Medical Image Computing Publications

Journals

  1. Depping MS, Nolte HM, Hirjak D, Palm E, Hofer S, Stieltjes B, Maier-Hein K, Sambataro F, Wolf RC, Thomann PA. Cerebellar volume change in response to electroconvulsive therapy in patients with major depression. Prog Neuropsychopharmacol Biol Psychiatry. 2017 Feb 6;73:31-5.
  2. Hirjak D, Wolf RC, Pfeifer B, Kubera KM, Thomann AK, Seidl U, Maier-Hein KH, Schröder J, Thomann PA. Cortical signature of clock drawing performance in Alzheimer's disease and mild cognitive impairment. J Psychiatr Res. 2017 Feb 22;90:133-42.
  3. Bach M. Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures. PLOS ONE. 2017 Jun;
  4. Petersen J, Bendszus M, Debus J, Heiland S, Maier-Hein KH. Effective user interaction in online interactive semantic segmentation of glioblastoma magnetic resonance imaging. JMI, JMIOBU [Internet]. 2017 Aug [cited 2017 Aug 24];4(3):034001. Available from: https://www.spiedigitallibrary.org/journals/Journal-of-Medical-Imaging/volume-4/issue-3/034001/Effective-user-interaction-in-online-interactive-semantic-segmentation-of-glioblastoma/10.1117/1.JMI.4.3.034001.short
  5. Neher PF, Côté M-A, Houde J-C, Descoteaux M, Maier-Hein KH. Fiber tractography using machine learning. NeuroImage [Internet]. 2017 Sep;158:417-29. Available from: http://linkinghub.elsevier.com/retrieve/pii/S1053811917305967
  6. Hirjak D, Wolf RC, Pfeifer B, Seidl U, Thomann AK, Kubera KM, Schröder J, Maier-Hein KH, Thomann PA. Hippocampal formation alterations differently contribute to Autobiographic memory deficits in Mild Cognitive Impairment and Alzheimer's Disease. Hippocampus. 2017 Mar 9;
  7. Bickelhaupt S, Tesdorff J, Laun FB, Kuder TA, Lederer W, Teiner S, Maier-Hein K, Daniel H, Stieber A, Delorme S, Schlemmer H-P. Independent value of image fusion in unenhanced breast MRI using diffusion-weighted and morphological T2-weighted images for lesion characterization in patients with recently detected BI-RADS 4/5 x-ray mammography findings. Eur Radiol. 2017 Feb;27(2):562-9.
  8. Thomann PA, Wolf RC, Nolte HM, Hirjak D, Hofer S, Seidl U, Depping MS, Stieltjes B, Maier-Hein K, Sambataro F, Wüstenberg T. Neuromodulation in response to electroconvulsive therapy in schizophrenia and major depression. Brain Stimul. 2017 Jan 16;
  9. Bickelhaupt S, Paech D, Kickingereder P, Steudle F, Lederer W, Daniel H, Götz M, Gählert N, Tichy D, Wiesenfarth M, Laun FB, Maier-Hein KH, Schlemmer H-P, Bonekamp D. Prediction of malignancy by a radiomic signature from contrast agent-free diffusion MRI in suspicious breast lesions found on screening mammography. J Magn Reson Imaging. 2017 Aug;46(2):604-16.
  10. Ingrisch M, Schneider MJ, Nörenberg D, Negrao de Figueiredo G, Maier-Hein K, Suchorska B, Schüller U, Albert N, Brückmann H, Reiser M, Tonn J-C, Ertl-Wagner B. Radiomic Analysis Reveals Prognostic Information in T1-Weighted Baseline Magnetic Resonance Imaging in Patients With Glioblastoma. Invest Radiol. 2017 Jun;52(6):360-6.
  11. Wagner F, Laun FB, Kuder TA, Mlynarska A, Maier F, Faust J, Demberg K, Lindemann L, Rivkin B, Nagel AM, Ladd ME, Maier-Hein K, Bickelhaupt S, Bach M. Temperature and concentration calibration of aqueous polyvinylpyrrolidone (PVP) solutions for isotropic diffusion MRI phantoms. PLoS ONE. 2017;12(6):e0179276.
  12. Hirjak D, Sambataro F, Remmele B, Kubera KM, Schröder J, Seidl U, Thomann AK, Maier-Hein KH, Wolf RC, Thomann PA. The relevance of hippocampal subfield integrity and clock drawing test performance for the diagnosis of Alzheimer's Disease and Mild Cognitive Impairment. World J Biol Psychiatry. 2017 Jul 19;1-32.
  13. Hirjak D, Thomann PA, Wolf RC, Kubera KM, Goch C, Hering J, Maier-Hein KH. White matter microstructure variations contribute to neurological soft signs in healthy adults. Hum Brain Mapp. 2017 Apr 21;
  14. Norajitra T, Maier-Hein K. 3D Statistical Shape Models incorporating Landmark-wise Random Regression Forests for Omni-directional Landmark Detection. IEEE Trans Med Imaging. 2016 Aug 16;
  15. Hering J, Laun FB, Lederer W, Daniel H, Kuder TA, Stieber A, Delorme S, Maier-Hein KH, Schlemmer H-P, Bickelhaupt S. Applicability and discriminative value of a semiautomatic three-dimensional spherical volume for the assessment of the apparent diffusion coefficient in suspicious breast lesions-feasibility study. Clin Imaging. 2016 Sep 4;40(6):1280-5.
  16. Hirjak D, Thomann AK, Kubera KM, Wolf RC, Jeung H, Maier-Hein KH, Thomann PA. Cortical folding patterns are associated with impulsivity in healthy young adults. Brain Imaging Behav. 2016 Oct 14;
  17. Goetz M, Weber C, Binczyk F, Polanska J, Tarnawski R, Bobek-Billewicz B, Koethe U, Kleesiek J, Stieltjes B, Maier-Hein KH. DALSA: Domain Adaptation for Supervised Learning From Sparsely Annotated MR Images. IEEE Trans Med Imaging. 2016 Jan;35(1):184-96.
  18. Kleesiek J, Urban G, Hubert A, Schwarz D, Maier-Hein K, Bendszus M, Biller A. Deep MRI brain extraction: A 3D convolutional neural network for skull stripping. Neuroimage. 2016 Apr 1;129:460-9.
  19. Scherer M, Cordes J, Younsi A, Sahin Y-A, Götz M, Möhlenbruch M, Stock C, Bösel J, Unterberg A, Maier-Hein K, Orakcioglu B. Development and Validation of an Automatic Segmentation Algorithm for Quantification of Intracerebral Hemorrhage. Stroke. 2016 Nov;47(11):2776-82.
  20. Freitag MT, Maier-Hein KH, Binczyk F, Laun FB, Weber C, Bonekamp D, Tarnawski R, Bobek-Billewicz B, Polanska J, Majchrzak H, Stieltjes B. Early Detection of Malignant Transformation in Resected WHO II Low-Grade Glioma Using Diffusion Tensor-Derived Quantitative Measures. PLOS ONE [Internet]. 2016 10 [cited 2017 Mar 30];11(10):e0164679. Available from: http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0164679
  21. Maier O, Menze BH, von der Gablentz J, Häni L, Heinrich MP, Liebrand M, Winzeck S, Basit A, Bentley P, Chen L, Christiaens D, Dutil F, Egger K, Feng C, Glocker B, Götz M, Haeck T, Halme H-L, Havaei M, Iftekharuddin KM, Jodoin P-M, Kamnitsas K, Kellner E, Korvenoja A, Larochelle H, Ledig C, Lee J-H, Maes F, Mahmood Q, Maier-Hein KH, McKinley R, Muschelli J, Pal C, Pei L, Rangarajan JR, Reza SMS, Robben D, Rueckert D, Salli E, Suetens P, Wang C-W, Wilms M, Kirschke JS, Krämer UM, Münte TF, Schramm P, Wiest R, Handels H, Reyes M. ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI. Med Image Anal. 2016 Jul 21;35:250-69.
  22. Klauß M, Maier-Hein K, Tjaden C, Hackert T, Grenacher L, Stieltjes B. IVIM DW-MRI of autoimmune pancreatitis: therapy monitoring and differentiation from pancreatic cancer. Eur Radiol. 2016 Jul;26(7):2099-106.
  23. Klauss M, Mayer P, Maier-Hein K, Laun FB, Mehrabi A, Kauczor H-U, Stieltjes B. IVIM-diffusion-MRI for the differentiation of solid benign and malign hypervascular liver lesions-Evaluation with two different MR scanners. Eur J Radiol. 2016 Jul;85(7):1289-94.
  24. Kickingereder P, Götz M, Muschelli J, Wick A, Neuberger U, Shinohara RT, Sill M, Nowosielski M, Schlemmer H-P, Radbruch A, Wick W, Bendszus M, Maier-Hein KH, Bonekamp D. Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response. Clin Cancer Res. 2016 Oct 10;
  25. Binczyk F, Stjelties B, Weber C, Goetz M, Meier-Hein K, Meinzer H-P, Bobek-Billewicz B, Tarnawski R, Polanska J. MiMSeg - an algorithm for automated detection of tumor tissue on NMR apparent diffusion coefficient maps. Information Sciences [Internet]. 2016 [cited 2016 Dec 13]; Available from: http://www.sciencedirect.com/science/article/pii/S0020025516305345
  26. Hering J, Wolf I, Maier-Hein K. Multi-objective Memetic Search for Robust Motion and Distortion Correction in Diffusion MRI. IEEE Trans Med Imaging. 2016 Apr 21;
  27. Hirjak D, Wolf RC, Paternoga I, Kubera KM, Thomann AK, Stieltjes B, Maier-Hein KH, Thomann PA. Neuroanatomical Markers of Neurological Soft Signs in Recent-Onset Schizophrenia and Asperger-Syndrome. Brain Topogr. 2016 May;29(3):382-94.
  28. Kickingereder P, Burth S, Wick A, Götz M, Eidel O, Schlemmer H-P, Maier-Hein KH, Wick W, Bendszus M, Radbruch A, Bonekamp D. Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models. Radiology. 2016 Jun 20;160845.
  29. Kolb C, Wetscherek A, Buzan MT, Werner R, Rank CM, Kachelrie M, Kreuter M, Dinkel J, Heuel CP, Maier-Hein K. Regional Lung Ventilation Analysis Using Temporally Resolved Magnetic Resonance Imaging. J Comput Assist Tomogr. 2016 Jun 22;
  30. Wolf RC, Nolte HM, Hirjak D, Hofer S, Seidl U, Depping MS, Stieltjes B, Maier-Hein K, Sambataro F, Thomann PA. Structural network changes in patients with major depression and schizophrenia treated with electroconvulsive therapy. Eur Neuropsychopharmacol. 2016 Sep;26(9):1465-74.
  31. Kleesiek J, Petersen J, Döring M, Maier-Hein K, Köthe U, Wick W, Hamprecht FA, Bendszus M, Biller A. Virtual Raters for Reproducible and Objective Assessments in Radiology. Sci Rep [Internet]. 2016 Apr 27 [cited 2017 Mar 30];6. Available from: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4846987/
  32. Pujol S, Wells W, Pierpaoli C, Brun C, Gee J, Cheng G, Vemuri B, Commowick O, Prima S, Stamm A, Goubran M, Khan A, Peters T, Neher P, Maier-Hein KH, Shi Y, Tristan-Vega A, Veni G, Whitaker R, Styner M, Westin C-F, Gouttard S, Norton I, Chauvin L, Mamata H, Gerig G, Nabavi A, Golby A, Kikinis R. The DTI Challenge: Toward Standardized Evaluation of Diffusion Tensor Imaging Tractography for Neurosurgery. J Neuroimaging. 2015 Nov-Dec;25(6):875-82.
  33. Klauß M, Mayer P, Bergmann F, Maier-Hein K, Hase J, Hackert T, Kauczor H-U, Grenacher L, Stieltjes B. Correlation of Histological Vessel Characteristics and Diffusion-Weighted Imaging Intravoxel Incoherent Motion-Derived Parameters in Pancreatic Ductal Adenocarcinomas and Pancreatic Neuroendocrine Tumors. Invest Radiol. 2015 Nov;50(11):792-7.
  34. Hirjak D, Wolf RC, Kubera KM, Stieltjes B, Maier-Hein KH, Thomann PA. Neurological soft signs in recent-onset schizophrenia: Focus on the cerebellum. Prog Neuropsychopharmacol Biol Psychiatry. 2015 Jan 29;60:18-25.
  35. Neher PF, Descoteaux M, Houde J-C, Stieltjes B, Maier-Hein KH. Strengths and weaknesses of state of the art fiber tractography pipelines - A comprehensive in-vivo and phantom evaluation study using Tractometer. Medical Image Analysis [Internet]. 2015 Dec [cited 2015 Nov 30];26(1):287-305. Available from: http://www.sciencedirect.com/science/article/pii/S136184151500153X
  36. Maier-Hein KH, Westin C-F, Shenton ME, Weiner MW, Raj A, Thomann P, Kikinis R, Stieltjes B, Pasternak O. Widespread white matter degeneration preceding the onset of dementia. Alzheimer's & Dementia [Internet]. 2015 May [cited 2015 May 27];11(5):485-93.e2. Available from: http://www.sciencedirect.com/science/article/pii/S1552526014006487
  37. Kuru TH, Roethke MC, Stieltjes B, Maier-Hein K, Schlemmer H-P, Hadaschik BA, Fenchel M. Intravoxel incoherent motion (IVIM) diffusion imaging in prostate cancer - what does it add? J Comput Assist Tomogr. 2014 Jul-Aug;38(4):558-64.
  38. Maier-Hein KH, Brunner R, Lutz K, Henze R, Parzer P, Feigl N, Kramer J, Meinzer H-P, Resch F, Stieltjes B. Disorder-specific white matter alterations in adolescent borderline personality disorder. Biol Psychiatry. 2014 Jan 1;75(1):81-8.
  39. Fletcher E, Carmichael O, Pasternak O, Maier-Hein KH, DeCarli C. Early Brain Loss in Circuits Affected by Alzheimer's Disease is Predicted by Fornix Microstructure but may be Independent of Gray Matter. Front Aging Neurosci. 2014;6:106.
  40. Neher PF, Laun FB, Stieltjes B, Maier-Hein KH. Fiberfox: facilitating the creation of realistic white matter software phantoms. Magn Reson Med. 2014 Nov;72(5):1460-70.
  41. Bach M, Laun FB, Leemans A, Tax CMW, Biessels GJ, Stieltjes B, Maier-Hein KH. Methodological considerations on tract-based spatial statistics (TBSS). Neuroimage. 2014 Oct 15;100:358-69.
  42. Hauser T, Essig M, Jensen A, Laun FB, Münter M, Maier-Hein KH, Stieltjes B. Prediction of treatment response in head and neck carcinomas using IVIM-DWI: Evaluation of lymph node metastasis. Eur J Radiol. 2014 May;83(5):783-7.
  43. Goch CJ, Stieltjes B, Henze R, Hering J, Poustka L, Meinzer H-P, Maier-Hein KH. Quantification of changes in language-related brain areas in autism spectrum disorders using large-scale network analysis. Int J Comput Assist Radiol Surg. 2014 May;9(3):357-65.
  44. Debus C, Combs S, Floca R, Maier-Hein K, Nolden M, Schwager C, Radbruch A, Lutz K, Jäkel O, Wick W, others. The Battle Between Amino Acid PET and Functional MRI: Precision of Tumor Delineation Examined by Glioma Progression Pattern After Radiation Therapy. International Journal of Radiation Oncology, Biology, Physics. 2014;90(1):290-1.
  45. Bäuerle T, Seyler L, Münter M, Jensen A, Brand K, Maier-Hein* KH, Kopp-Schneider A, Schüssler M, Schlemmer HP, Stieltjes B, Ganten M. Diffusion-weighted imaging in rectal carcinoma patients without and after chemoradiotherapy: a comparative study with histology. Eur J Radiol. 2013 Mar;82(3):444-52.
  46. Bach M, Maier-Hein (ne Fritzsche) KH, Stieltjes B, Laun FB. Investigation of resolution effects using a specialized diffusion tensor phantom. Magn Reson Med. 2013 May 8;
  47. Freitag MT, van Bruggen T, Maier-Hein* KH, Henze R, Brunner R, Parzer P, Resch F, Stieltjes B. Reduced lateralization in early onset schizophrenia. Neurosci Lett. 2013 Mar 14;537:23-8.
  48. Nolden M, Zelzer S, Seitel A, Wald D, Müller M, Franz AM, Maleike D, Fangerau M, Baumhauer M, Maier-Hein L, Maier-Hein KH, Meinzer H-P, Wolf I. The Medical Imaging Interaction Toolkit: challenges and advances : 10 years of open-source development. Int J Comput Assist Radiol Surg. 2013 Jul;8(4):607-20.
  49. Ganten M-K, Schuessler M, Bäuerle T, Muenter M, Schlemmer H-P, Jensen A, Brand K, Dueck M, Dinkel J, Kopp-Schneider A, Maier-Hein* K, Stieltjes B. The role of perfusion effects in monitoring of chemoradiotherapy of rectal carcinoma using diffusion-weighted imaging. Cancer Imaging. 2013;13(4):548-56.
  50. Deserno TM, Handels H, Maier-Hein* KH, Mersmann S, Palm C, Tolxdorff T, Wagenknecht G, Wittenberg T. Viewpoints on Medical Image Processing: From Science to Application. Current medical imaging reviews. 2013;9(2):79.
  51. van Bruggen T, Stieltjes B, Thomann PA, Parzer P, Meinzer H-P, Maier-Hein* KH. Do Alzheimer-specific microstructural changes in mild cognitive impairment predict conversion? Psychiatry Res. 2012 Aug-Sep;203(2-3):184-93.
  52. Simon D, Maier-Hein* KH, Thieke C, Klein J, Parzer P, Weber M-A, Stieltjes B. Diffusion-weighted imaging-based probabilistic segmentation of high- and low-proliferative areas in high-grade gliomas. Cancer Imaging. 2012;12:89-99.
  53. Maier-Hein* KH, Neher PF, Reicht I, van Bruggen T, Goch C, Reisert M, Nolden M, Zelzer S, Meinzer H-P, Stieltjes B. MITK diffusion imaging. Methods Inf Med. 2012;51(5):441-8.
  54. Seitel A, Engel M, Sommer CM, Radeleff BA, Essert-Villard C, Baegert C, Fangerau M, Maier-Hein* KH, Yung K, Meinzer H-P, Maier-Hein L. Computer-assisted trajectory planning for percutaneous needle insertions. Med Phys. 2011 Jun;38(6):3246-59.
  55. Laun FB, Maier-Hein* KH, Kuder TA, Stieltjes B. [Introduction to the basic principles and techniques of diffusion-weighted imaging]. Radiologe. 2011 Mar;51(3):170-9.
  56. Moussavi-Biugui A, Stieltjes B, Maier-Hein* K, Semmler W, Laun FB. Novel spherical phantoms for Q-ball imaging under in vivo conditions. Magn Reson Med. 2011 Jan;65(1):190-4.
  57. Maier-Hein* KH, Stieltjes B, Schlindwein S, van Bruggen T, Essig M, Meinzer H-P. Automated MR morphometry to predict Alzheimer's disease in mild cognitive impairment. Int J Comput Assist Radiol Surg. 2010 Nov;5(6):623-32.
  58. Maier-Hein* KH, Laun FB, Meinzer H-P, Stieltjes B. Opportunities and pitfalls in the quantification of fiber integrity: what can we gain from Q-ball imaging? Neuroimage. 2010 May 15;51(1):242-51.
  59. Stein D, Maier-Hein* KH, Nolden M, Meinzer HP, Wolf I. The extensible open-source rigid and affine image registration module of the Medical Imaging Interaction Toolkit (MITK). Comput Methods Programs Biomed. 2010 Oct;100(1):79-86.
  60. Maier-Hein* KH, Meinzer H-P. Numerical Q-ball image reconstruction: an {ITK} implementation. Insight J [Internet]. 2009; Available from: http://hdl.handle.net/10380/3057
  61. Maier-Hein* KH, von Wangenheim A, Abdala DD, Meinzer H-P. A computational method for the estimation of atrophic changes in Alzheimer's disease and mild cognitive impairment. Comput Med Imaging Graph. 2008 Jun;32(4):294-303.

International conferences

  1. Petersen J, Bendszus M, Debus J, Heiland S, Maier-Hein (ne Fritzsche) KH. Effective User Guidance in an Online Interactive Semantic Segmentation. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2017.
  2. Goetz M, Heim E, Maerz K, Norajitra T, Hafezi M, Fard N, Mehrabi A, Knoll M, Weber C, Maier-Hein L, Maier-Hein KH. A learning-based, fully automatic liver tumor segmentation pipeline based on sparsely annotated training data. In: SPIE Medical Imaging. 2016.
  3. Petersen J, Bendszus M, Debus J, Heiland S, Maier-Hein (ne Fritzsche) KH. A Software Application for Interactive Medical Image Segmentation with Active User Guidance. In: Proceedings of the MICCAI 2016 Interactive Medical Image Computing Workshop. Athens, Greece: Springer; 2016.
  4. Maier-Hein L, Ross T, Gröhl J, Glocker B, Bodenstedt S, Stock C, Heim E, Götz M, Wirkert S, Kenngott H, Speidel S, Maier-Hein KH. Crowd-algorithm collaboration for large-scale endoscopic image annotation with confidence. In: Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2016. Springer International Publishing; 2016. (Lecture Notes in Computer Science).
  5. Descoteaux, M., Sidhu J, Garyfallidis, E., Houde, J. C., Neher, P. F., Stieltjes, B., Maier-Hein, K. H. False positive bundles in tractography. In: In Proceedings of Annual Meeting ISMRM. Singapore; 2016.
  6. Kickingereder P, Götz M, Muschelli J, Wick A, Neuberger U, Shinohara R, Radbruch A, Schlemmer H-P, Wick W, Bendszus M, Maier-Hein K, Bonekamp D. Large-scale radiomic profiling of glioblastoma identifies an imaging signature for predicting and stratifying antiangiogenic treatment response. In: In Proceedings of Annual Meeting ISMRM. Singapore; 2016.
  7. Goetz M, Skornitzke S, Weber C, Fritz F, Mayer P, Koell M, Stiller W, Maier-Hein KH. Machine-Learning based Comparison of CT-Perfusion maps and Dual Energy CT for Pancreatic Tumor Detection. In: SPIE Medical Imaging. 2016. (International Society for Optics and Photonics).
  8. Götz M, Weber C, Maier-Hein K. Similarity based fusion of multiple Regions of Interests for MR sequence evaluation. In: In Proceedings of Annual Meeting ISMRM. Singapore; 2016.
  9. Norajitra T, Meinzer H-P, Maier-Hein KH. 3D Statistical Shape Models incorporating 3D Random Forest Regression Voting for Robust CT Liver Segmentation. In: SPIE Medical Imaging. Orlando, USA: International Society for Optics and Photonics; 2015.
  10. Neher PF, Götz, Michael, Norajitra T, Weber, Christian, Maier-Hein* KH. A machine learning based approach to fiber tractography. In: In Proceedings of Annual Meeting ISMRM. Toronto; 2015.
  11. Neher PF, Götz M, Norajitra T, Weber C, Maier-Hein KH. A Machine Learning Based Approach to Fiber Tractography Using Classifier Voting. In: Navab N, Hornegger J, Wells WM, Frangi AF, editors. Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 [Internet]. Springer International Publishing; 2015 [cited 2016 May 12]. p. 45-52. (Lecture Notes in Computer Science). Available from: http://link.springer.com/chapter/10.1007/978-3-319-24553-9_6
  12. Norajitra T, Meinzer H-P, Maier-Hein KH. 3D Regression Voting on CT-Volumes of the Human Liver for SSM Surface Appearance Modeling. In: Shape 2014 - Symposium on Statistical Shape Models and Applications. Delémont, Switzerland; 2014.
  13. Hering J, Wolf I, Meinzer H-P, Stieltjes B, Maier-Hein KH. A Quantitative Evaluation of Errors Induced by Reduced Field-of-View in Diffusion Tensor Imaging. In: Computational Diffusion MRI and Brain Connectivity. Springer; 2014. p. 35-44.
  14. Norajitra T, Meinzer H-P, Stieltjes B, Maier-Hein KH. Active shape models incorporating isolated landmarks for medical image annotation. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2014. p. 90353J - 90353J.
  15. Weber, Christian, M. Götz, B. Stieltjes, J. Polanska, F. Binczyk, R. Tarnawski, Bobek-Billewicz, B., Maier-Hein, Klaus H. Brain Tumor Progression Modeling - A Data Driven Approach. In: In Proceedings MICCAI Workshop on Image-Guided Adaptive Radiation Therapy. 2014.
  16. Hering J, Neher PF, Meinzer H-P, Maier-Hein KH. Construction of ground-truth data for head motion correction in diffusion MRI. In: In Proceedings of Annual Meeting ISMRM. Milano; 2014.
  17. Hering J, Neher PF, Stieltjes B, Maier-Hein KH. DTI Tractography Challenge 2014 - MITK Global Tractography. In: In Proceedings of 2014 MICCAI Tractography Challenge. Boston, USA; 2014.
  18. Götz M, Weber C, Blöcher J, Stieltjes B, Meinzer H-P, Maier-Hein KH. Extremely randomized trees based brain tumor segmentation. In: In Proceedings of MICCAI 2014 Brain Tumor Segmentation Challenge. Boston, USA; 2014.
  19. Neher PF, Laun FB, Stieltjes B, Maier-Hein KH. Fiberfox: an extensible system for generating realistic white matter software phantoms. In: Computational Diffusion MRI and Brain Connectivity. Springer; 2014. p. 105-13.
  20. Goch CJ, Oztan B, Stieltjes B, Henze R, Hering J, Poustka L, Meinzer H-P, Yener B, Maier-Hein KH. Global Changes in the Connectome in Autism Spectrum Disorders. In: Computational Diffusion MRI and Brain Connectivity. Springer; 2014. p. 239-47.
  21. Götz, Michael, Weber, Christian, Stieltjes, Bram, Maier-Hein KH. Learning from Small Amounts of Labeled Data in a Brain Tumor Classification Task. In: Second Workshop on Transfer and Multi-Task Learning: Theory meets Practice. Montreal, Canada; 2014. (Neural Information Processing Systems (NIPS)).
  22. Hering J, Wolf I, Meinzer H-P, Maier-Hein KH. Model-based motion correction of reduced field of view diffusion MRI data. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2014. p. 90381L - 90381L.
  23. Tobisch A, Neher PF, Rowe MC, Maier-Hein KH, Zhang H. Model-Based Super-Resolution of Diffusion MRI. In: Computational Diffusion MRI and Brain Connectivity. Springer; 2014. p. 25-34.
  24. Freitag M, Weber C, Maier-Hein K, Tarnawski R, Bobek-Billewicz B, Binczyck F, Polanska J, Stieltjes B. Multiparametrical diffusion weighted imaging for the detection of anaplastic transformation of low-grade gliomas. In: Cancer Imaging. 2014. p. S11.
  25. Freitag, Martin, Weber, Christian, Maier-Hein, Klaus H., Tarnawski, R., Bobek-Billewicz, B., Binczyck, F., Polanska, J., Stieltjes, Bram. Multiparametrical diffusion weighted imaging for the detection of anaplastic transformation of low-grade gliomas. In: In Proceedings of European Congress Radiology [Internet]. 2014 [cited 2014 Oct 30]. p. C - 2130. Available from: http://dx.doi.org/10.1594/ecr2014/C-2130
  26. Kolb C, Dinkel, Julien, Bauman G, Wetscherek A, Biederer J, Maier-Hein KH. Regional quantitative analysis of ventilation and elasticity in the lung parenchyma using  temporally resolved MRI images. In: Annual Scientific Meeting of the European Society of Thoracic Imaging. Amsterdam, The Netherlands; 2014.
  27. Weber C, Stieltjes B, Polanska J, Binczyck F, Tarnawski R, Bobek-Billewicz B, Rodi T, Regnery S, Maier-Hein KH. Tumor Progression Mapping: An Intuitive Visualization of Glioblastoma Progression in MR Follow-ups. In: In Proceedings of Annual Meeting ISMRM. Milano; 2014.
  28. Gemmeke P, Maleshkova M, Philipp P, Götz M, Weber C, Kämpgen B, Nolden M, Maier-Hein K, Rettinger A. Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images. In: Fifth International Workshop on Consuming Linked Data (COLD2014). Riva del Garda, Italy; 2014.
  29. Cordes J, Neher PF, Meinzer H-P, Stieltjes B, Maier-Hein KH. What do we gain from multiple q-shell acquistions in high angular resolution diffusion imaging? In: In Proceedings of Annual Meeting ISMRM. Milano; 2014.
  30. Neher PF, Stieltjes B, Wolf I, Meinzer H-P, Maier-Hein KH. Analysis of tractography biases introduced by anisotropic voxels. In: In Proceedings of Annual Meeting ISMRM. Salt Lake City; 2013.
  31. Neher PF, Stieltjes B, Wolf I, Meinzer H-P, Maier-Hein KH. Assessment of local fiber plausibility using a HARDI based reference. In: In Proceedings of Annual Meeting ISMRM. Salt Lake City; 2013.
  32. Maier-Hein* KH, Goch CJ, Meinzer H-P, Stieltjes B. Betweenness Centrality - Integrating Network Architecture Beyond the Immediate Neighborhood. In: ISMRM Scientific Workshop - Diffusion as a Probe of Neural Tissue Microstructure. Podstrana, Croatia; 2013.
  33. Neher PF, Stieltjes B, Reisert M, Meinzer H-P, Maier-Hein KH. DTI Tractography Challenge 2013 - MITK Global Tractography. In: In Proceedings of 2013 MICCAI Tractography Challenge. Nagoya, Japan; 2013.
  34. Neher PF, Stieltjes B, Laun FB, Meinzer H-P, Maier-Hein* KH. Fiberfox: A novel tool to generate software phantoms of complex fiber geometries. In: In Proceedings of Annual Meeting ISMRM. Salt Lake City; 2013.
  35. Maier-Hein* KH, Westin C-F, Meinzer H-P, Stieltjes B, Pasternak O. Free-water correction reveals wide spread differences between stable and converting MCI subjects. In: In Proceedings of Annual Meeting ISMRM. Salt Lake City; 2013.
  36. van Bruggen T, Zhang H, Pasternak O, Meinzer H-P, Stieltjes B, Maier-Hein* KH. Free-water elimination for assessing microstructural gray matter pathology-with application to Alzheimer's Disease. In: In Proceedings of Annual Meeting ISMRM. Salt Lake City; 2013.
  37. Goch CJ, Stieltjes B, Henze R, Hering J, Meinzer H-P, Maier-Hein* KH. Reduced centrality of Wernicke's area in autism. In: SPIE Medical Imaging. USA: International Society for Optics and Photonics; 2013. p. 867223-867223.
  38. Bach M, Stieltjes B, Laun FB, Leemans A, Maier-Hein* KH. Voxel Misassignments and Their Consequences in DTI Skeleton-Based Group Analyses. In: In Proceedings of Annual Meeting ISMRM. Salt Lake City; 2013.
  39. Maier-Hein* KH, Stieltjes B, Van Bruggen T, Meinzer H-P, Westin C-F, Pasternak O. A combined approach for the elimination of partial volume effects in diffusion MRI. In: In Proceedings of Annual Meeting ISMRM. Melbourne, Australia; 2012.
  40. Bach M, Maier-Hein* KH, Minjoli S, Stieltjes B, Laun FB. A High Resolution Tractography Phantom. In: In Proceedings of Annual Meeting ISMRM. Melbourne, Australia; 2012.
  41. Neher PF, Stieltjes B, Reisert M, Meinzer H-P, Maier-Hein* KH. DTI Tractography Challenge 2012 - MITK Global Tractography. In: In Proceedings of 2012 MICCAI Tractography Challenge. 2012.
  42. Maier-Hein* KH, Brunner R, Henze R, Meinzer H-P, Stieltjes B. Exploration of microstructural abnormalities in borderline personality disorder. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2012. p. 831709-831709.
  43. Neher PF, Stieltjes B, Reisert M, Reicht I, Meinzer H-P, Maier-Hein* KH. MITK global tractography. In: SPIE medical imaging. International Society for Optics and Photonics; 2012. p. 83144D - 83144D.
  44. Bach M, Stieltjes B, Maier-Hein* KH, Semmler W, Laun FB. A diffusion tensor resolution phantom. In: In Proceedings of Annual Meeting ISMRM. Montreal, Canada; 2011.
  45. Van Bruggen T, Stieltjes B, Meinzer H-P, Maier-Hein* KH. A retrospective study of white matter integrity in mild cognitive impairment. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2011. p. 796515-796515.
  46. Maier-Hein* KH, Nolden M, Meinzer H-P, Stieltjes B. Diffusion imaging in the Medical Imaging Interaction Toolkit (MITK). In: In Proceedings of Annual Meeting ISMRM. Montreal, Canada; 2011.
  47. Hirjak D, Stieltjes B, Maier-Hein* K, Wüstenberg T, Seidl U, Essig M, Schröder J, Thomann P. FC07-03-Neurological soft signs and morphological changes of basal ganglia and thalamus in patients with first-episode psychosis. In: European Psychiatry. 2011. p. 1848.
  48. Neher PF, Stieltjes B, Reisert M, Meinzer H-P, Maier-Hein* KH. MITK global tractography - application to the Corticospinal Tract. In: In Proceedings of 2011 MICCAI Tractography Challenge. 2011.
  49. Maier-Hein* KH, Laun FB, Stieltjes B, Meinzer H-P. Directional assessment of fiber integrity in Q-ball imaging. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2010. p. 76231G - 76231G.
  50. Moussavi-Biugui A, Stieltjes B, Maier-Hein* KH, Laun FB. Novel spherical phantoms for Q-ball imaging under in-vivo conditions. In: In Proceedings of Annual Meeting ISMRM. Stockholm, Sweden; 2010.
  51. Maier-Hein* KH, Stieltjes B, Laun FB, Meinzer H-P. On the behavior of DTI and Q-ball derived anisotropy indices. In: In Proceedings of Annual Meeting ISMRM. Stockholm, Sweden; 2010.
  52. Baumhauer M, Neuhaus J, Maier-Hein* K, Meinzer H-P. The MITK image guided therapy toolkit and its application for augmented reality in laparoscopic prostate surgery. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2010. p. 76251G - 76251G.
  53. Cisternas J, Daza P, Asahi T, Dyrby T, Maier-Hein* KH. Regularized Q-ball reconstruction: Robust estimation, model selection, and spatial denoising. In: In Proceedings of Annual Meeting ISMRM. Honolulu, USA; 2009.
  54. Maier-Hein* KH, Stieltjes B, Laun FB, Meinzer H-P. Towards reliable quantification of fiber integrity in Q-ball imaging. In: In Proceedings MICCAI Workshop DMFC. 2009.
  55. Daenzer S, Maier-Hein* K. A simulator for surgery training: optimal sensory stimuli in a bone pinning simulation. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2008. p. 69181O - 69181O.
  56. Maier-Hein* KH, Giesel FL, Heimann T, Thomann PA, Hahn HK, Pantel J, Schröder J, Essig M, Meinzer H-P. Neurodegenerative changes in Alzheimer's disease: a comparative study of manual, semi-automated, and fully automated assessment using MRI. In: SPIE Medical Imaging. International Society for Optics and Photonics; 2008. p. 69151V - 69151V.
  57. Maier-Hein* K, von Wangenheim A, Dillmann R, Unterhinninghofen R. Automated MRI-Based Quantification of the Cerebral Atrophy Providing Diagnostic Information on Mild Cognitive Impairment and Alzheimer&# 146; s Disease. In: Computer-Based Medical Systems, 2006 CBMS 2006 19th IEEE International Symposium on. IEEE; 2006. p. 191-6.

National conferences

  1. Götz M, Kolb C, Weber C, Regnery S, Maier-Hein KH. Fallspezifisches Lernen zur automatischen Läsionssegmentierung in multimodalen MR-Bildern. In: Tolxdorff T, Deserno TM, Handels H, Meinzer H-P, editors. Bildverarbeitung für die Medizin 2016 [Internet]. Springer Berlin Heidelberg; 2016 [cited 2016 Mar 23]. p. 62-7. (Informatik aktuell). Available from: http://link.springer.com/chapter/10.1007/978-3-662-49465-3_13
  2. Norajitra T, Engelhardt S, Held T, Al-Maisary S, Simone R de, Meinzer H-P, Maier-Hein K. Statistische 3D-Formmodelle mit verteilter Erscheinungsmodellierung. In: Tolxdorff T, Deserno TM, Handels H, Meinzer H-P, editors. Bildverarbeitung für die Medizin 2016 [Internet]. Springer Berlin Heidelberg; 2016 [cited 2016 Mar 23]. p. 56-61. (Informatik aktuell). Available from: http://link.springer.com/chapter/10.1007/978-3-662-49465-3_12
  3. Hering J, Ivo W, Alsady T, Meinzer H-P, Maier-Hein KH. A Memetic Search Scheme for Robust Registration of Diffusion- Weighted MR Images. In: Deserno TM, Handels H, Meinzer H-P, Tolxdorff T, editors. Bildverarbeitung für die Medizin 2015 [Internet]. Springer Berlin Heidelberg; 2015 [cited 2014 Nov 5]. (Informatik aktuell). Available from: http://link.springer.com/chapter/10.1007/978-3-642-54111-7_63
  4. Philipp P, Gemmeke P, Maleshkova M, Götz M, Weber C, Kämpgen B, Nolden M, Maier-Hein KH, Zelzer S, Klauss M, Rettinger A. Automatisierung von Vorverabeitungsschritten für medizinische Bilddaten mit semantischen Technologien. In: Bildverarbeitung für die Medizin 2015. Springer Berlin Heidelberg; 2015. (Informatik aktuell).
  5. Eric Heim, Tobias Ross, Tobias Norajitra, Marco Nolden, Keno März, Daniel Kondermann, Stefanie Speidel, Klaus Maier-Hein, Lena Maier-Hein. Crowdgestützte Organsegmentierung: Möglichkeiten und Grenzen. In: CURAC Jahrestagung. 2015.
  6. Scherer, Moritz, Cordes, Jonas, Younsi, Alexander, Götz, Michael, Meier-Hein, Klaus, Unterberg, Andreas, Orakcioglu, Berk. Introduction of a fully automatic segmentation algorithm in brain computed tomography - Prerequisite for analysis of intracranial volume proportions in the context of spontaneous intracerebral hemorrhage (ICH). In 2015 [cited 2015 Jul 9]. Available from: http://dx.doi.org/10.3205/15dgnc533
  7. Götz M, Weber, Christian, Binczyck F, Polanska J, Tarnawski R, Bobek-Billewicz B, Meinzer H-P, Stieltjes B, Maier-Hein, Klaus H. Lerntransfer von spärlich annotierten Daten zur multispektralen Gewebecharakterisierung. In: Bildverarbeitung für die Medizin 2015. Springer Berlin Heidelberg; 2015. (Informatik aktuell).
  8. Weber C, Götz M, Binczyck F, Polanska J, Tarnawski R, Bobek-Billewicz B, Meinzer H-P, Stieltjes B, Maier-Hein KH. Überwachtes Lernen zur Prädiktion von Tumorwachstum. In: Bildverarbeitung für die Medizin 2015. Springer Berlin Heidelberg; 2015. (Informatik aktuell).
  9. Hering J, Neher PF, Meinzer H-P, Maier-Hein KH. Erzeugung von Referenzdaten für Kopfbewegungskorrektur in Diffusion-MRI. In: Deserno TM, Handels H, Meinzer H-P, Tolxdorff T, editors. Bildverarbeitung für die Medizin 2014 [Internet]. Springer Berlin Heidelberg; 2014 [cited 2014 Nov 5]. p. 342-7. (Informatik aktuell). Available from: http://link.springer.com/chapter/10.1007/978-3-642-54111-7_63
  10. Kolb C, Dinkel J, Bauman G, Wetscherek A, Biederer J, Maier-Hein, Klaus H. Regional Quantitative Analysis of Ventilation and Lung Elasticity in MRI Images. In Heidelberg, Germany; 2014.
  11. Goch CJ, Stieltjes B, Henze R, Hering J, Meinzer H-P, Maier-Hein* KH. Quantification of Changes in Language-Related Brain Areas in Autism Spectrum Disorders Using Large-Scale Network Analysis. In: Meinzer H-P, Deserno TM, Handels H, Tolxdorff T, editors. Bildverarbeitung für die Medizin 2013 [Internet]. Springer Berlin Heidelberg; 2013 [cited 2014 Nov 5]. p. 51-6. (Informatik aktuell). Available from: http://link.springer.com/chapter/10.1007/978-3-642-36480-8_11
  12. Neher PF, Stieltjes B, Reisert M, Reicht I, Meinzer H-P, Maier-Hein* KH. Integration eines globalen Traktographieverfahrens in das Medical Imaging Interaction Toolkit. In: Bildverarbeitung für die Medizin 2012. Springer Berlin Heidelberg; 2012. p. 177-82.
  13. Maier-Hein* KH, Van Bruggen T, Meinzer H-P. Diffusion Tensor Imaging in Alzheimer's Disease. In: 45 Jahrestagung DGBMT. Freiburg; 2011.
  14. Van Bruggen T, Stieltjes B, Meinzer H-P, Maier-Hein* KH. Tract-Based Spatial Statistics of the Corpus Callosum using Different Tensor-Derived Indices. In: Bildverarbeitung für die Medizin 2011. Springer Berlin Heidelberg; 2011. p. 244-8.
  15. Maier-Hein* KH, Meinzer H-P. MITK-DI - A new diffusion imaging component for MITK. In: Bildverarbeitung für die Medizin 2010. Springer Berlin Heidelberg; 2010. p. 246-50.
  16. Maier-Hein* KH, Schlindwein S, Stieltjes B, Essig M, Meinzer H-P. Vorhersage des Krankheitsverlaufes von leichten kognitiven Beeinträchtigungen durch automatisierte MRT Morphometrie. In: Bildverarbeitung für die Medizin 2009. Springer Berlin Heidelberg; 2009. p. 217-21.
  17. Maier-Hein* KH, Giesel FL, Thomann PA, Hahn HK, Essig M, Meinzer H-P. Quantifizierung neurodegenerativer Veränderungen bei der Alzheimer Krankheit. In: Tolxdorff T, Braun J, Deserno TM, Horsch A, Handels H, Meinzer H-P, editors. Bildverarbeitung für die Medizin 2008 [Internet]. Springer Berlin Heidelberg; 2008 [cited 2014 Nov 5]. p. 363-7. (Informatik aktuell). Available from: http://link.springer.com/chapter/10.1007/978-3-540-78640-5_73

Books

  1. Stieltjes B, Brunner RM, Maier-Hein* KH, Laun FB, editors. Diffusion tensor imaging: introduction and atlas. Berlin: Springer; 2013. 380 p.
  2. Maier-Hein* KH. Quantification of Structural Changes in the Brain using Magnetic Resonance Imaging [Internet]. Saarbruecken: Suedwestdeutscher Verlag fuer Hochschulschriften; 2010 [cited 2014 Oct 30]. Available from: http://nbn-resolving.de/urn:nbn:de:101:1-2011022313536
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