi.org/10.1007/978-3-319-10984-8_11

Wang DD; Liu ZW; Han MM; Zhu ZM; Tu YL; Dou CQ; Jin X; Cai SW; Du N, 2015, 'Microarray based analysis of gene expression patterns in pancreatic neuroendocrine tumors', European Review for Medical and Pharmacological Sciences, 19, pp. 3367 - 3374

Li R; Wang D; Sun C; Lagerstrom R; Tan H; He Y; Xiao T, 2015, 'Towards automated quantitative vasculature understanding via ultra high-resolution imagery', Advances in Experimental Medicine and Biology, 823, pp. 177 - 189, http://dx.doi.org/10.1007/978-3-319-10984-8_10

Zhu L; Wang D; Wang H, 2014, 'An improved method for the removal of ring artifacts in synchrotron radiation images by using GPGPU computing with compute unified device architecture', Concurrency and Computation Practice and Experience, 26, pp. 2880 - 2892, http://dx.doi.org/10.1002/cpe.3183

Wang DD; Xu Y; Tu YL; Tan XL; Zhu ZM; Han MM; Dou CQ; Zeng JP; Tan JW; Du JD; Jiao HB; Cai SW, 2014, 'Comparison analysis in synchronous and metachronous metastatic colorectal cancer based on microarray expression profile', Hepato Gastroenterology, 61, pp. 2215 - 2218, http://dx.doi.org/10.5754/hge14293

Guo XD; Xiong L; Yu L; Li R; Wang ZH; Ren B; Dong JH; Li B; Wang D, 2014, 'Increased level of nucleolin confers to aggressive tumor progression and poor prognosis in patients with hepatocellular carcinoma after hepatectomy', Diagnostic Pathology, 9, http://dx.doi.org/10.1186/s13000-014-0175-y

Payne M; Wang D; Sinclair CM; Kapsa RMI; Quigley AF; Wallace GG; Razal JM; Baughman RH; Münch G; Vallotton P, 2014, 'Automated quantification of neurite outgrowth orientation distributions on patterned surfaces', Journal of Neural Engineering, 11, http://dx.doi.org/10.1088/1741-2560/11/4/046006

Zhu L; Wang D; Bednarz T, 2014, 'Suppression of ring artifacts in synchrotron radiation images using heterogeneous computing based on improved wavelet', Journal of Computational Information Systems, 10, pp. 523 - 530, http://dx.doi.org/10.12733/jcis8839

Tu Y; Jiao H; Tan X; Wang D; Du J; Sun L; Zhang W, 2013, 'Retroperitoneal laparoscopic debridement and drainage of infected retroperitoneal necrosis in severe acute pancreatitis', Asian Journal of Surgery, 36, pp. 159 - 164, http://dx.doi.org/10.1016/j.asjsur.2013.04.003

Tu YL; Wang X; Wang DD; Zhu ZM; Tan JW, 2013, 'Impact of mesocaval shunt on safe minimal liver remnant: Porcine model', World Journal of Gastroenterology, 19, pp. 5076 - 5084, http://dx.doi.org/10.3748/wjg.v19.i31.5076

Domanski L; Bednarz T; Gureyev T; Murray L; Huang BE; Nesterets Y; Thompson D; Jones E; Cavanagh C; Wang D; Vallotton P; Sun C; Khassapov A; Stevenson A; Mayo S; Morell M; George AW; Taylor JA, 2013, 'Applications of heterogeneous computing in computational and simulation science', International Journal of Computational Science and Engineering, 8, pp. 240 - 252, http://dx.doi.org/10.1504/IJCSE.2013.055356

Wang D; Lagerstrom R; Sun C; Bishof L; Valotton P; Götte M, 2010, 'HCA-Vision: Automated neurite outgrowth analysis', Journal of Biomolecular Screening, 15, pp. 1165 - 1170, http://dx.doi.org/10.1177/1087057110382894

Li M; Xu J; Yang J; Yang D; Wang D, 2009, 'Multiple manifolds analysis and its application to fault diagnosis', Mechanical Systems and Signal Processing, 23, pp. 2500 - 2509, http://dx.doi.org/10.1016/j.ymssp.2009.05.001

Sun CW; Vallotton P; Lopez JA; Ng YK; James DE, 2009, 'Membrane boundary extraction using circular multiple paths', Pattern Recognition, 42, pp. 523 - 530

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