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Artigo Revisado por pares

Ronghua Shang, Jiaming Wang, Licheng Jiao, Rustam Stolkin, Biao Hou, Yangyang Li,

... a novel method, deep memory convolution neural networks (M-Net), to alleviate the problem of overfitting caused by ... samples. Based on the convolutional neural networks (CNN), M-Net adds an information recorder to remember and store ... the recorded features to predict unknown sample labels. M-Net's use of this information recorder may cause ... CNN training methods were directly used to train M-Net. To overcome this problem, we propose a transfer parameter technique to train M-Net in two steps. The first step is to ...

Tópico(s): Underwater Acoustics Research

2018 - Institute of Electrical and Electronics Engineers | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Jornais Acesso aberto

Tony Budd Executive director, Jonathan Northcroft, Tracey Boles, Waldemar Januszczak, Gareth Rubin, Hala Jaber, Anthony Capella, John Dugdale, William Kay, Yvonne Paddy, Della Petch, Rev Terry Challis, Matthew Wall, Barbara Hall, Niamh Coughlan, Ros Lindsey, M P Quick, Carol Hunt, Fred Redwood, John-Paul Flintoff, John White, Jim Munro, Christopher Croft, louise Armitstead, Peter Whittle, Sally Brock, Helen Davies, David Mills, Rob Hughes, Geoff Lee, Jason Dawe, John Peter, Robin Eggar, Bernard Hill, Andrew Longmore, John Waples Business Editor, Jim Crace, Martin Andrews, Gareth Walsh, Frank Whitford, Ivo Tennant, Ian Critchely, Kathryn Cooper, Peter Hare, Andrew Taylor, P D, David Smith, Tim Richards, David Cracknell Political Editor, Nick Pitt, Sarah Limbrick, Neil Wormald, E P, Andrew Sullivan, Clive Davis, Mark Reynolds, Tony Allen-Mills, Steve Redgrave, Martin James, Mayank Patel, Anthony Sattin, Chris Caldicott, Irwin Stelzer, Lee Mack, Peter Wilson, David Cochrane, Rosie Millard, David Dougill, Herbert Ypma's, John Arlidge, Christopher Hart, N J, Robert Winnett Whitehall Correspondent, Stuart Barnes, Geraldine Hackett, Paul Forsyth, Hugh Canning, John Aizelwood, Jeremy Clarkson, Victoria Segal, Edward Porter, Phil Spencer, Peter Conradi, David Cairns, Dean Nelson, Michael Portillo, Stewart Lee, Fergus Garrett, Anthony Peregrine, Heather Scott, Sarah Dempster, Greg Gordon, Dave Pollard, Cathy Struthers, Richard Fletcher, Greg Struthers, George Perry, Eric Rosby, Arctic Monkeys, Jeremy Taylor, Jeff Potter, Paul Bailey, Holly Watt, Ian MacIver, Brendan Bourne, David Walsh Chief Sports Writer, Paul Donovan, Colin Powell, Pat Cash, Martin Arostegui, Vincent Crump, Paul Kimmage, Hugh McIlvanney, Roy Spragg, Chris Woodhead, Steve Boyd, John Ball, Jasper Gerard, Paul Driver, Mohammad Shehzad, Richard Brooks, Ian Hawkey, George Melly, Stuart Andrews, Christopher Morgan, David Leppard, Louis Wise, Paul Durman, Shelley Von Strunckel, Lisa Grainger, Dave Hannigan, Don Draper, Amanda Holden, Kevin Nacey, Mark Edwards, Rachel North, Louise Armitatead, Amir Shivji, Hugo Barnacle, Christina Lamb, Sean Newsom, Bob Graham, Barry Newcombe, Raymond Keene, Gareth Huw Davies, J S, Rod Liddle, Dr Adnan Pachachi, David Cracknell, Robbie Hudson, Zoe Brennan, Alan Greaves, Stanley Stewart, Cosmo Landesman, Diana Wright, Professor Gldeon Garter, S B, Dominic O'Connell, Peter Koenig, Barry Flatman, Uzi Mahnaimi, Nick Cain, Louise Armitstead, Susan Childs, Francie Clarkson, Tim Moorey, Caroline Donald, Lois Rogers Social Affairs Editor, Professor Colin Blakemore Medical Research Council, Jonathan Makepeace, Miranda Seymour, David Walsh, Donald Reid, Talib Choudhry, Jennifer Harper-Deacon, Stephen Armstrong, John Elliott, Aleks Sierz, Christopher Goodwin, Mark Anstead, Michael Sheridan Far East Correspondent, Jonathan Leake Environment Editor, Richard Woods, Roland White, Shane Watson, Maurice Chittenden, Dr David Bellamy, Richard Brooks Arts Editor, Adam McNicol, Richard Rae, Mark Franchetti, Ray Hutton, Joan Hall, Jon Ungoed-Thomas, Patrick Davidson, Alain De Botton, Charles Hollingsworth, Clare Francis, John_paul Flintoff, Michael Smith, John Harlow, Dileep Premachandran, Geordie Greig's, Chris Haslam, Mark Kleinman, Mark Davies, John Waples, Paul Rowan, Stanley Silver, A A Gill, Matthew Campbell, Brian Glanville, Daniel Foggo, David Horspool, Natalle Graham, Nick Chalk, Stephen Jones Rugby Correspondent, Mary Braid, Simon Jenkins, Minty Clinch, Stephen Pettitt, Will Iredale, Howard Jacobson, T L, Gordon D'Arcy, Imre Karacs, Sally Kinnes, Daniel Emery, Nigel Powell, Roger Dobson, Kevin Duan, Brian Doogan, John Aizlewood, Minette Marrin, J P, Mark Hodson, Andrew Frankel, Graham Norwood, Joe Lovejoy, Jonathan Futrell, David Budworth, Hugh Pearman, Andrew Davidson, Dan Cairns, Louise Wise, David Smith Economics Editor, Charlie Dobson, Sarah Baxter, Joe Challands, Mark Burton, Dr David Keeling, Matthew Goodman, India Knight, Mat Loup, Kate Spicer, Dr Vin Sinnott, Dr Jack Barrett, Philip Lennard, Andy Wood Managing director, Dominic Rushe, Norman T Shepherd, Sian Griffiths, Karen Robinson, G T,

... People Say 1 Am, That's What I'm Net Domino WIGCD162 James Roberts Everything You Know is ...

2006 - Gale Group | Sunday Times HA GDA

Artigo Acesso aberto Revisado por pares

Xiaorui Fu, Nian Cai, Kemin Huang, Huiheng Wang, Ping Wang, Chengcheng Liu, Han Wang,

... dimensional end-to-end fully convolutional network named M-Net is designed to implement this segmentation task. The M-Net is composed of four streams involving two encoder- ... novel loss function is defined to focus the M-Net on hard pixels (difficultly distinguished) in the edges ... and directional. Experimental results indicate that our proposed M-Net is superior to the state-of-the-art ... and hepatolith in the abdominal CT scans. The M-Net can simultaneously segment bile ducts and hepatolith in ...

Tópico(s): Vehicle License Plate Recognition

2019 - Institute of Electrical and Electronics Engineers | IEEE Access

Jornais Acesso aberto

Brian Harrison, Victoria McKee, Robin Oakley and Philip Webster, Jon Ashworth, John E. Harvey, Bob Ross, John Smith, L. K. Gale-Vine, Nick Nuttall, John Fingleton, Alan Ducker, Richard Ford, Home Correspondent, Jasper Rees, Paul Bompard, Sarah Jane Checkland, Saleroom Correspondent, Karen Woolfson, Michael Ranken (Secretary), Ivo Tennant, Ross Tieman, Industrial Correspondent, Philip Howard, Hilary Finch, Ian Murray, Norman De Mesquita, Hylton, Melinda Wittstock, Media Correspondent, Anthony B. M. Good, Carol Leonard, Lynne Truss, Harry Eyres, Richard Streeton, R. S. Fraser, Brian Matthews, Stuart Jones Football Correspondent, Neil Bennett, Banking Correspondent, Martin Fletcher, Michael Dynes Transport Correspondent, Wolfgang Münchau European Business Correspondent, Bruce Clark, Nicholas Wood Political Correspondent, Michael Tate, Norman Hammond, Archaeology Correspondent, Peter Ball, Ruth Gledhill, Caroline Sullivan, Louise Taylor, Rachel Kelly, Robert Seely, Michael Evans, Defence Correspondent, Hugh ApSIMON, Barbara Woodcock, Michael Clark, John O'Leary, David Hands, Peter Barnard, Kate Holley, Ann Lloyd, Conor Cruise O'Brien, Harvey Elliott, Air Correspondent, David Dunstan, Gavin Bell, Andrew McIntosh, Douglas Broom Local Government Correspondent, Harry Debelius, Nicholas Harling, Bryan Gould, Lindsay Cook Money Editor, Dennis Signy, Frank Smith, Lin Jenkins, John O'Leary, Education Correspondent, Geoffrey Wheeler, Mike Thomas, Matthew D'ancona, Education Reporter, Wolfgang Münchau, Robin Oakley, Political Editor, Lindsay Cook, Money Editor, Kerry Gill, Jonathan Prynn, Keith Anderson, President, John Russell Taylor, Raymond Keene, Chess Correspondent, John Mellencamp, Michel Syrett, Richard Evans, Nigel Hawkes, Alice Thomson, Tom Walker and Michael Binyon, Diplomatic Editor, Craig Seton, Martin Searby, Barry Pickthall, Roger Boyes, Ian Ross, Keith MacKlin, Humphry Berkeley, Jamie Dettmer, R. W. Johnson, Christopher Thomas, Philip Webster Chief Political Correspondent, James M. B. Burn, Colin Narbrough, Economics Correspondent, Graham Searjeant Financial Editor, Malcolm McKeag, Mike Rosewell, Richard Evans Racing Correspondent, Alan Lee, Ellen Cranitch, Kenneth Rea, Alan Lee Cricket Correspondent, Richard Beeston, Michael Horsnell and Peter Victor, Michael Phillips, Nadine Meisner, Keith Butt, David Sinclair, Nigel Hawkes Science Editor, Alan Coren, A. Berkeley, Benedict Nightingale, Lulu Yu, Peter Strafford, Jack Bailey, Anne McElvoy, Andrew Finkel, G. A. Higham, John Phillips, Alan Jackson, Harvey Elliott Air Correspondent, Matthew Bond, David Hands, Rugby Correspondent, Adrian Bazar, Colin McQuillan, Oliver Rackham, Richard A. Lea,

... global TV network South African reforms have enabled M-Net, that nation's top glamour stock, to spread ...

1992 - Gale Group | TDA

Artigo Revisado por pares

Min Xu, Chen Tang, Yuxin Shen, Nian Hong, Zhenkun Lei,

... a deep nonlinear CNN model, named as PU-M-Net for phase unwrapping with speckle reduction and structure protection in ESPI. Our PU-M-Net consists of four pathways in "M" shape, and ... abundant skip connections. By this means, our PU-M-Net can improve the flow of deep features, promote ... the proposed loss function, we train the PU-M-Net successfully under a limited training condition. With the ... methods. We also compared it with the PU-M-Net trained by MSE loss function. The performance is ...

Tópico(s): Image Processing Techniques and Applications

2021 - Elsevier BV | Optics and Lasers in Engineering

Jornais Acesso aberto

Michael Evans Defence Correspondent and George Brock, Anthony Harris, Jon Ashworth, Kate Alderson and Robin Stacey, Helen Johnstone, Nick Nuttall, Anatol Lieven, Rob Hughes, Jill Sherman Political Correspondent, Bill Frost, Neil Bennett, Alexandra Frean, Media Correspondent, Sheila Gunn, Political Correspondent, Ivo Tennant, Philip Howard, Ian Murray, James Bone, Nicolas Mellersh, Carl Mortished, Sean Hallahan, Tony Patrick, Tom Walker, Colin Narbrough, World Trade Correspondent, Kevin Eason, Joe Joseph, Bernard Levin, Jeremy Laurance, Health Services Correspondent, Martin Fletcher, Michael Dynes Whitehall Correspondent, Robin Wilson, Jane Bird, John Hopkins, Golf Correspondent, Patricia Tehan, Martin Flanagan, Raymond Keene Chess Correspondent, Rob Hughes Football Correspondent, Matthew May, Ruth Gledhill Religion Correspondent, Peter Waymark, Richard Ford Home Correspondent, Jeremy Laurance Health Services Correspondent, Alan Hamilton, Stuart Jones, Tennis Correspondent, Jenny MacArthur, Michael Clark, Philip Robinson, Keith Pike, David Hands, Charles Bremner, David Guest, S. Solomons, Andrew Wilton, Julie Sefton-Forbes, M. A. S. Winter, Clive Couldwell, Susan Gilchrist, Richard Cork, Margot Norman, Janet Daley, Sir John Morgan, Lindsay Cook Money Editor, Joan Jefferson, President, David Toop, Wolfgang Münchau, Peter Purton, David Powell Athletics Correspondent, Catherine Sampson, Marcus Binney, Susan Hay (Chair), Diane Massey, Peter Davalle, Alan Lee, Cricket Correspondent, John Russell Taylor, Raymond Keene, Chess Correspondent, Alix Ramsay, Paul Wilkinson, Robert Hawley, Peter Bryan, Ben Preston Education Reporter, Richard Evans, Nigel Hawkes, Peter W. Birts, Arthur Leathley and Jonathan Prynn, Andrew Emmerson, Julian Muscat, Richard Duce, Martin Waller, Deputy City Editor, Victor Black, Ross Tieman Industrial Correspondent, Nick Nuttall, Technology Correspondent, Christopher Walker, James Pringle, Mel Webb, Craig Lord, Matthew Parris, Sheila Gunn Political Correspondent, Angus Stirling, Dore Silverman, Peter Riddell, Ben MacIntyre, Sarah Jane Checkland, D. B. Welbourn, John Goodbody Sports News Correspondent, Tony Dawe, Philip Webster and Nicholas Wood, Nadine Meisner, David Sinclair, Melinda Wittstock, Ian Channing, Benedict Nightingale, Earl of Perth, Frances Gibb Legal Correspondent, Michael Evans Defence Correspondent, Jack Bailey, Michael Henderson, Adrian Noble, Michael Evans, John Phillips, Alan Jackson, Keith Ebbutt, Martin Fletcher and Sam Kiley Africa Correspondent, Jonathan Mirsky, Sarah Bagnall Insurance Correspondent, John Watson,

... profit Staveley rises to £24m ACT has £25 m net cash Blacks dives into red Brown & Jackson call ...

1993 - Gale Group | TDA

Artigo Acesso aberto Revisado por pares

Dongming Wei, Lichi Zhang, Zhengwang Wu, Xiaohuan Cao, Gang Li, Dinggang Shen, Qian Wang,

... images. Specifically, we train a morphological simplification network (MS-Net), which can generate a simple image with less anatomical details based on the complex input. With MS-Net, the complexity of the fixed image or the ... thus building an individual (simplification) trajectory represented by MS-Net outputs. Since the generated images at the ends ... obtain superior accuracy on surface alignment. We propose MS-Net as a powerful and flexible tool to simplify ...

Tópico(s): Advanced Image and Video Retrieval Techniques

2019 - Elsevier BV | Pattern Recognition

Artigo Acesso aberto Revisado por pares

Nagaraj Yamanakkanavar, Bumshik Lee,

... In this paper, we propose a patch-wise M-net architecture for the automatic segmentation of brain MRI ... overlapping patches, which are then fed into an M-net model with corresponding ground-truth patches to train ... from brain MRI scans. The proposed patch-wise M-net overcomes the drawbacks of conventional methods and provides greater retention of fine details. The proposed M-net model was trained and tested on the open- ...

Tópico(s): Brain Tumor Detection and Classification

2020 - Institute of Electrical and Electronics Engineers | IEEE Access

Artigo Acesso aberto Revisado por pares

C.S. Hallett, Norm G. Hall,

... net types to those from the 21.5 m net. Equivalence factors were derived on the basis of ... standardization, catches from the 41.5 and 133 m nets consistently underestimated fish densities relative to those from the 21.5 m net. Following standardization, the degree to which fish densities ... and particularly in the case of the 133 m net. For both of the larger nets, standardized estimates ...

Tópico(s): Aquatic Invertebrate Ecology and Behavior

2012 - Elsevier BV | Estuarine Coastal and Shelf Science

Capítulo de livro Revisado por pares

Meet Shah, S. N. Merchant, Suyash P. Awate,

... in expert-raters’ time and effort. We propose MS-Net, a new FCN to significantly reduce supervision cost, ... the form of bounding boxes and landmarks. Our MS-Net enables instance-level segmentation at high spatial resolution, ... precise segmentation. Results on large datasets show that MS-Net segments more accurately at reduced supervision costs, compared ...

Tópico(s): Advanced Image and Video Retrieval Techniques

2018 - Springer Science+Business Media | Lecture notes in computer science

Artigo Acesso aberto Revisado por pares

Amr S. Deaf, Sameh S. Tahoun, Thomas Gentzis, Humberto Carvajal‐Ortiz, Ian C. Harding, John Marshall, Seare Ocubalidet,

... of Abu Tunis 1X constitute a significant 120 m net of the potential SR. The lower Kharita Formation contains 34 m net shale SR of good to very good/excellent ... The upper Kharita is rather important, containing 86 m net shale/carbonate SR that has fair to good ... deltaic intraformational shales and shaley dolostones comprise 80 m net SR, which has mainly fair to good to ...

Tópico(s): Methane Hydrates and Related Phenomena

2019 - Elsevier BV | Marine and Petroleum Geology

Capítulo de livro Acesso aberto

Sukesh Adiga, Jayanthi Sivaswamy,

... trainable Convolutional Neural Network based architecture called FPD-M-net, by posing the fingerprint denoising and inpainting problem ... foreground) task. Our architecture is based on the M-net with a change: structure similarity loss function, used ...

Tópico(s): Forensic Fingerprint Detection Methods

2019 - Springer International Publishing | ˜The œSpringer series on challenges in machine learning

Artigo Revisado por pares

Chenxiu Liu, Chen Tang, Min Xu, Fugui Hao, Zhenkun Lei,

... we propose a method based on a modified M-net convolutional neural network for skeleton extraction from poor, ... pose the problem as a segmentation task. The M-net performs excellent segmentation, and we modify its loss ... skeleton images are used to train the modified M-net. The trained network can extract and inpaint the ...

Tópico(s): Advanced Vision and Imaging

2020 - Optica Publishing Group | Applied Optics

Artigo Acesso aberto Revisado por pares

S. Sreelakshmi, G Malu, Elizabeth Sherly, Robert Mathew,

... work presents a fully automated deep-ensemble architecture, M-Net, for pixel-level semantic segmentation and classification of medical images. The performance of M-Net is evaluated by implementing it on the brain ... s disease from various sources of datasets. The M-Net system successfully segmented the hippocampus region, vulnerable to ...

Tópico(s): Advanced Neural Network Applications

2023 - Elsevier BV | Results in Engineering

Artigo Acesso aberto Revisado por pares

Shihang Yu, Limei Song, Shanchen Pang, Min Wang, Xiao He, Pengfei Xie,

... we propose a novel unsupervised domain adaptation framework (M-Net) for fault diagnosis of rotating machinery, which only requires unlabeled industrial data. The M-Net will be pretrained using the labeled data, which ... results, obtained through experimental comparison, demonstrate that the M-Net can achieve an accuracy of over 99.99% ...

Tópico(s): Non-Destructive Testing Techniques

2024 - Springer Science+Business Media | Complex & Intelligent Systems

Artigo Revisado por pares

Raymond Devillers, Hanna Klaudel, Robert-C. Riemann,

The algebra of M-nets, a high-level class of labelled Petri nets, was introduced in order to cope with the size problem of ... concurrent) procedure call mechanism, are introduced into the M-net calculus.

Tópico(s): Logic, programming, and type systems

2003 - Elsevier BV | Theoretical Computer Science

Artigo Acesso aberto Revisado por pares

Hanna Klaudel, Franck Pommereau,

... surveys the research related to the model of M-nets since it was introduced in 1995. M-nets are high-level labelled Petri nets which can ...

Tópico(s): Business Process Modeling and Analysis

2008 - Springer Science+Business Media | Acta Informatica

Artigo Revisado por pares

David W. DeGroot, W. Larry Kenney,

... of visible sustained shivering. Net metabolic heat production (M(net)), heat debt, predicted change in midregion temperature (DeltaT( ... baseline group differences for T(es), but OS M(net) was lower (OS: 38.0 +/- 1.1; YS: ... differences for T(sk) or I(t), while M(net) remained lower in OS (P < 0.05). The ...

Tópico(s): Infrared Thermography in Medicine

2006 - American Physiological Society | AJP Regulatory Integrative and Comparative Physiology

Capítulo de livro Acesso aberto Revisado por pares

Hanna Klaudel, Franck Pommereau,

... introduction of preemption in a compositional model, called M-nets, which is based on Petri nets and hence ... way to model preemptible systems by extending the M-net model with priorities and the M-net algebra with a preemption operator. We show that ...

Tópico(s): Service-Oriented Architecture and Web Services

2000 - Springer Science+Business Media | Lecture notes in computer science

Artigo Revisado por pares

Jose Net, Tarun Mohan Mirpuri, Michael J. Plaza, Cristina A. Escobar, Elizabeth Whittington, Fernando Collado‐Mesa, Monica Yepes-Rios,

... Education Feature: US Evaluation of Axillary Lymph NodesJose M. Net , Tarun M. Mirpuri, Michael J. Plaza, Cristina A. ... E. Whittington, Fernando Collado-Mesa, Monica M. YepesJose M. Net , Tarun M. Mirpuri, Michael J. Plaza, Cristina A. ... J.M.N. (e-mail: [email protected]).Jose M. Net Tarun M. MirpuriMichael J. PlazaCristina A. EscobarElizabeth E. ...

Tópico(s): Infectious Diseases and Mycology

2014 - Radiological Society of North America | Radiographics

Artigo Revisado por pares

Robin Hale, Gerard L. Buynak, James R. Jackson,

... was lower for neuston nets than for 1-m nets but not significantly different from those of other ... Everett Jordan Lake, North Carolina, neuston and 1-m nets gave similar abundance estimates of Dorosoma spp. on ... in Guist Creek Lake, and neuston and 1-m nets captured threadfin shad D. petenense that exceeded 60 ...

Tópico(s): Aquatic Invertebrate Ecology and Behavior

1995 - Wiley | North American Journal of Fisheries Management

Artigo Revisado por pares

Nen-Fu Huang,

... this paper we introduce the Manhattan Street Network (MS_Net) and show it to be a strong candidate ... speed Metropolitan Area Network (MAN). We compare the MS_Net to other MAN architectures, specifically FDDI and DQDB, ... discuss a number of outstanding problems in the MS_Net and the proposed solutions for them.

Tópico(s): Distributed and Parallel Computing Systems

1995 - Elsevier BV | Computer Communications

Artigo Acesso aberto

Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao,

... paper, we propose a deep learning architecture, named M-Net, which solves the OD and OC segmentation jointly ... a one-stage multi-label system. The proposed M-Net mainly consists of multi-scale input layer, U- ... polar coordinate system. The experiments show that our M-Net system achieves state-of-the-art OD and ...

Tópico(s): Digital Imaging for Blood Diseases

2018 - Institute of Electrical and Electronics Engineers | IEEE Transactions on Medical Imaging

Artigo Revisado por pares

Bin Ji, Jianjun Ren, Xiujuan Zheng, Cong Tan, Rong Ji, Yu Zhao, Kai Liu,

... scale recurrent fully convolution neural network named boldface-M-Net (BM-Net) to identify and segment laryngeal leukoplakia ... networks, including FCN-8s, Seg-Net, U-Net, M-Net, and three other modified networks for segmenting laryngeal ... Net, which inherited the advantages of U-Net, M-Net, and RCL, exhibited overall better performance in laryngeal ...

Tópico(s): Cleft Lip and Palate Research

2020 - Elsevier BV | Biomedical Signal Processing and Control

Artigo Acesso aberto Revisado por pares

Yanglin Tu, Zengwei Yao, Jiao Xu, Yilin Liu, Zhe Zhang,

... Moreover, We assessed the proposed algorithm against FDP-M-net and U-finger in SFinGe synthetic dataset, where FDP-M-net and U-finger are both convolutional neural network ... the average match score improvement ratio of FDP-M-net is 1.39%, U-finger is 14.62%, ...

Tópico(s): Face recognition and analysis

2020 - BioMed Central | BMC Bioinformatics

Artigo Acesso aberto

Quande Liu, Qi Dou, Lequan Yu, Pheng‐Ann Heng,

... paper, we propose a novel multi-site network (MS-Net) for improving prostate segmentation by learning robust representations, ... three heterogeneous prostate MRI datasets demonstrate that our MS-Net improves the performance across all datasets consistently, and ...

Tópico(s): Domain Adaptation and Few-Shot Learning

2020 - Institute of Electrical and Electronics Engineers | IEEE Transactions on Medical Imaging

Artigo Revisado por pares

Shen Fang, V. Prinet, Jianlong Chang, Michael Werman, Chunxia Zhang, Shiming Xiang, Chunhong Pan,

... on DAGC, a Multi-Source Spatio-Temporal Network (MS-Net) is designed, which suffices to integrate long-range ... data as well as multi-modal external information. MS-Net consists of four components: a spatial feature extraction ...

Tópico(s): Traffic control and management

2021 - Institute of Electrical and Electronics Engineers | IEEE Transactions on Intelligent Transportation Systems

Artigo Acesso aberto Revisado por pares

Hongbin Zhang, Xiang Zhong, Zhijie Li, Yanan Chen, Zhiliang Zhu, Jingqin Lv, Chuanxiu Li, Ying Zhou, Guangli Li,

... we propose a novel model called Transformer in M-Net (TiM-Net) based on M-Net, diverse attention mechanisms, and weighted side output layers ...

Tópico(s): Brain Tumor Detection and Classification

2022 - Hindawi Publishing Corporation | Journal of Healthcare Engineering

Artigo Revisado por pares

Mingquan Lin, Mingjie Jiang, Mingbo Zhao, Eranga Ukwatta, James A. White, Bernard Chiu,

... convolutional neural network (CNN) called cascaded triplanar autoencoder M-Net (CTAEM-Net) to segment myocardial scar from 3D ... LV myocardium. Each sub-network contains three autoencoder M-Nets (AEM-Nets) segmenting the axial, sagittal and coronal ...

Tópico(s): Medical Imaging Techniques and Applications

2022 - Institute of Electrical and Electronics Engineers | IEEE Journal of Biomedical and Health Informatics