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Jayanthi Sivaswamy
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2020 – today
- 2023
- [c74]Alphin J. Thottupattu
, Jayanthi Sivaswamy
, Venky Krishnan
:
Global Space Modelling Of Biological Processes With Cross-sectional Data. ICVGIP 2023: 35:1-35:8 - [c73]Naren Akash R. J, Anirudh Kaushik, Jayanthi Sivaswamy:
Evidence-Driven Differential Diagnosis of Malignant Melanoma. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 57-66 - [c72]Pawan Harish, Jayanthi Sivaswamy, Priyanka Srivastava, Doris George Yohannan, Sirisha Bandi, Sarada Devi Sattiraju, P. J. Narayanan:
AnaVu: A scalable Anatomical 3D visualization system for classroom teaching. TALE 2023: 1-7 - [i16]Alphin J. Thottupattu, Jayanthi Sivaswamy:
A metric to compare the anatomy variation between image time series. CoRR abs/2302.11929 (2023) - 2022
- [j21]Divya Jyothi Gaddipati, Jayanthi Sivaswamy:
Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping. ACM Trans. Comput. Heal. 3(1): 10:1-10:15 (2022) - [j20]Abhinav Dhere
, Jayanthi Sivaswamy:
COVID Detection From Chest X-Ray Images Using Multi-Scale Attention. IEEE J. Biomed. Health Informatics 26(4): 1496-1505 (2022) - [c71]Prathyusha Akundi, Jayanthi Sivaswamy:
Incremental Learning for a Flexible CAD System Design. ISBI 2022: 1-4 - [c70]Mythri V, Alphin J. Thottupattu, Naren Akash R. J, Jayanthi Sivaswamy:
A Method to Remove Size Bias in Sub-Cortical Structure Segmentation. ISBI 2022: 1-4 - [c69]Abhinav Dhere, Vikas Vazhayil, Jayanthi Sivaswamy:
Fast detection of sulcal regions for classification of Alzheimer's disease and Mild Cognitive Impairment. SPCOM 2022: 1-5 - [c68]Alphin J. Thottupattu, Jayanthi Sivaswamy, Venkateswaran P. Krishnan:
A Method for Image Registration via Broken Geodesics. WBIR 2022: 47-56 - 2021
- [c67]Prathyusha Akundi, Jayanthi Sivaswamy:
Manifold learning to address catastrophic forgetting. ICVGIP 2021: 28:1-28:5 - [i15]Abhinav Dhere, Jayanthi Sivaswamy:
Self-Supervised Learning for Segmentation. CoRR abs/2101.05456 (2021) - [i14]Prathyusha Akundi, Soumyasis Gun, Jayanthi Sivaswamy:
A Clinically Inspired Approach for Melanoma classification. CoRR abs/2106.08021 (2021) - [i13]Alphin J. Thottupattu, Jayanthi Sivaswamy, Venkateswaran P. Krishnan:
A Diffeomorphic Aging Model for Adult Human Brain from Cross-Sectional Data. CoRR abs/2106.14516 (2021) - [i12]Jayanthi Sivaswamy, Alphin J. Thottupattu, Mythri V, Raghav Mehta, R. Sheelakumari, Chandrasekharan Kesavadas:
Sub-cortical structure segmentation database for young population. CoRR abs/2111.01561 (2021) - 2020
- [c66]Alphin J. Thottupattu, Jayanthi Sivaswamy:
A Fast Method For Shape Template Generation. ICIP 2020: 66-70 - [c65]Alakh Desai
, Ruchi Chauhan
, Jayanthi Sivaswamy:
Image Segmentation Using Hybrid Representations. ISBI 2020: 1-4 - [c64]Aniket Joshi, Gaurav Mishra, Jayanthi Sivaswamy:
Explainable Disease Classification via Weakly-Supervised Segmentation. iMIMIC/MIL3ID/LABELS@MICCAI 2020: 54-62 - [i11]Alakh Desai, Ruchi Chauhan, Jayanthi Sivaswamy:
Image Segmentation Using Hybrid Representations. CoRR abs/2004.07071 (2020) - [i10]Aniket Joshi, Gaurav Mishra, Jayanthi Sivaswamy:
Explainable Disease Classification via weakly-supervised segmentation. CoRR abs/2008.10268 (2020) - [i9]Alphin J. Thottupattu, Jayanthi Sivaswamy, Venkateswaran P. Krishnan:
A method for large diffeomorphic registration via broken geodesics. CoRR abs/2011.14298 (2020)
2010 – 2019
- 2019
- [j19]Karthik Gopinath
, Jayanthi Sivaswamy:
Segmentation of Retinal Cysts From Optical Coherence Tomography Volumes Via Selective Enhancement. IEEE J. Biomed. Health Informatics 23(1): 273-282 (2019) - [j18]Arunava Chakravarty
, Jayanthi Sivaswamy:
RACE-Net: A Recurrent Neural Network for Biomedical Image Segmentation. IEEE J. Biomed. Health Informatics 23(3): 1151-1162 (2019) - [j17]Hrvoje Bogunovic
, Freerk G. Venhuizen, Sophie Klimscha
, Stefanos Apostolopoulos, Alireza Bab-Hadiashar
, Ulas Bagci
, Mirza Faisal Beg
, Loza Bekalo, Qiang Chen, Carlos Ciller, Karthik Gopinath
, Amirali K. Gostar, Kiwan Jeon, Zexuan Ji, Sung Ho Kang, Dara D. Koozekanani, Donghuan Lu, Dustin Morley, Keshab K. Parhi
, Hyoung Suk Park, Abdolreza Rashno, Marinko Sarunic
, Saad Shaikh, Jayanthi Sivaswamy, Ruwan B. Tennakoon
, Shivin Yadav, Sandro De Zanet, Sebastian M. Waldstein
, Bianca S. Gerendas
, Caroline Klaver, Clara I. Sánchez, Ursula Schmidt-Erfurth:
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. IEEE Trans. Medical Imaging 38(8): 1858-1874 (2019) - [c63]Divya Jyothi Gaddipati, Alakh Desai
, Jayanthi Sivaswamy, Koenraad A. Vermeer
:
Glaucoma Assessment from OCT images using Capsule Network. EMBC 2019: 5581-5584 - [c62]Sukesh Adiga V, Jayanthi Sivaswamy:
Matching The Characteristics Of Fundus And Smartphone Camera Images. ISBI 2019: 569-572 - [c61]Anurag Deshmukh, Jayanthi Sivaswamy:
Synthesis of Optical Nerve Head Region of Fundus Image. ISBI 2019: 583-586 - 2018
- [j16]Appan K. Pujitha, Jayanthi Sivaswamy:
Solution to overcome the sparsity issue of annotated data in medical domain. CAAI Trans. Intell. Technol. 3(3): 153-160 (2018) - [j15]Arunava Chakravarty, Jayanthi Sivaswamy:
A supervised joint multi-layer segmentation framework for retinal optical coherence tomography images using conditional random field. Comput. Methods Programs Biomed. 165: 235-250 (2018) - [c60]Appan K. Pujitha, Jayanthi Sivaswamy:
Retinal Image Synthesis for CAD Development. ICIAR 2018: 613-621 - [c59]Arunava Chakravarty, Divya Jyothi Gaddipati, Jayanthi Sivaswamy:
Construction of a Retinal Atlas for Macular OCT Volumes. ICIAR 2018: 650-658 - [c58]Sukesh Adiga V, Jayanthi Sivaswamy:
Shared Encoder based Denoising of Optical Coherence Tomography Images. ICVGIP 2018: 35:1-35:8 - [c57]Aabhas Majumdar, Raghav Mehta, Jayanthi Sivaswamy:
To Learn or Not to Learn Features for Deformable Registration? MLCN/DLF/iMIMIC@MICCAI 2018: 52-60 - [i8]Karthik Gopinath, Samrudhdhi B. Rangrej, Jayanthi Sivaswamy:
A deep learning framework for segmentation of retinal layers from OCT images. CoRR abs/1806.08859 (2018) - [i7]Arunava Chakravarty, Jayanthi Sivaswamy:
A Deep Learning based Joint Segmentation and Classification Framework for Glaucoma Assesment in Retinal Color Fundus Images. CoRR abs/1808.01355 (2018) - [i6]Sukesh Adiga V, Jayanthi Sivaswamy:
FPD-M-net: Fingerprint Image Denoising and Inpainting Using M-Net Based Convolutional Neural Networks. CoRR abs/1812.10191 (2018) - 2017
- [j14]Arunava Chakravarty, Jayanthi Sivaswamy:
Joint optic disc and cup boundary extraction from monocular fundus images. Comput. Methods Programs Biomed. 147: 51-61 (2017) - [c56]Appan K. Pujitha, Jayanthi Sivaswamy:
Crowdsourced Annotations as an Additional Form of Data Augmentation for CAD Development. ACPR 2017: 753-758 - [c55]Karthik Gopinath
, Samrudhdhi B. Rangrej, Jayanthi Sivaswamy:
A Deep Learning Framework for Segmentation of Retinal Layers from OCT Images. ACPR 2017: 888-893 - [c54]Raghav Mehta, Jayanthi Sivaswamy:
M-net: A Convolutional Neural Network for deep brain structure segmentation. ISBI 2017: 437-440 - [c53]Appan K. Pujitha, Gamalapati S. Jahnavi, Jayanthi Sivaswamy:
Detection of neovascularization in retinal images using semi-supervised learning. ISBI 2017: 688-691 - [c52]Chetan L. Srinidhi
, Priyadarshi Rath, Jayanthi Sivaswamy:
A Vessel Keypoint Detector for junction classification. ISBI 2017: 882-885 - [c51]Arunava Chakravarty, Jayanthi Sivaswamy:
End-to-End Learning of a Conditional Random Field for Intra-retinal Layer Segmentation in Optical Coherence Tomography. MIUA 2017: 3-14 - [c50]Gamalapati S. Jahnavi, Jayanthi Sivaswamy:
Multimodal Registration of Retinal Images. NCVPRIPG 2017: 314-324 - [e1]Snehasis Mukherjee, Suvadip Mukherjee, Dipti Prasad Mukherjee, Jayanthi Sivaswamy, Suyash P. Awate, Srirangaraj Setlur
, Anoop M. Namboodiri, Santanu Chaudhury:
Computer Vision, Graphics, and Image Processing - ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10481, Springer 2017, ISBN 978-3-319-68123-8 [contents] - [i5]Karthik Gopinath, Jayanthi Sivaswamy:
Segmentation of retinal cysts from Optical Coherence Tomography volumes via selective enhancement. CoRR abs/1708.06197 (2017) - [i4]Aabhas Majumdar, Raghav Mehta, Jayanthi Sivaswamy:
To Learn or Not to Learn Features for Deformable Registration? CoRR abs/1709.01057 (2017) - [i3]Shivin Yadav, Karthik Gopinath, Jayanthi Sivaswamy:
A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation. CoRR abs/1712.01073 (2017) - 2016
- [j13]Syed Tabish Abbas
, Venkateswaran P. Krishnan, Jayanthi Sivaswamy:
Numerical Inversion of Circular arc Radon Transform. IEEE Trans. Computational Imaging 2(4): 540-549 (2016) - [c49]Samrudhdhi B. Rangrej, Jayanthi Sivaswamy:
A biologically inspired saliency model for color fundus images. ICVGIP 2016: 54:1-54:8 - [c48]Raghav Mehta, Jayanthi Sivaswamy:
A hybrid approach to tissue-based intensity standardization of brain MRI images. ISBI 2016: 95-98 - [c47]Karthik Gopinath
, Jayanthi Sivaswamy, Tarannum Mansoori:
Automatic glaucoma assessment from angio-OCT images. ISBI 2016: 193-196 - [c46]Arunava Chakravarty, Jayanthi Sivaswamy:
Glaucoma classification with a fusion of segmentation and image-based features. ISBI 2016: 689-692 - [i2]V. S. Rao Veeravasarapu, Jayanthi Sivaswamy, Vishanji Karani:
Cardiac Motion Analysis by Temporal Flow Graphs. CoRR abs/1604.06979 (2016) - [i1]Karthik Gopinath, Jayanthi Sivaswamy:
Domain knowledge assisted cyst segmentation in OCT retinal images. CoRR abs/1612.02675 (2016) - 2015
- [c45]Syed Tabish Abbas, Jayanthi Sivaswamy:
Latent factor model based classification for detecting abnormalities in retinal images. ACPR 2015: 411-415 - [c44]Rajat Aggarwal, Sirnam Swetha, Anoop M. Namboodiri, Jayanthi Sivaswamy, C. V. Jawahar
:
Online handwriting recognition using depth sensors. ICDAR 2015: 1061-1065 - [c43]Syed Tabish Abbas, Jayanthi Sivaswamy:
PET image reconstruction and denoising on hexagonal lattices. ICIP 2015: 3481-3485 - [c42]Ujjwal, Arunava Chakravarty, Jayanthi Sivaswamy:
An assistive annotation system for retinal images. ISBI 2015: 1506-1509 - [c41]Angshuman Paul
, Anisha Dey, Dipti Prasad Mukherjee, Jayanthi Sivaswamy, Vijaya Tourani:
Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images. MICCAI (2) 2015: 94-102 - [c40]Gaurav Mittal, Jayanthi Sivaswamy:
Optic disk and macula detection from retinal images using Generalized Motion Pattern. NCVPRIPG 2015: 1-4 - 2014
- [c39]Jayanthi Sivaswamy, S. R. Krishnadas, Gopal Datt Joshi, Madhulika Jain, A. Ujjwaft Syed Tabish:
Drishti-GS: Retinal image dataset for optic nerve head(ONH) segmentation. ISBI 2014: 53-56 - [c38]Arunava Chakravarty, Jayanthi Sivaswamy:
Coupled Sparse Dictionary for Depth-Based Cup Segmentation from Single Color Fundus Image. MICCAI (1) 2014: 747-754 - 2013
- [c37]Ujjwal, K. Sai Deepak, Arunava Chakravarty, Jayanthi Sivaswamy:
Visual saliency based bright lesion detection and discrimination in retinal images. ISBI 2013: 1436-1439 - [c36]Mark J. J. P. van Grinsven, Arunava Chakravarty, Jayanthi Sivaswamy, Thomas Theelen, Bram van Ginneken
, Clara I. Sánchez:
A Bag of Words approach for discriminating between retinal images containing exudates or drusen. ISBI 2013: 1444-1447 - [c35]M. Sushma, Anubha Gupta
, Jayanthi Sivaswamy:
Time-frequency analysis based motion detection in perfusion weighted MRI. NCVPRIPG 2013: 1-4 - [c34]M. Sushma, Anubha Gupta
, Jayanthi Sivaswamy:
Semi-automated Magnification of Small Motions in Videos. PReMI 2013: 417-422 - 2012
- [j12]K. Sai Deepak, N. V. Kartheek Medathati, Jayanthi Sivaswamy:
Detection and discrimination of disease-related abnormalities based on learning normal cases. Pattern Recognit. 45(10): 3707-3716 (2012) - [j11]Gopal Datt Joshi, Jayanthi Sivaswamy, S. R. Krishnadas:
Depth Discontinuity-Based Cup Segmentation From Multiview Color Retinal Images. IEEE Trans. Biomed. Eng. 59(6): 1523-1531 (2012) - [j10]K. Sai Deepak, Jayanthi Sivaswamy:
Automatic Assessment of Macular Edema From Color Retinal Images. IEEE Trans. Medical Imaging 31(3): 766-776 (2012) - [c33]Harini Alagarai Sampath, Bipin Indurkhya
, Jayanthi Sivaswamy:
A Communication System on Smart Phones and Tablets for Non-verbal Children with Autism. ICCHP (2) 2012: 323-330 - [c32]Gopal Datt Joshi, Jayanthi Sivaswamy, Prashanth R., S. R. Krishnadas:
Detection of Peri-Papillary Atrophy and RNFL Defect from Retinal Images. ICIAR (2) 2012: 400-407 - [c31]Rohit Gautam, Jayanthi Sivaswamy, Ravi Varma:
An efficient, bolus-stage based method for motion correction in perfusion weighted MRI. ICPR 2012: 145-148 - [c30]Rohit Gautam, Jayanthi Sivaswamy, Ravi Varma:
A method for motion detection and categorization in perfusion weighted MRI. ICVGIP 2012: 6 - [c29]K. Sai Deepak, Madhulika Jain, Gopal Datt Joshi, Jayanthi Sivaswamy:
Motion pattern-based image features for glaucoma detection from retinal images. ICVGIP 2012: 47 - [c28]Varun Jampani, Ujjwal, Jayanthi Sivaswamy, Vivek Vaidya:
Assessment of computational visual attention models on medical images. ICVGIP 2012: 80 - [c27]Akhilesh Bontala, Jayanthi Sivaswamy, Rajeev R. Pappuru:
Image mosaicing of low quality neonatal retinal images. ISBI 2012: 720-723 - 2011
- [j9]Keerthi Ram
, Gopal Datt Joshi, Jayanthi Sivaswamy:
A Successive Clutter-Rejection-Based Approach for Early Detection of Diabetic Retinopathy. IEEE Trans. Biomed. Eng. 58(3): 664-673 (2011) - [j8]Gopal Datt Joshi, Jayanthi Sivaswamy, S. R. Krishnadas:
Optic Disk and Cup Segmentation From Monocular Color Retinal Images for Glaucoma Assessment. IEEE Trans. Medical Imaging 30(6): 1192-1205 (2011) - [c26]Sandeep S. Kaushik, Jayanthi Sivaswamy:
Unsupervised 3D Segmentation of Hippocampus in Brain MR Images. BIOSIGNALS 2011: 182-187 - 2010
- [j7]Harini Sampath, Jayanthi Sivaswamy, Bipin Indurkhya:
Assistive systems for children with dyslexia and autism. ACM SIGACCESS Access. Comput. 96: 32-36 (2010) - [c25]Jeetinder Singh, Jayanthi Sivaswamy:
Creating User Interface for Interactive Simulations. DIGITEL 2010: 38-45 - [c24]Gopal Datt Joshi, Jayanthi Sivaswamy, Kundun Karan, Prashanth R., S. R. Krishnadas:
Vessel Bend-Based Cup Segmentation in Retinal Images. ICPR 2010: 2536-2539 - [c23]V. S. Rao Veeravasarapu, Jayanthi Sivaswamy:
Motion deblurring as optimisation. ICVGIP 2010: 267-273 - [c22]Gopal Datt Joshi, Rohit Gautam, Jayanthi Sivaswamy, S. R. Krishnadas:
Robust optic disk segmentation from colour retinal images. ICVGIP 2010: 330-336 - [c21]N. V. Kartheek Medathati, Jayanthi Sivaswamy:
Local descriptor based on texture of projections. ICVGIP 2010: 398-404 - [c20]K. Sai Deepak, Gopal Datt Joshi, Jayanthi Sivaswamy:
Content-based retrieval of retinal images for maculopathy. IHI 2010: 135-143 - [c19]Yogesh Babu Bathina, N. V. Kartheek Medathati, Jayanthi Sivaswamy:
Robust matching of multi-modal retinal images using radon transform based local descriptor. IHI 2010: 765-770 - [c18]Gopal Datt Joshi, Jayanthi Sivaswamy, Kundun Karan, S. R. Krishnadas:
Optic disk and cup boundary detection using regional information. ISBI 2010: 948-951
2000 – 2009
- 2009
- [c17]Abhijit Kundu, K. Madhava Krishna, Jayanthi Sivaswamy:
Moving object detection by multi-view geometric techniques from a single camera mounted robot. IROS 2009: 4306-4312 - [c16]Keerthi Ram
, Yogesh Babu Bathina, Jayanthi Sivaswamy:
Curvature orientation histograms for detection and matching of vascular landmarks in retinal images. Medical Imaging: Image Processing 2009: 72591J - 2008
- [c15]Amit Agarwal, Jayanthi Sivaswamy, Alka Rani, Taraprasad Das:
Automatic Segmentation of Capillary Non-Perfusion in Retinal Angiograms. BIOSIGNALS (1) 2008: 170-177 - [c14]Jayanthi Sivaswamy, Amit Agarwal, Mayank Chawla, Alka Rani, Taraprasad Das:
Extraction of Capillary Non-perfusion from Fundus Fluorescein Angiogram. BIOSTEC (Selected Papers) 2008: 176-188 - [c13]Jeetinder Singh, Gopal Datt Joshi, Jayanthi Sivaswamy:
Appearance-based object detection in colour retinal images. ICIP 2008: 1432-1435 - [c12]G. Phani Deepti, Maruti V. Borker, Jayanthi Sivaswamy:
Impulse Noise Removal from Color Images with Hopfield Neural Network and Improved Vector Median Filter. ICVGIP 2008: 17-24 - [c11]Sanjeev Pragada, Jayanthi Sivaswamy:
Image Denoising Using Matched Biorthogonal Wavelets. ICVGIP 2008: 25-32 - [c10]Gopal Datt Joshi, Jayanthi Sivaswamy:
Colour Retinal Image Enhancement Based on Domain Knowledge. ICVGIP 2008: 591-598 - 2007
- [j6]Gopal Datt Joshi, Saurabh Garg, Jayanthi Sivaswamy:
A generalised framework for script identification. Int. J. Document Anal. Recognit. 10(2): 55-68 (2007) - [c9]Jeetinder Singh, Jayanthi Sivaswamy, Krishnarajulu Naidu:
MuDiS - A Virtual Learning Environment. DIGITEL 2007: 203-205 - [c8]Saurabh Garg, Jayanthi Sivaswamy, Siva Chandra:
Unsupervised Curvature-Based Retinal Vessel Segmentation. ISBI 2007: 344-347 - 2006
- [c7]Gopal Datt Joshi, Saurabh Garg, Jayanthi Sivaswamy:
Script Identification from Indian Documents. Document Analysis Systems 2006: 255-267 - [c6]Siva Chandra, Jayanthi Sivaswamy:
An Analysis of Curvature Based Ridge and Valley Detection. ICASSP (2) 2006: 737-740 - [c5]Gopal Datt Joshi, Jayanthi Sivaswamy:
A Computational Model for Boundary Detection. ICVGIP 2006: 172-183 - [c4]Jayanthi Sivaswamy, Gopal Datt Joshi, Siva Chandra:
An Alternative Curvature Measure for Topographic Feature Detection. ICVGIP 2006: 228-239 - [c3]Gopal Datt Joshi, Jayanthi Sivaswamy:
A simple scheme for contour detection. VISAPP (1) 2006: 236-242 - 2005
- [b1]Lee Middleton, Jayanthi Sivaswamy:
Hexagonal Image Processing: A Practical Approach. Advances in Pattern Recognition, Springer 2005, ISBN 978-1-85233-914-2, pp. I-XIII, 1-254 - [c2]Krishnarajulu Naidu, Jayanthi Sivaswamy:
IT Enriched Science Education for Rural Schools. ICCE 2005: 811-814 - 2002
- [j5]Lee Middleton, Jayanthi Sivaswamy:
Framework for practical hexagonal-image processing. J. Electronic Imaging 11(1): 104-114 (2002) - 2001
- [j4]Lee Middleton, Jayanthi Sivaswamy:
Edge detection in a hexagonal-image processing framework. Image Vis. Comput. 19(14): 1071-1081 (2001) - [j3]Woei Chan, George G. Coghill, Jayanthi Sivaswamy:
A simple mechanism for curvature detection. Pattern Recognit. Lett. 22(6/7): 731-739 (2001) - [j2]Jayanthi Sivaswamy, Zoran A. Salcic, K. L. Ling:
A Real-Time Implementation of Nonlinear Unsharp Masking with FPLDs. Real Time Imaging 7(2): 195-202 (2001)
1990 – 1999
- 1999
- [j1]Zoran A. Salcic, Jayanthi Sivaswamy:
IMECO: A Reconfigurable FPGA-based Image Enhancement Co-Processor Framework. Real Time Imaging 5(6): 385-395 (1999) - 1997
- [c1]Zoran Salcic, Jayanthi Sivaswamy:
High-Speed X-ray Image Enhancement Using FPGA Customised Hardware. ICONIP (2) 1997: 1157-1160
Coauthor Index
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