Artificial Intelligence in Medical Imaging

@article{wachinger2017deepnat,

title = {DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy},

author = {Wachinger, Christian and Reuter, Martin and Klein, Tassilo},

url = {https://arxiv.org/abs/1702.08192},

year  = {2017},

date = {2017-01-01},

urldate = {2017-01-01},

journal = {NeuroImage},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{conjeti2016deep,

title = {Deep Residual Hashing},

author = {Conjeti, Sailesh and Guha Roy, Abhijit and Katouzian, Amin and Navab, Nassir},

year  = {2017},

date = {2017-01-01},

journal = {Accepted at MICCAI 2017},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{roy2017relaynet,

title = {ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network},

author = {Guha Roy, Abhijit and Conjeti, Sailesh and Karri, Sri Phani Krishna and Sheet, Debdoot and Katouzian, Amin and Wachinger, Christian and Navab, Nassir},

url = {https://arxiv.org/abs/1704.02161},

year  = {2017},

date = {2017-01-01},

urldate = {2017-01-01},

journal = {Accepted at Biomedical Optics Express},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{roy2017error,

title = {Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data},

author = {Guha Roy, Abhijit and Conjeti, Sailesh and Sheet, Debdoot and Katouzian, Amin and Navab, Nassir and Wachinger, Christian},

year  = {2017},

date = {2017-01-01},

urldate = {2017-01-01},

journal = {Accepted at MICCAI 2017},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2017does,

title = {Does the late positive component reflect successful reading acquisition? A longitudinal ERP study},

author = {Wachinger, Christian and Volkmer, Susanne and Bublath, Katharina and Bruder, Jennifer and Bartling, J{ü}rgen and Schulte-K{ö}rne, Gerd},

url = {http://wachinger.devweb.mwn.de/wp-content/uploads/2021/04/1-s2.0-S2213158217302565-main1-1.pdf},

year  = {2017},

date = {2017-01-01},

journal = {NeuroImage: Clinical},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2016domain,

title = {Domain adaptation for Alzheimer's disease diagnostics},

author = {Wachinger, Christian and Reuter, Martin},

year  = {2016},

date = {2016-01-01},

urldate = {2016-01-01},

journal = {NeuroImage},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2016efficient,

title = {Efficient Descriptor-Based Segmentation of Parotid Glands with Non-Local Means.},

author = {Wachinger, C and Brennan, M and Sharp, G and Golland, P},

year  = {2016},

date = {2016-01-01},

urldate = {2016-01-01},

journal = {IEEE transactions on bio-medical engineering},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2016whole,

title = {Whole-brain analysis reveals increased neuroanatomical asymmetries in dementia for hippocampus and amygdala},

author = {Wachinger, Christian and Salat, David H and Weiner, Michael and Reuter, Martin and Alzheimer’s Disease Neuroimaging Initiative and others},

year  = {2016},

date = {2016-01-01},

urldate = {2016-01-01},

journal = {Brain},

volume = {139},

number = {12},

pages = {3253--3266},

publisher = {Oxford University Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{conjeti2016supervised,

title = {Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization},

author = {Conjeti, Sailesh and Katouzian, Amin and Guha Roy, Abhijit and Peter, Lo{"i}c and Sheet, Debdoot and Carlier, St{'e}phane and Laine, Andrew and Navab, Nassir},

year  = {2016},

date = {2016-01-01},

journal = {Medical image analysis},

volume = {32},

pages = {1--17},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{conjeti2016domain,

title = {Domain Adapted Model for In Vivo Intravascular Ultrasound Tissue Characterization},

author = {Conjeti, S and Guha Roy, A and Sheet, D and Carlier, S and Syeda-Mahmood, T and Navab, N and Katouzian, A},

year  = {2016},

date = {2016-01-01},

journal = {Computing and Visualization for Intravascular Imaging and Computer-Assisted Stenting},

pages = {157},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2015multi,

title = {Multi-modal robust inverse-consistent linear registration},

author = {Wachinger, Christian and Golland, Polina and Magnain, Caroline and Fischl, Bruce and Reuter, Martin},

year  = {2015},

date = {2015-01-01},

urldate = {2015-01-01},

journal = {Human brain mapping},

volume = {36},

number = {4},

pages = {1365--1380},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2015brainprint,

title = {BrainPrint: A discriminative characterization of brain morphology},

author = {Wachinger, Christian and Golland, Polina and Kremen, William and Fischl, Bruce and Reuter, Martin and Alzheimer's Disease Neuroimaging Initiative and others},

year  = {2015},

date = {2015-01-01},

urldate = {2015-01-01},

journal = {NeuroImage},

volume = {109},

pages = {232--248},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bron2015standardized,

title = {Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge},

author = {Bron, Esther E and Smits, Marion and van der Flier, Wiesje M and Vrenken, Hugo and Barkhof, Frederik and Scheltens, Philip and Papma, Janne M and Steketee, Rebecca ME and Orellana, Carolina M{'e}ndez and Meijboom, Rozanna and others},

year  = {2015},

date = {2015-01-01},

journal = {NeuroImage},

volume = {111},

pages = {562--579},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2015diverse,

title = {Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning},

author = {Wachinger, Christian and Golland, Polina},

year  = {2015},

date = {2015-01-01},

urldate = {2015-01-01},

journal = {arXiv preprint arXiv:1503.03506},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2015sampling,

title = {Sampling from determinantal point processes for scalable manifold learning},

author = {Wachinger, Christian and Golland, Polina},

year  = {2015},

date = {2015-01-01},

urldate = {2015-01-01},

journal = {Information Processing in Medical Imaging. Lecture Notes in Computer Science, Springer},

pages = {687--698},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2015countour,

title = {Countour-Driven Atlas-Based Segmenation},

author = {Wachinger, Christian and Fritscher, Karl and Sharp, Greg and Golland, Polina},

year  = {2015},

date = {2015-01-01},

urldate = {2015-01-01},

journal = {Transactions on medical imaging},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{magnain2014blockface,

title = {Blockface histology with optical coherence tomography: A comparison with Nissl staining},

author = {Magnain, Caroline and Augustinack, Jean C and Reuter, Martin and Wachinger, Christian and Frosch, Matthew P and Ragan, Timothy and Akkin, Taner and Wedeen, Van J and Boas, David A and Fischl, Bruce},

year  = {2014},

date = {2014-01-01},

urldate = {2014-01-01},

journal = {NeuroImage},

volume = {84},

pages = {524--533},

publisher = {Academic Press},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gutierrez2013automatic,

title = {Automatic segmentation of the fetal cerebellum on ultrasound volumes, using a 3D statistical shape model},

author = {Gutierrez-Becker, Benjamin and Cosio, Fernando Arambula and Huerta, Mario E Guzman and Benavides-Serralde, Jesus Andres and Camargo-Marin, Lisbeth and Medina Banuelos, Veronica} journal={Medical & biological engineering & computing},

year  = {2013},

date = {2013-01-01},

volume = {51},

number = {9},

pages = {1021--1030},

publisher = {Springer Berlin Heidelberg},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2013simultaneous,

title = {Simultaneous registration of multiple images: similarity metrics and efficient optimization},

author = {Wachinger, Christian and Navab, Nassir},

year  = {2013},

date = {2013-01-01},

urldate = {2013-01-01},

journal = {Pattern Analysis and Machine Intelligence, IEEE Transactions on},

volume = {35},

number = {5},

pages = {1221--1233},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2013robust,

title = {Robust registration of multi-modal images},

author = {Wachinger, Christian and Golland, Polina and Fischl, Bruce and Reuter, Martin},

year  = {2013},

date = {2013-01-01},

urldate = {2013-01-01},

journal = {Human Brain Mapping},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2012entropy,

title = {Entropy and Laplacian images: Structural representations for multi-modal registration},

author = {Wachinger, Christian and Navab, Nassir},

year  = {2012},

date = {2012-01-01},

urldate = {2012-01-01},

journal = {Medical Image Analysis},

volume = {16},

number = {1},

pages = {1--17},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{mateus2012learning,

title = {Learning manifolds: design analysis for medical applications},

author = {Mateus, Diana and Wachinger, Christian and Atasoy, Selen and Schwarz, Loren and Navab, Nassir},

year  = {2012},

date = {2012-01-01},

urldate = {2012-01-01},

journal = {Machine Learning in Computer-Aided Diagnosis: Medical Imaging Intelligence and Analysis: Medical Imaging Intelligence and Analysis},

pages = {374},

publisher = {IGI Global},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger20122d,

title = {The 2D analytic signal for envelope detection and feature extraction on ultrasound images},

author = {Wachinger, Christian and Klein, Tassilo and Navab, Nassir},

year  = {2012},

date = {2012-01-01},

urldate = {2012-01-01},

journal = {Medical Image Analysis},

volume = {16},

number = {6},

pages = {1073--1084},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2012locally,

title = {Locally adaptive Nakagami-based ultrasound similarity measures},

author = {Wachinger, Christian and Klein, Tassilo and Navab, Nassir},

year  = {2012},

date = {2012-01-01},

urldate = {2012-01-01},

journal = {Ultrasonics},

volume = {52},

number = {4},

pages = {547--554},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{wachinger2012manifold,

title = {Manifold learning for image-based breathing gating in ultrasound and MRI},

author = {Wachinger, Christian and Yigitsoy, Mehmet and Rijkhorst, Erik-Jan and Navab, Nassir},

year  = {2012},

date = {2012-01-01},

urldate = {2012-01-01},

journal = {Medical Image Analysis},

volume = {16},

number = {4},

pages = {806--818},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}