Institute of Computational Neuroscience
Publications
- 2021
Spatio-temporal feature learning with reservoir computing for T-cell segmentation in live-cell Ca2+ fluorescence microscopy
Hadaeghi, F., Diercks, B-P., Schetelig, D., Damicelli, F., Wolf, I. M. A. & Werner, R., 15.04.2021, In: SCI REP-UK. 11, 1, 8233.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
A Connectomic Hypothesis for the Hominization of the Brain
Changeux, J-P., Goulas, A. & Hilgetag, C. C., 31.03.2021, In: CEREB CORTEX. 31, 5, p. 2425-2449 25 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
HN1L/JPT2: A signaling protein that connects NAADP generation to Ca2+ microdomain formation
Roggenkamp, H. G., Khansahib, I., Hernandez C, L. C., Zhang, Y., Lodygin, D., Krüger, A., Gu, F., Möckl, F., Löhndorf, A., Wolters, V., Woike, D., Rosche, A., Bauche, A., Schetelig, D., Werner, R., Schlüter, H., Failla, A. V., Meier, C., Fliegert, R., Walseth, T. F., Flügel, A., Diercks, B-P. & Guse, A. H., 23.03.2021, In: SCI SIGNAL. 14, 675Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Imaging evolution of the primate brain: the next frontier?
Friedrich, P., Forkel, S. J., Amiez, C., Balsters, J. H., Coulon, O., Fan, L., Goulas, A., Hadj-Bouziane, F., Hecht, E. E., Heuer, K., Jiang, T., Latzman, R. D., Liu, X., Loh, K. K., Patil, K. R., Lopez-Persem, A., Procyk, E., Sallet, J., Toro, R., Vickery, S., Weis, S., Wilson, C. R. E., Xu, T., Zerbi, V., Eickoff, S. B., Margulies, D. S., Mars, R. B. & Thiebaut de Schotten, M., 03.2021, In: NEUROIMAGE. 228, p. 117685Research output: SCORING: Contribution to journal › SCORING: Review article › Research
The natural axis of transmitter receptor distribution in the human cerebral cortex
Goulas, A., Changeux, J-P., Wagstyl, K., Amunts, K., Palomero-Gallagher, N. & Hilgetag, C. C., 19.01.2021, In: P NATL ACAD SCI USA. 118, 3, e2020574118.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Comparison of intelligent 4D CT sequence scanning and conventional spiral 4D CT: a first comprehensive phantom study
Werner, R., Szkitsak, J., Sentker, T., Madesta, F., Schwarz, A., Fernolendt, S., Vornehm, M., Gauer, T., Bert, C. & Hofmann, C., 08.01.2021, In: PHYS MED BIOL. 66, 1, 10 p., 015004.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
PAIP 2019: Liver cancer segmentation challenge
Kim, Y. J., Jang, H., Lee, K., Park, S., Min, S-G., Hong, C., Park, J. H., Lee, K., Kim, J., Hong, W., Jung, H., Liu, Y., Rajkumar, H., Khened, M., Krishnamurthi, G., Yang, S., Wang, X., Han, C. H., Kwak, J. T., Ma, J., Tang, Z., Marami, B., Zeineh, J., Zhao, Z., Heng, P-A., Schmitz, R., Madesta, F., Rösch, T., Werner, R., Tian, J., Puybareau, E., Bovio, M., Zhang, X., Zhu, Y., Chun, S. Y., Jeong, W-K., Park, P. & Choi, J., 01.2021, In: MED IMAGE ANAL. 67, p. 101854 16 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Reduktion der Kalibrierungszeit für die Magnetpartikelbildgebung mittels Deep Learning
Baltruschat, I. M., Szwargulski, P., Griese, F., Grosser, M., Werner, R. & Knopp, T., 2021, Bildverarbeitung für die Medizin 2021 - Proceedings, German Workshop on Medical Image Computing, 2021. Palm, C., Handels, H., Maier-Hein, K., Deserno, T. M., Maier, A. & Tolxdorff, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 337 1 p. (Informatik aktuell).Research output: SCORING: Contribution to book/anthology › Conference contribution - Article for conference › Research › peer-review
Single Image-Based Vignetting Correction for Improving the Consistency of Neural Activity Analysis in 2-Photon Functional Microscopy
Li, D., Wang, G., Werner, R., Xie, H., Guan, J-S. & Hilgetag, C-C., 2021, In: FRONT NEUROINFORM. 15, p. 674439 674439.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
- 2020
Cross-species functional alignment reveals evolutionary hierarchy within the connectome
Xu, T., Nenning, K-H., Schwartz, E., Hong, S-J., Vogelstein, J. T., Goulas, A., Fair, D. A., Schroeder, C. E., Margulies, D. S., Smallwood, J., Milham, M. P. & Langs, G., 12.2020, In: NEUROIMAGE. 223, p. 117346Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Structural integrity of white matter tracts as a predictor of acute ischemic stroke outcome
Rajashekar, D., Mouchès, P., Fiehler, J., Menon, B. K., Goyal, M., Demchuk, A. M., Hill, M. D., Dukelow, S. P. & Forkert, N. D., 12.2020, In: INT J STROKE. 15, 9, p. 965-972 8 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Digital Health meets Hamburg integrated medical degree program iMED: Concept and introduction of the new interdisciplinary 2nd track Digital Health
Werner, R., Henningsen, M., Schmitz, R., Guse, A. H., Augustin, M. & Gauer, T., 16.11.2020, In: GMS Journal for Medical Education. 37, 6, p. Doc61 10 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Education › peer-review
Self-contained deep learning-based boosting of 4D cone-beam CT reconstruction
Madesta, F., Sentker, T., Gauer, T. & Werner, R., 11.2020, In: MED PHYS. 47, 11, p. 5619-5631 13 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Künstliche Intelligenz in der Medizin
Werner, R. & Schmitz, R., 21.10.2020, Digitale Medizin. Matusiewicz, D., Henningsen, M. & Ehlers, J. P. (eds.). 1 ed. Medizinisch Wissenschaftliche Verlagsgesellschaft, p. 125-138 14 p.Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review
3d-SMRnet: Achieving a New Quality of MPI System Matrix Recovery by Deep Learning
Baltruschat, I. M., Szwargulski, P. K., Griese, F., Grosser, M., Werner, R. & Knopp, T., 10.2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020: 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part II. 1 ed. Springer Nature Switzerland, p. 74-82 9 p. (Lecture Notes in Computer Science (LNCS); no. 12262).Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review
Systematic modelling of the development of laminar projection origins in the cerebral cortex: Interactions of spatio-temporal patterns of neurogenesis and cellular heterogeneity
Beul, S. F. & Hilgetag, C. C., 10.2020, In: PLOS COMPUT BIOL. 16, 10, p. e1007991Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Time Matters: Handling Spatio-Temporal Perfusion Information for Automated TICI Scoring
Nielsen, M., Waldmann, M., Sentker, T., Frölich, A., Fiehler, J. & Werner, R., 10.2020, MICCAI 2020. 1 ed. Springer Nature Switzerland, Vol. 12266. p. 86-96 11 p. (Lecture Notes in Computer Science (LNCS)).Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review
Widening the Focus: Biomedical Image Segmentation Challenges and the Underestimated Role of Patch Sampling and Inference Strategies
Madesta, F., Schmitz, R., Rösch, T. & Werner, R., 10.2020, MICCAI 2020. 1 ed. Springer Nature Switzerland, Vol. 12264. p. 289-298 10 p. (Lecture Notes in Computer Science (LNCS)).Research output: SCORING: Contribution to book/anthology › SCORING: Contribution to collected editions/anthologies › Research › peer-review
Automatic arterial input function selection in CT and MR perfusion datasets using deep convolutional neural networks
Winder, A., d’Esterre, C. D., Menon, B. K., Fiehler, J. & Forkert, N. D., 01.09.2020, In: MED PHYS. 47, 9, p. 4199-4211 13 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Shaping brain structure: Genetic and phylogenetic axes of macroscale organization of cortical thickness
Valk, S. L., Xu, T., Margulies, D. S., Masouleh, S. K., Paquola, C., Goulas, A., Kochunov, P., Smallwood, J., Yeo, B. T. T., Bernhardt, B. C. & Eickhoff, S. B., 09.2020, In: SCI ADV. 6, 39Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Game theoretical mapping of white matter contributions to visuospatial attention in stroke patients with hemineglect
Toba, M. N., Zavaglia, M., Malherbe, C., Moreau, T., Rastelli, F., Kaglik, A., Valabrègue, R., Pradat-Diehl, P., Hilgetag, C. C. & Valero-Cabré, A., 01.08.2020, In: HUM BRAIN MAPP. 41, 11, p. 2926-2950 25 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
4D CT image artifacts affect local control in SBRT of lung and liver metastases
Sentker, T., Schmidt, V., Ozga, A-K., Petersen, C., Madesta, F., Hofmann, C., Werner, R. & Gauer, T., 07.2020, In: RADIOTHER ONCOL. 148, p. 229-234 6 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Segmentation-Based Blood Flow Parameter Refinement in Cerebrovascular Structures Using 4-D Arterial Spin Labeling MRA
Phellan, R., Lindner, T., Helle, M., Falcao, A. X., Yasuda, C. L., Sokolska, M., Jager, R. H. & Forkert, N. D., 07.2020, In: IEEE T BIO-MED ENG. 67, 7, p. 1936-1946 11 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Individual differences in local functional brain connectivity affect TMS effects on behavior
Gießing, C., Alavash, M., Herrmann, C. S., Hilgetag, C. C. & Thiel, C. M., 26.06.2020, In: SCI REP-UK. 10, 1, p. 10422Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Intelligent 4D CT sequence scanning (i4DCT): First scanner prototype implementation and phantom measurements of automated breathing signal-guided 4D CT
Werner, R., Sentker, T., Madesta, F., Schwarz, A., Vornehm, M., Gauer, T. & Hofmann, C., 06.2020, In: MED PHYS. 47, 6, p. 2408-2412 5 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Reply: Inhibition between human brain areas or methodological artefact?
Toba, M. N., Malherbe, C., Godefroy, O., Rushmore, R. J., Zavaglia, M., Maatoug, R., Mandonnet, E., Valero-Cabré, A. & Hilgetag, C. C., 05.2020, In: BRAIN. 143, 5, p. e39 e39.Research output: SCORING: Contribution to journal › Other (editorial matter etc.) › Research
Technological quality requirements for stereotactic radiotherapy: Expert review group consensus from the DGMP Working Group for Physics and Technology in Stereotactic Radiotherapy
Schmitt, D., Blanck, O., Gauer, T., Fix, M. K., Brunner, T. B., Fleckenstein, J., Loutfi-Krauss, B., Manser, P., Werner, R., Wilhelm, M-L., Baus, W. W. & Moustakis, C., 05.2020, In: STRAHLENTHER ONKOL. 196, 5, p. 421-443 23 p.Research output: SCORING: Contribution to journal › SCORING: Review article › Research
'Hierarchy' in the organization of brain networks
Hilgetag, C. C. & Goulas, A., 13.04.2020, In: PHILOS T R SOC B. 375, 1796, p. 20190319Research output: SCORING: Contribution to journal › SCORING: Review article › Research
Unifying the essential concepts of biological networks: biological insights and philosophical foundations
Kostić, D., Hilgetag, C. C. & Tittgemeyer, M., 13.04.2020, In: PHILOS T R SOC B. 375, 1796, p. 20190314Research output: SCORING: Contribution to journal › Other (editorial matter etc.) › Research
Parcellation influence on the connectivity-based structure-function relationship in the human brain
Messé, A., 01.04.2020, In: HUM BRAIN MAPP. 41, 5, p. 1167-1180 14 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Reservoir Computing for Jurkat T-cell Segmentation in High Resolution Live Cell Ca2+ Fluorescence Microscopy
Hadäghi, F., Diercks, B-P., Wolf, I. & Werner, R., 01.04.2020, In: Proc IEEE ISBI 2020. 1, p. 1587-1591 5 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Revisiting 'brain modes' in a new computational era: approaches for the characterization of brain-behavioural associations
Toba, M. N., Godefroy, O., Rushmore, R. J., Zavaglia, M., Maatoug, R., Hilgetag, C. C. & Valero-Cabré, A., 01.04.2020, In: BRAIN. 143, 4, p. 1088-1098 11 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Ischemic lesion growth in acute stroke: Water uptake quantification distinguishes between edema and tissue infarct
Broocks, G., Hanning, U., Faizy, T. D., Scheibel, A., Nawabi, J., Schön, G., Forkert, N. D., Langner, S., Fiehler, J., Gellißen, S. & Kemmling, A., 04.2020, In: J CEREBR BLOOD F MET. 40, 4, p. 823-832 10 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Correction: Improved multi-parametric prediction of tissue outcome in acute ischemic stroke patients using spatial features
Grosser, M., Gellißen, S., Borchert, P., Sedlacik, J., Nawabi, J., Fiehler, J. & Forkert, N. D., 13.03.2020, In: PLOS ONE. 15, 3, p. e0230653Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Combining Direct 3D Volume Rendering and Magnetic Particle Imaging to Advance Radiation-Free Real-Time 3D Guidance of Vascular Interventions
Weller, D., Salamon, J. M., Frölich, A., Möddel, M., Knopp, T. & Werner, R., 02.2020, In: CARDIOVASC INTER RAD. 43, 2, p. 322-330 9 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting
Gessert, N., Sentker, T., Madesta, F., Schmitz, R., Kniep, H., Baltruschat, I., Werner, R. & Schlaefer, A., 02.2020, In: IEEE T BIO-MED ENG. 67, 2, p. 495-503 9 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Perturbation-driven paradoxical facilitation of visuo-spatial function: Revisiting the 'Sprague effect'
Valero-Cabré, A., Toba, M. N., Hilgetag, C. C. & Rushmore, R. J., 01.2020, In: CORTEX. 122, p. 10-39 30 p.Research output: SCORING: Contribution to journal › SCORING: Review article › Research
Improved multi-parametric prediction of tissue outcome in acute ischemic stroke patients using spatial features
Grosser, M., Gellißen, S., Borchert, P., Sedlacik, J., Nawabi, J., Fiehler, J. & Forkert, N. D., 2020, In: PLOS ONE. 15, 1, p. e0228113Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Künstliche Intelligenz in der Endoskopie: Neuronale Netze und maschinelles Sehen – Techniken und Perspektiven (reprint Z Gastroenterol 2019; 57(06): 767-780)
Schmitz, R., Werner, R. & Rösch, T., 2020, In: Endo-Praxis. 2020, 36, p. 30-43Research output: SCORING: Contribution to journal › Other (editorial matter etc.) › Research
Skin lesion classification using ensembles of multi-resolution EfficientNets with meta data
Gessert, N., Nielsen, M., Shaikh, M., Werner, R. & Schlaefer, A., 2020, In: METHODSX. 7, 7, p. 100864 8 p., 100864.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
The Impact of Covariates in Voxel-Wise Lesion-Symptom Mapping
Rajashekar, D., Wilms, M., Hecker, K. G., Hill, M. D., Dukelow, S., Fiehler, J. & Forkert, N. D., 2020, In: FRONT NEUROL. 11, p. 854Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
- 2019
Altered topology of large-scale structural brain networks in chronic stroke
Cheng, B., Schlemm, E., Schulz, R., Bönstrup, M., Messe, A., Hilgetag, C-C., Gerloff, C. & Thomalla, G., 04.10.2019, In: BRAIN COMMUN. 2019, 1, p. 1-13Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
The architecture of mammalian cortical connectomes in light of the theory of the dual origin of the cerebral cortex
Goulas, A., Margulies, D. S., Bezgin, G. & Hilgetag, C. C., 09.2019, In: CORTEX. 118, p. 244-261 18 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Intelligent 4D CT sequence scanning (i4DCT): Concept and performance evaluation
Werner, R., Sentker, T., Madesta, F., Gauer, T. & Hofmann, C., 13.08.2019, In: MED PHYS. 46, 8, p. 3462-3474 13 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical thickness and cognitive performance in asymptomatic unilateral carotid artery stenosis
Nickel, A., Kessner, S., Niebuhr, A., Schröder, J., Malherbe, C., Fischer, F., Heinze, M., Cheng, B., Fiehler, J., Pinnschmidt, H., Larena-Avellaneda, A., Gerloff, C. & Thomalla, G., 25.06.2019, In: BMC CARDIOVASC DISOR. 19, 1, p. 154Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical and thalamic connectivity of occipital visual cortical areas 17, 18, 19 and 21 of the domestic ferret (Mustela putorius furo)
Dell, L-A., Innocenti, G. M., Hilgetag, C. C. & Manger, P. R., 01.06.2019, In: J COMP NEUROL. 527, 8, p. 1293-1314 22 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical and thalamic connectivity of posterior parietal visual cortical areas PPc and PPr of the domestic ferret (Mustela putorius furo)
Dell, L-A., Innocenti, G. M., Hilgetag, C. C. & Manger, P. R., 01.06.2019, In: J COMP NEUROL. 527, 8, p. 1315-1332 18 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Cortical and thalamic connectivity of temporal visual cortical areas 20a and 20b of the domestic ferret (Mustela putorius furo)
Dell, L-A., Innocenti, G. M., Hilgetag, C. C. & Manger, P. R., 01.06.2019, In: J COMP NEUROL. 527, 8, p. 1333-1347 15 p.Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review
Künstliche Intelligenz in der Endoskopie: Neuronale Netze und maschinelles Sehen – Techniken und Perspektiven
Schmitz, R., Werner, R. & Rösch, T., 06.2019, In: Z GASTROENTEROL. 57, 6, p. 767-780 14 p.Research output: SCORING: Contribution to journal › SCORING: Review article › Research
Spatiotemporal ontogeny of brain wiring
Goulas, A., Betzel, R. F. & Hilgetag, C. C., 06.2019, In: SCI ADV. 5, 6, p. eaav9694Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review