Shawn Mikula - Related publications

Max-Planck Institute for Medical Research, Heidelberg, Baden-Württemberg, Germany 
mapping whole-brain connectivity
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Gao F, Xu X, Yu J, Shang M, Li X, Tao D. Complementary, Heterogeneous and Adversarial Networks for Image-to-Image Translation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33646952 DOI: 10.1109/TIP.2021.3061286   
2021 Shao W, Pomper MG, Du Y. A Learned Reconstruction Network for SPECT Imaging. Ieee Transactions On Radiation and Plasma Medical Sciences. 5: 26-34. PMID 33403244 DOI: 10.1109/trpms.2020.2994041   
2021 Wang X, Xiong H, Liu Y, Yang T, Li A, Huang F, Yin F, Su L, Liu L, Li N, Li L, Cheng S, Liu X, Lv X, Liu X, et al. Chemical sectioning fluorescence tomography: high-throughput, high-contrast, multicolor, whole-brain imaging at subcellular resolution. Cell Reports. 34: 108709. PMID 33535048 DOI: 10.1016/j.celrep.2021.108709   
2021 Ren M, Dey N, Fishbaugh J, Gerig G. Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. Ieee Transactions On Medical Imaging. PMID 33591913 DOI: 10.1109/TMI.2021.3059726   
2021 Wang X, Zeng W, Yang X, Fang C, Han Y, Fei P. Bi-channel Image Registration and Deep-learning Segmentation (BIRDS) for efficient, versatile 3D mapping of mouse brain. Elife. 10. PMID 33459255 DOI: 10.7554/eLife.63455   
2021 Li Z, Zhang J, Zhong R, Bhanu B, Chen Y, Zhang Q, Tang H. Lightweight and Efficient Image Dehazing Network Guided by Transmission Estimation from Real-World Hazy Scenes. Sensors (Basel, Switzerland). 21. PMID 33535456 DOI: 10.3390/s21030960   
2021 Gilbert A, Marciniak M, Rodero C, Lamata P, Samset E, McLeod K. Generating Synthetic Labeled Data from Existing Anatomical Models: An Example with Echocardiography Segmentation. Ieee Transactions On Medical Imaging. PMID 33444134 DOI: 10.1109/TMI.2021.3051806   
2021 Bi Y, Xue B, Zhang M. Genetic Programming-Based Discriminative Feature Learning for Low-Quality Image Classification. Ieee Transactions On Cybernetics. PMID 33531319 DOI: 10.1109/TCYB.2021.3049778   
2021 Zhang B, Liu H, Luo H, Li K. Automatic quality assessment for 2D fetal sonographic standard plane based on multitask learning. Medicine. 100: e24427. PMID 33530242 DOI: 10.1097/MD.0000000000024427   
2021 Hartung G, Badr S, Mihelic S, Dunn A, Cheng X, Kura S, Boas DA, Kleinfeld D, Alaraj A, Linninger AA. Mathematical synthesis of the cortical circulation for the whole mouse brain-part II: microcirculatory closure. Microcirculation (New York, N.Y. : 1994). e12687. PMID 33615601 DOI: 10.1111/micc.12687   
2021 Huang L, Li M, Gou S, Zhang X, Jiang K. Automated Segmentation Method for Low Field 3D Stomach MRI Using Transferred Learning Image Enhancement Network. Biomed Research International. 2021: 6679603. PMID 33628806 DOI: 10.1155/2021/6679603   
2021 Wang C, Yang G, Papanastasiou G, Tsaftaris SA, Newby DE, Gray C, Macnaught G, MacGillivray TJ. DiCyc: GAN-based deformation invariant cross-domain information fusion for medical image synthesis. An International Journal On Information Fusion. 67: 147-160. PMID 33658909 DOI: 10.1016/j.inffus.2020.10.015   
2021 Kang SK, Shin SA, Seo S, Byun MS, Lee DY, Kim YK, Lee DS, Lee JS. Deep learning-Based 3D inpainting of brain MR images. Scientific Reports. 11: 1673. PMID 33462321 DOI: 10.1038/s41598-020-80930-w   
2021 Kang SK, Shin SA, Seo S, Byun MS, Lee DY, Kim YK, Lee DS, Lee JS. Deep learning-Based 3D inpainting of brain MR images. Scientific Reports. 11: 1673. PMID 33462321 DOI: 10.1038/s41598-020-80930-w   
2021 Shahid SS, Kerskens CM, Burrows M, Witney AG. Elucidating the complex organization of neural micro-domains in the locust Schistocerca gregaria using dMRI. Scientific Reports. 11: 3418. PMID 33564031 DOI: 10.1038/s41598-021-82187-3   
2021 Schoen S, Zhao Z, Alva A, Huang C, Chen S, Arvanitis C. Morphological Reconstruction Improves Microvessel Mapping in Super-Resolution Ultrasound. Ieee Transactions On Ultrasonics, Ferroelectrics, and Frequency Control. PMID 33544672 DOI: 10.1109/TUFFC.2021.3057540   
2021 Lopez-Pintado S, Qian K. A depth-based global envelope test for comparing two groups of functions with applications to biomedical data. Statistics in Medicine. PMID 33410197 DOI: 10.1002/sim.8861   
2021 Tan W, Liu P, Li X, Liu Y, Zhou Q, Chen C, Gong Z, Yin X, Zhang Y. Classification of COVID-19 pneumonia from chest CT images based on reconstructed super-resolution images and VGG neural network. Health Information Science and Systems. 9: 10. PMID 33643612 DOI: 10.1007/s13755-021-00140-0   
2021 Liu Y, Zhang S, Xu J, Yang J, Tai YW. An Accurate and Lightweight Method for Human Body Image Super-Resolution. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33539298 DOI: 10.1109/TIP.2021.3055737   
2021 Toda R, Teramoto A, Tsujimoto M, Toyama H, Imaizumi K, Saito K, Fujita H. Synthetic CT image generation of shape-controlled lung cancer using semi-conditional InfoGAN and its applicability for type classification. International Journal of Computer Assisted Radiology and Surgery. PMID 33428062 DOI: 10.1007/s11548-021-02308-1   
2021 Zhang Z, Zheng M, Zhong SH, Liu Y. Steganographer detection via a similarity accumulation graph convolutional network. Neural Networks : the Official Journal of the International Neural Network Society. 136: 97-111. PMID 33472131 DOI: 10.1016/j.neunet.2020.12.026   
2021 Lyu J, Ling SH, Banerjee S, Zheng JY, Lai KL, Yang D, Zheng YP, Bi X, Su S, Chamoli U. Ultrasound volume projection image quality selection by ranking from convolutional RankNet. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 89: 101847. PMID 33476927 DOI: 10.1016/j.compmedimag.2020.101847   
2021 Lee G, Oh JW, Her NG, Jeong WK. DeepHCS: Bright-field to fluorescence microscopy image conversion using multi-task learning with adversarial losses for label-free high-content screening. Medical Image Analysis. 70: 101995. PMID 33640720 DOI: 10.1016/   
2021 Feng Z, Cai A, Wang Y, Li L, Tong L, Yan B. Dual residual convolutional neural network (DRCNN) for low-dose CT imaging. Journal of X-Ray Science and Technology. PMID 33459686 DOI: 10.3233/XST-200777   
2021 Jiang S, Tao Z, Fu Y. Geometrically Editable Face Image Translation with Adversarial Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33497333 DOI: 10.1109/TIP.2021.3052084   
2021 Yang W, Wang W, Huang H, Wanga S, Liu J. Sparse Gradient Regularized Deep Retinex Network for Robust Low-Light Image Enhancement. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33460379 DOI: 10.1109/TIP.2021.3050850   
2021 Wang M, Lee KCM, Chung BMF, Bogaraju SV, Ng HC, Wong JSJ, Shum HC, Tsia KK, So HK. Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network. Ieee Transactions On Neural Networks and Learning Systems. PMID 33434136 DOI: 10.1109/TNNLS.2020.3046452   
2021 Islam KT, Wijewickrema S, O'Leary S. A deep learning based framework for the registration of three dimensional multi-modal medical images of the head. Scientific Reports. 11: 1860. PMID 33479305 DOI: 10.1038/s41598-021-81044-7   
2021 Shi R, Li Y, Kong L. High-speed volumetric imaging in vivo based on structured illumination microscopy with interleaved reconstruction. Journal of Biophotonics. PMID 33502121 DOI: 10.1002/jbio.202000513   
2021 Zhang X, Lu H, Guo D, Bao L, Huang F, Xu Q, Qu X. A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI. Medical Image Analysis. 69: 101987. PMID 33588120 DOI: 10.1016/   
2021 Onda M, Takeuchi RF, Isobe K, Suzuki T, Masaki Y, Morimoto N, Osakada F. Temporally multiplexed dual-plane imaging of neural activity with four-dimensional precision. Neuroscience Research. PMID 33607170 DOI: 10.1016/j.neures.2021.02.001   
2021 Yan L, Hao Q, Cao J, Saad R, Li K, Yan Z, Wu Z. Infrared and visible image fusion via octave Gaussian pyramid framework. Scientific Reports. 11: 1235. PMID 33441789 DOI: 10.1038/s41598-020-80189-1   
2021 Jin D, Ji M, Xu L, Wu G, Wang L, Fang L. Boosting Single Image Super-resolution Learnt from Implicit Multi-image Prior. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33621177 DOI: 10.1109/TIP.2021.3059507   
2021 Zhang Y, Zhang S, Li Y, Zhang Y. Single- and Cross-Modality Near Duplicate Image Pairs Detection via Spatial Transformer Comparing CNN. Sensors (Basel, Switzerland). 21. PMID 33401740 DOI: 10.3390/s21010255   
2021 Kim S, Kim B, Park H. Synthesis of Brain Tumor multi-contrast MR Images for Improved Data Augmentation. Medical Physics. PMID 33405244 DOI: 10.1002/mp.14701   
2021 Zhong Q, Li A, Jin R, Zhang D, Li X, Jia X, Ding Z, Luo P, Zhou C, Jiang C, Feng Z, Zhang Z, Gong H, Yuan J, Luo Q. High-definition imaging using line-illumination modulation microscopy. Nature Methods. PMID 33649587 DOI: 10.1038/s41592-021-01074-x   
2021 Bokota G, Sroka J, Basu S, Das N, Trzaskoma P, Yushkevich Y, Grabowska A, Magalska A, Plewczynski D. PartSeg: a tool for quantitative feature extraction from 3D microscopy images for dummies. Bmc Bioinformatics. 22: 72. PMID 33596823 DOI: 10.1186/s12859-021-03984-1   
2021 Frank JH. Advances in imaging of chemically reacting flows. The Journal of Chemical Physics. 154: 040901. PMID 33514088 DOI: 10.1063/5.0028249   
2021 Kumar S, Bhandari AK, Raj A, Swaraj K. Triple Clipped Histogram Based Medical Image Enhancement Using Spatial Frequency. Ieee Transactions On Nanobioscience. PMID 33661735 DOI: 10.1109/TNB.2021.3064077   
2021 Kim K, Jeong HW, Lee Y. Performance Evaluation of Dorsal Vein Network of Hand Imaging Using Relative Total Variation-Based Regularization for Smoothing Technique in a Miniaturized Vein Imaging System: A Pilot Study. International Journal of Environmental Research and Public Health. 18. PMID 33561967 DOI: 10.3390/ijerph18041548   
2021 Tran ST, Cheng CH, Nguyen TT, Le MH, Liu DG. TMD-Unet: Triple-Unet with Multi-Scale Input Features and Dense Skip Connection for Medical Image Segmentation. Healthcare (Basel, Switzerland). 9. PMID 33419018 DOI: 10.3390/healthcare9010054   
2021 Minaee S, Boykov YY, Porikli F, Plaza AJ, Kehtarnavaz N, Terzopoulos D. Image Segmentation Using Deep Learning: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33596172 DOI: 10.1109/TPAMI.2021.3059968   
2021 Fromentèze T, Yurduseven O, Del Hougne P, Smith DR. Lowering latency and processing burden in computational imaging through dimensionality reduction of the sensing matrix. Scientific Reports. 11: 3545. PMID 33574392 DOI: 10.1038/s41598-021-83021-6   
2021 Rogers C, Piggott AY, Thomson DJ, Wiser RF, Opris IE, Fortune SA, Compston AJ, Gondarenko A, Meng F, Chen X, Reed GT, Nicolaescu R. A universal 3D imaging sensor on a silicon photonics platform. Nature. 590: 256-261. PMID 33568821 DOI: 10.1038/s41586-021-03259-y   
2021 Ryu DH, Ryu D, Baek YS, Cho H, Kim G, Kim YS, Lee Y, Kim Y, Ye JC, Min HS, Park YK. DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging using Deep Learning. Ieee Transactions On Medical Imaging. PMID 33566760 DOI: 10.1109/TMI.2021.3058373   
2021 Masci AM, White S, Neely B, Ardini-Polaske M, Hill CB, Misra RS, Aronow B, Gaddis N, Yang L, Wert SE, Palmer SM, Chan C, . Ontology-guided segmentation and object identification for developmental mouse lung immunofluorescent images. Bmc Bioinformatics. 22: 82. PMID 33622235 DOI: 10.1186/s12859-021-04008-8   
2021 Zhong Q, Jiang C, Zhang D, Chen S, Jin R, Gong H, Yuan J. High-throughput optical sectioning via line-scanning imaging with digital structured modulation. Optics Letters. 46: 504-507. PMID 33528395 DOI: 10.1364/OL.412323   
2021 Fang Y, Zeng Y, Jiang W, Zhu H, Yan J. Superpixel-Based Quality Assessment of Multi-Exposure Image Fusion for Both Static and Dynamic Scenes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33502981 DOI: 10.1109/TIP.2021.3053465   
2021 Liu JTC, Glaser AK, Bera K, True LD, Reder NP, Eliceiri KW, Madabhushi A. Harnessing non-destructive 3D pathology. Nature Biomedical Engineering. PMID 33589781 DOI: 10.1038/s41551-020-00681-x   
2021 Cheng Z, Qu A, He X. Contour-aware semantic segmentation network with spatial attention mechanism for medical image. The Visual Computer. 1-14. PMID 33642659 DOI: 10.1007/s00371-021-02075-9