Publikationen | Institut für Medizinische Informatik

MIDL 2021

International Conference on
Medical Imaging with Deep Learning
5. bis 7. Juli 2021

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V

Seehase A., Grohmann C., Werner R., Petersen C., Cremers F.
Verifikationsmessungen atemgetriggerter konformaler Bestrahlungen an einem medizinischen Elektronenlinearbeschleuniger
In: 16. Jahreskongress der Deutschen Gesellschaft für Radioonkologie (DEGRO), Magdeburg, Strahlenther Onkol186 (Sondernr. 1), 103, 2010

U

Grohmann C., Werner R., Frenzel T., Cremers F.
Untersuchung der Genauigkeit eines 4D-Bewegungsphantoms für die Qualitätssicherung in der 4D-Strahlentherapie
In: 43. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Jena, 401-403, 2012

T

Friedrich B., Cauchi B., Hein A., Fudickar S.
Transportation mode classification from smartphone sensors via a long-short-term-memory network
UbiComp/ISWC 2019- - Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 709-713, 2019

Werner R., Ehrhardt J., Schmidt-Richberg A., Albers D., Frenzel T., Petersen C., Cremers F., Handels H.
Towards Accurate Dose Accumulation for Step-&-Shoot IMRT: Impact of Weighting Schemes and Temporal Image Resolution on the Estimation of Dosimetric Motion Effects
Zeitschrift für Medizinische Physik, 22, 2, 109-22, 2012

Shin D.S., Chung M.S., Park J.S., Park H.S., Lee S.-B., Lee S.-H., Choi H.-N., Riemer M., Handels H., Lee J.E. et al.
Three-Dimensional Surface Models of Detailed Lumbosacral Structures Reconstructed from the Visible Korean
Annals of Anatomy - Anatomischer Anzeiger, 193, 1, 64-70, 2011

Lee J.W., Shin D.S., Chung M.S., Park J.S., Lee S.-B., Lee S.-H., Riemer M., Handels H.
Three-dimensional Surface Models of Detailed Lumbar Structures Made from the Visible Korean
In: 11th Joint Korea-Germany Workshop on Advanced Medical Image Processing, Incheon, Korea, 90-98, 2008

S

Oktay O., Bai W., Guerrero R., Rajchl M., de Marvao A., O’Regan D.P., Cook S.A., Heinrich M.P., Glocker B., Rueckert D.
Stratified Decision Forests for Accurate Anatomical Landmark Localization in Cardiac Images
IEEE Transactions on Medical Imaging, IEEE, 36, 1, 332-342, 2017

Werner R., Fehlauer F., Ehrhardt J., Albers D., Cremers F., Schmidt R., Handels H.
Strahlentherapie thorakaler Tumoren: Untersuchung der Auswirkungen der Atemphase auf die geplante Dosisverteilung unter Verwendung von 4D-CT-Daten
In: 13. Jahreskongress der Deutschen Gesellschaft für Radioonkologie, DEGRO 2007, Hannover, Strahlenther Onkol, 183 (Sondernr. 1), 23, 2007

Suinesiaputra A., Ablin P., Alba X., Alessandrini M., Allen J., Bai W., Cimen S., Claes P., Cowan B.R., D'hooge J. et al.
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.
IEEE journal of biomedical and health informatics, 22, 2, 503-515, 2018

Färber M., Heller J., Handels H.
Simulation and Training of Lumbar Punctures Using Haptic Volume Rendering and a 6DOF Haptic Device
In: Cleary K.R., Miga M.I. (eds.), Visualization, Image-Guided Procedures, and Display, SPIE Medical Imaging 2007, San Diego, Vol. 6509, 0F1-0F8, 2007

Kepp T., Droigk C., Casper M., Evers M., Salma N., Manstein D., Handels H.
Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forests
In: SPIE Medical Imaging 2018: Image Processing, Houston, Texas, United States, SPIE, 10574, 1057426-1-1057426-8, 2018

Kepp T., Droigk C., Casper M., Evers M., Hüttmann G., Salma N., Manstein D., Heinrich M.P., Handels H.
Segmentation of Mouse Skin Layers in Optical Coherence Tomography Image Data using Deep Convolutional Neural Networks
Biomedical Optics Express, 10, 7, 3484-3496, 2019

R

Hacker S., Handels H.
Representation and Visualization of Variability in a 3D Anatomical Atlas using the Kidney as an Example
In: Cleary K.R., Galloway R.L. (eds.), Visualization, Image-Guided Procedures, and Display, SPIE Medical Imaging 2006, San Diego , Vol. 6141, 61410B-1-61410B-7, 2006

Kepp T., Droigk C., Casper M., Evers M., Salma N., Manstein D., Handels H.
Random-Forest-basierte Segmentierung der subkutanen Fettschicht der Mäusehaut in 3D-OCT-Bilddaten
In: Maier A., Deserno T.M., Handels H., Maier-Hein K.H., Palm C., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2018, Erlangen, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 203, 2018

Q

Frenzel T., Grohmann C., Ide K., Werner R., Albers D., Cremers F.
Qualitätssicherung für 4D-CT-Scanner
In: 3 Ländertagung der ÖGMP, DGMP und SGSMP: 2011-Medizinische Physik, Wien, Österreich, 24-25, 2011

N

Andresen J., Uzunova H., Ehrhardt J., Handels H.
New Multiple Sclerosis Lesion Detection with Convolutional Neural Registration Networks
In: Commowick O., Cervenansky F., Cotton F., Dojat M. (eds.), Proceedings of the 2nd MICCAI challenge on multiple sclerosis new lesions segmentation challenge using a data management and processing infrastructure — MICCAI-MSSEG-2, 111-114, 2021

M

Salma N., Evers M., Casper M.J., Droigk C., Kepp T., Handels H., Dieter M.
Mouse Model of Cold-Induced Localized Fat Loss (Selective Cryolipolysis)
In: Lasers in Surgery and Medicine, Wiley, 50, 19-20, 2018

Werner R., Ehrhardt J., Schmidt R., Handels H.
Modeling Respiratory Lung Motion - A Biophysical Approach using Finite Element Methods
In: Hu X.P., Clough A.V. (eds.), Physiology, Function, and Structure from Medical Images, SPIE Medical Imaging 2008, San Diego, Vol. 6916, 0N-1-0N-11, 2008

Hellmers S., Fudickar S., Dasenbrock L., Heinks A., Bauer J.M., Hein A.
A Model-Based Approach for Jump Analyses Regarding Strength and Balance
In: Nathalia P., Silveira M., H. A.H., Carlos M., van den L B.E. (eds.), Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 354-375, 2018

Grohmann C., Werner R., Albers D., Petersen C., Cremers F.
Messung der bewegungsinduzierten Effekte auf die Dosisverteilung durch physiologische Organbewegung während der Bestrahlung mit TomoTherapy
In: 16. Jahreskongress der Deutschen Gesellschaft für Radioonkologie (DEGRO), Magdeburg, Strahlenther Onkol, 186 (Sondernr. 1), 17, 2010

Kock-Schoppenhauer A.-K., Schreiweis B., Ulrich H., Reimer N., Wiedekopf J., Kinast B., Busch H., Bergh B., Ingenerf J.
Medical Data Engineering – Theory and Practice
In: Bellatreche L., Chernishev G., Corral A., Ouchani S., Vain J. (eds.), Advances in Model and Data Engineering in the Digitalization Era. MEDI 2021, Communications in Computer and Information Science, Springer, Cham, 1481, 2021

L

Vogl K., Ingenerf J., Kramer J., Chantraine C., Drenkhahn C.M.
LUMA: A Mapping Assistant for Standardizing the Units of LOINC-Coded Laboratory Tests
Applied Sciences, 12, 12, 5848, 2022

Werner R., Schetelig D., Sothmann T., Mücke E., Wilms M., Cheng B., Forkert N.D.
Low Rank and Sparse Matrix Decomposition as Stroke Segmentation Prior: Useful or Not? A Random Forest-Based Evaluation Study
In: Maier-Hein K.H., Deserno T.M., Handels H., Tolxdorff T. (eds.), Bildverarbeitung für die Medizin 2017, Heidelberg, Informatik aktuell, Springer Vieweg, Berlin Heidelberg, 161-166, 2017

Carass A., Roy S., Jog A., Cuzzocreo J.L., Magrath E., Gherman A., Button J., Nguyen J., Prados F., Sudre C.H. et al.
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge
NeuroImage, 148, 77-102, 2017

I

Winzeck S., Hakim A., McKinley R., Pinto J.A.A.D.S.R., Alves V., Silva C., Pisov M., Krivov E., Belyaev M., Monteiro M. et al.
ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI
Frontiers in Neurology, 9, 679, 2018

Maier O., Menze B.H., von der Gablentz J., Häni L., Heinrich M.P., Liebrand M., Winzeck S., Basit A., Bentley P., Chen L. et al.
ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI
Medical Image Analysis, 35, 250-269, 2017

Riemer M., Park J.S., Chung M.S., Handels H.
Improving the 3D Visualization of the Visible Korean Human via Data Driven 3D Segmentation in RGB Colour Space
In: Kim S.I., Suh T.S. (eds.), World Congress on Medical Phyiscs and Biomedical Engineering 2006, Seoul, Korea, 4057-4060, 2006

Riemer M., Park J.S., Chung M.S., Handels H.
Improving the 3D Visualization of the Visible Korean Human via Data Driven 3D Segmentation in RGB Color Space
In: Kim S.I., Suh T.S. (eds.), World Congress on Medical Physics and Biomedical Engineering 2006, Seoul, Korea, IFMBE Proceedings, Springer, Berlin Heidelberg, 14, Part 31, 4200-4203, 2007

Werner R., Fehlauer F., Ehrhardt J., Albers D., Cremers F., Schmidt R., Handels H.
Impact of Breathing Phase on Thoracic Dose Distribution - an IMRT Treatment Planning Study using 4D CT Image Data
In: 9th Biennial ESTRO Meeting on Physics and Radiation Technology For Clinical Radiotherapy of the European Society of Therapeutic Radiology, ESTRO 2007, Barcelona, Radiotherapy & Oncology, 84 (Supplement 1), 153, 2007

Maier O., Wilms M., Handels H.
Image Features for Brain Lesion Segmentation Using Random Forests
In: Crimi A., Menze B., Maier O., Reyes M., Handels H. (eds.), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries (Brainles 2015), München, Lecture Notes in Computer Science, Springer International Publishing, 9556, 119-130, 2016

H

Vothknecht E., Coleca F., Klement S., Handels H.
Head-to-Steering-Wheel Distance Estimation Based on a Monocular RGB Camera with Convolutional Neuronal Networks
In: Buzug T.M., Handels H., Klein S. (eds.), Student Conference 2018, Medical Engineering Science, Medical Informatics and Biomediacal Engineering, Lübeck, Infinite Science Publishing, 291-294, 2018

G

Park J.S., Jung Y.-W., Lee J.W., Shin D.S., Chung M.S., Riemer M., Handels H.
Generating useful images for medical applications from the Visible Korean Human
Computer methods and programs in biomedicine, 92, 3, 257-66, 2008

F

Chenzhang L., Heinrich M.P.
FlowNet application for 3D image registration
In: Buzug T.M., Handels H., Hübner C., Klein S., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2021: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 291-294, 2021

Werner R., Ehrhardt J., Cremers F., Schmidt R., Handels H.
Finite-Elemente-Modellierung der atmungsbewegten Lunge
In: 52. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie (GMDS), Augsburg, 386, 2007

Schmidt-Richberg A., Ehrhardt J., Werner R., Handels H.
Fast Explicit Diffusion for Registration with Direction-Dependent Regularization
In: Dawant B.M., Christensen G.E., Fitzpatrick J.M., Rueckert D. (eds.), Biomedical Image Registration, 5th International Workshop, WBIR 2012, Nashville, USA, Springer, Berlin, 220-228, 2012

E

Chlebusch A., Grzegorzek M.
Extended Ventilation Test Framework to Compare Different Ventilation Prototypes
In: Buzug T.M., Handels H., Klein S., Hübner C., Mertins A., Rostalski P. (eds.), Student Conference Proceedings 2022: Medical Engineering Science, Medical Informatics, Biomedical Engineering, Auditory Technology, Biophysics and Robotics and Autonomous Systems, Lübeck, Infinite Science Publishing, 133-136, 2022

Murphy K., van Ginneken B., Reinhardt J.M., Kabus S., Ding K., Deng X., Cao K., Du K., Christensen G.E., Garcia V. et al.
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge
IEEE Transactions on Medical Imaging, 30, 11, 1901-1920, 2011

Hellmers S., Lau S., Diekmann R., Dasenbrock L., Kromke T., Bauer J.M., Fudickar S., Hein A.
Evaluation of Power-Based Stair Climb Performance via Inertial Measurement Units
In: Cliquet Jr. A., Wiebe S., Anderson P., Saggio G., Zwiggelaar R., Gamboa H., Fred A., i Badia S. (eds.), Biomedical Engineering Systems and Technologies, Cham, Springer International Publishing, 238-261, 2019

Xiao Y., Rivaz H., Chabanas M., Fortin M., Machado I., Ou Y., Heinrich M.P., Schnabel J.A., Zhong X., Maier A. et al.
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge
IEEE Transactions on Medical Imaging, 39, 3, 777-786, 2019

Carass A., Roy S., Gherman A., Reinhold J.C., Jesson A., Arbel T., Maier O., Handels H., Ghafoorian M., Platel B. et al.
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis
Scientific Reports, 10, 1, 1-19, 2020

Mollink J., Kleinnijenhuis M., vanvan Walsum A.-M.C., Sotiropoulos S.N., Cottaar M., Mirfin C., Heinrich M.P., Jenkinson M., Pallebage-Gamarallage M., Ansorge O. et al.
Evaluating fibre orientation dispersion in white matter: Comparison of diffusion MRI, histology and polarized light imaging
NeuroImage, Academic Press, 157, 561-574, 2017

Grohmann C., Harmansa R., Werner R., Kraft G., Petersen C., Cremers F.
Entwicklung eines 4D-computergesteuerten Bewegungsphantom zur Simulation respiratorischer Effekte
In: Hodapp N., et al (eds.), Medizinische Physik 2010: 41. Jahrestagung der Deutschen Gesellschaft für Medizinische Physik (DGMP), Freiburg, 341-343, 2010

Grohmann C., Werner R., Frenzel T., Cremers F.
Einflüsse intrafraktioneller Tumorbewegung auf die Dosisverteilung bei TomoTherapy: Messungen mit einem 4D-Bewegungsphantom
In: 3 Ländertagung der ÖGMP, DGMP und SGSMP: 2011-Medizinische Physik, 10-11, 2011

Löffler B.S., Fudickar S., Herrmann C.S., Hein A.
Ein Blick in das Gehirn: Messung und Verbesserung der Fahrleistung älterer Autofahrender mit Hilfe von Neuroimaging und Elektrostimulation
In: Carolin Wienrich Thorsten Zander K.G. (ed.), Trends in Neuroergonomics, Berlin, 11. Berliner Werkstatt Mensch-Maschine-Systeme, Universitätsverlag der TU Berlin, 166-169, 2015

D

Seehase A., Grohmann C., Werner R., Todorovic M., Petersen C., Cremers F.
Dosimetric Evaluations of 2D Tumor Motion in Respiratory Gated IMRT
In: ESTRO 29, Barcelona, Radiotherapy & Oncology, 96 (Supplement 1), S552, 2010

Werner R., Ehrhardt J., Schmidt-Richberg A., Bodmann B., Cremers F., Handels H.
Dose Accumulation Based on Optimized Motion Field Estimation Using Non-Linear Registration in Thoracic 4D CT Image Data
In: Dössel O., Schlegel W.C. (eds.), World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, IFBME Proceedings, Springer Verlag, Berlin, 25/IV, 950-953, 2009

Kreusch J., Busche H., Connemann B.J., Roß T., Handels H., Wolff H.H.
Differentiation between Nevocellular Nevi and Malignant Melanoma by Skin Surface Parameters
In: Wilhelm K.P., Elsner P., Beradesca E., Maibach H. (eds.), Bioengineering of the Skin: Skin Surface Imaging and Analysis, CRC Press, Boca Raton, 289-300, 1997

Volkening N., Unni A., Rieger J.W., Fudickar S., Hein A.
Development of a Mobile Functional Near-Infrared Spectroscopy Prototype
In: Skulimowski A.M.J., Sheng Z., Khemiri-Kallel S., Cérin C., Hsu C.-H. (eds.), Internet of Vehicles. Technologies and Services Towards Smart City, Cham, Springer International Publishing, 146-161, 2018

Prokosch H.-U., Mate S., Christoph J., Beck A., Köpcke F., Stephan S., Beckmann M., Rau T., Hartmann A., Wullich B. et al.
Designing and Implementing a Biobanking IT Framework for Multiple Research Scenarios
In: MIE 2012, Stud Health Technol Inform. 2012, Pisa, 180, 559-63, 2012

Grohmann C., Werner R., Mackens-Kiani T., Frenzel T., Cremers F.
Design of a 4D Quality Assurance Motion Phantom
In: ESTRO 31, Barcelona, Radiotherapy & Oncology, 103, S314-S315, 2012

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