Institute of Neuro- and Bioinformatics

Research output

Research Output per year 1996 2010 2011 2012 2013 2014 2015 2016 2020 2024

• 2408 Citations
• 139 Journal articles
• 96 Conference contribution
• 10 Conference Papers
• 3 Chapter
• 19 More
  • 3 Bachelor Theses
  • 3 Master Theses
  • 2 Conference proceedings
  • 2 Working papers
  • 1 Poster
  • 1 Comments/Debates
  • 1 Conference Articles in Journals
  • 1 Editorial
  • 1 Letters
  • 1 Scientific review articles
  • 1 Contributions to academic memorandum
  • 1 Article
  • 1 Other

Research Output per year

Research Output per year

Search results

• 2024

  Artificial Intelligence in Fluorescence Lifetime Imaging Ophthalmoscopy (FLIO) Data Analysis—Toward Retinal Metabolic Diagnostics

  Thiemann, N., Sonntag, S. R., Kreikenbohm, M., Böhmerle, G., Stagge, J., Grisanti, S., Martinetz, T. & Miura, Y., 16.02.2024, In: Diagnostics. 14, 4, p. 431 431.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Lifespan 100%
  • Ophthalmoscopy 100%
  • Metabolic 100%
  • Fluorescence Lifetime 100%
  • Optical Coherence Tomography 42%
• 2023

  Chaos analysis of the cortical boundary for the recognition of psychosis

  Korda, A. I., Andreou, C., Avram, M., Frisman, M., Aliqadri, M., Riecher-Rössler, A., Handels, H., Martinetz, T. & Borgwardt, S., 2023, In: Journal of Psychiatry and Neuroscience. 48, 2, p. E135-E142

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Psychosis 100%
  • Magnetic Resonance Imaging 60%
  • Gray Matter 60%
  • Brain 20%

• Computer-aided classification of indirect immunofluorescence patterns on esophagus and split skin for the detection of autoimmune dermatoses

  Hocke, J., Krauth, J., Krause, C., Gerlach, S., Warnemünde, N., Affeldt, K., van Beek, N., Schmidt, E. & Voigt, J., 2023, In: Frontiers in Immunology. 14, p. 1111172 1111172.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Immunofluorescence 100%
  • Bullous Skin Disease 60%
  • Blister 40%
  • Accuracy 20%
  • Examination 20%
  3 Citations (Scopus)

• Natural Fatty Acid Guards against Brain Endothelial Cell Death and Microvascular Pathology following Ischemic Insult in the Presence of Acute Hyperglycemia

  Shaheryar, Z. A., Khan, M. A., Hameed, H., Mushtaq, M. N., Muhammad, S., Shazly, G. A., Irfan, A. & Jardan, Y. A. B., 18.12.2023, In: Biomedicines. 11, 12

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Oxidative Stress 100%
  • Fatty Acid 100%
  • Cell Death 100%
  • Brain 100%
  • Glucose 66%
• 2022

  Automated assessment of immunofixations with deep neural networks

  Thiemann, C., Klitzke, B., Martinetz, P., Grüning, P., Käster, T., Barth, E., Kramer, J. & Martinetz, T., 01.10.2022, In: Journal of Laboratory Medicine. 46, 5, p. 331-336 6 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Evaluation 100%
  • Laboratory 37%
  • Gammopathy 25%
  • Physician 12%
  • Authority 12%

• A walk in the black-box: 3D visualization of large neural networks in virtual reality

  Linse, C., Alshazly, H. & Martinetz, T., 12.2022, In: Neural Computing and Applications. 34, 23, p. 21237-21252 16 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Convolutional Neural Network 100%
  • Virtual Reality 100%
  • Research Worker 20%
  • Software 20%
  • User 20%

• Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients

  Korda, A. I., Andreou, C., Avram, M., Handels, H., Martinetz, T. & Borgwardt, S., 13.10.2022, In: Frontiers in Psychiatry. 13, 965128.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Brain 100%
  • Psychosis 100%
  • Patient 100%
  • Analysis 100%
  • Gray Matter 37%
  2 Citations (Scopus)

• Closed-loop acoustic stimulation during an afternoon nap to modulate subsequent encoding

  Koo-Poeggel, P., Neuwerk, S., Petersen, E., Grasshoff, J., Mölle, M., Martinetz, T. & Marshall, L., 12.2022, In: Journal of Sleep Research. 31, 6, e13734.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Slow Oscillation 100%
  • Postlearning Sleep 100%
  • Learning Capacity 100%
  • Electroencephalogram 12%
  • Memory Consolidation 12%

• Differential thalamocortical interactions in slow and fast spindle generation: A computational model

  Mushtaq, M., Marshall, L., Bazhenov, M., Mölle, M. & Martinetz, T., 2022, In: PLoS ONE.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Memory Consolidation 100%
  • Sleep Spindle 100%
  • Local Field Potential 100%
  • Slow-Wave Sleep 50%

• Ensemble Deep Learning and Internet of Things-Based Automated COVID-19 Diagnosis Framework

  Kini, A. S., Gopal Reddy, A. N., Kaur, M., Satheesh, S., Singh, J., Martinetz, T. & Alshazly, H., 2022, In: Contrast Media and Molecular Imaging. 2022, 7377502.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Diagnosis 100%
  • Computed Tomography 100%
  • Learning Model 100%
  • Deep Learning Model 75%
  • Coronavirus 50%

• FP-nets as novel deep networks inspired by vision

  Grüning, P., Martinetz, T. & Barth, E., 04.01.2022, In: Journal of Vision. 22, 1, p. 8 20 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Product Feature 100%
  • Entropy 100%
  • Residual Neural Network 33%
  • Adversarial Machine Learning 33%

• Multi-centric European post-market follow-up study of the Neuroform Atlas Stent System: primary results

  ATLAS EU PMCF Investigators, 07.2022, In: Journal of neurointerventional surgery. 14, 7, p. 694-698 5 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Patient 100%
  • Stent 100%
  • Atlas 100%
  • Aneurysm 100%
  • Cerebrovascular Accident 80%
  7 Citations (Scopus)

• TEVR: Improving Speech Recognition by Token Entropy Variance Reduction

  Krabbenhöft, H. N. & Barth, E., 25.06.2022, arXiv.org 10 p.

  Research output: Contribution to specialist publication › Article

  • Variance Reduction 100%
  • Word Error Rate 66%
  • Privacy Preserving 33%
  • Virtual Assistant 33%
• 2021

  A computational study of suppression of sharp wave ripple complexes by controlling calcium and gap junctions in pyramidal cells

  Mushtaq, M., Haq, R. U., Anwar, W., Marshall, L., Bazhenov, M., Zia, K., Alam, H., Hertel, L., Awan, A. A. & Martinetz, T., 12.2021, In: Bioengineered. 12, 1, p. 2603-2615 13 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Suppression 100%
  • Gap Junction 100%
  • Pyramidal Cell 100%
  • Calcium 100%
  • Hippocampus 60%

• An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs

  Mairhöfer, D., Laufer, M., Simon, P. M., Sieren, M., Bischof, A., Käster, T., Barth, E., Barkhausen, J. & Martinetz, T., 01.07.2021, Proceedings of the Fourth Conference on Medical Imaging with Deep Learning. Heinrich, M., Dou, Q., de Bruijne, M., Lellmann, J., Schläfer, A. & Ernst, F. (eds.). PMLR, Vol. 143. p. 484-496 13 p. (Proceedings of Machine Learning Research).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Evaluation 100%
  • Ankle 100%
  • Artificial Intelligence 100%
  • Diagnosis 50%
  • Accuracy 33%

• A Novel 3D Editor for Gesture Design Based on Labanotation.

  Anderson, K., Kordts, B. & Schrader, A., 13.06.2021, Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021): IEA 2021. Lecture Notes in Networks and Systems, vol 223. Springer, Cham. Springer, Cham

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks

  Grüning, P. & Barth, E., 2021, SVRHM 2021 Workshop NeurIPS.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Residual Neural Network 100%
  • Compression Artifact 100%
  • DenseNet 100%
  • Cortical Cell 50%

• COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans

  Alshazly, H., Linse, C., Abdalla, M., Barth, E. & Martinetz, T., 2021, In: PeerJ Computer Science. 7, p. 1-40 40 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Convolutional Neural Network 100%
  • Detection 14%
  • Diagnosis 14%
  • Network Architecture 14%
  • Classification Task 14%
  7 Citations (Scopus)

• Decision-making about corticosteroids in relapses of multiple sclerosis – development of a questionnaire based on the theory of planned behaviour

  Haker, M., Heesen, C., Wenzel, L., Köpke, S., Rahn, A. C. & Kasper, J., 10.2021, In: Multiple Sclerosis and Related Disorders. 55, 103182.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Deep Learning to Decipher the Progression and Morphology of Axonal Degeneration

  Palumbo, A., Grüning, P., Landt, S. K., Heckmann, L. E., Bartram, L., Pabst, A., Flory, C., Ikhsan, M., Pietsch, S., Schulz, R., Kren, C., Koop, N., Boltze, J., Madany Mamlouk, A. & Zille, M., 25.09.2021, In: Cells. 10, 10

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Axonal Degeneration 100%
  • Axon 33%
  • Cerebral Hemorrhage 13%
  • Neural Network 6%
  • Neuron 6%

• Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning

  Grüning, P., Nette, F., Heldt, N., de Souza, A. C. G. & Barth, E., 2021, Medical Imaging with Deep Learning. p. 219-227 9 p.

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Algorithm 100%
  • Loss 100%
  • Lens 100%
  • Image Reconstruction 100%
  • Deep Learning Method 100%

• Explainable COVID-19 detection using chest CT scans and deep learning

  Alshazly, H., Linse, C., Barth, E. & Martinetz, T., 11.01.2021, In: Sensors (Switzerland). 21, 2, p. 1-22 22 p., 455.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Detection 100%
  • Diagnosis 33%
  • Network Architecture 33%
  • Deep Learning Model 33%
  • Visualization Feature 33%

• FP-Nets for Blind Image Quality Assessment

  Grüning, P. & Barth, E., 2021, HVEI. p. 10402-1 - 10402-13

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Product Feature 100%
  • Network Architecture 33%
  • Input Feature Map 33%
  • Cortical Area 33%
  • Biological Vision 33%

• Robust and Markerfree in vitro Axon Segmentation with CNNs

  Grüning, P., Palumbo, A., Landt, S. K., Heckmann, L., Brackhagen, L., Zille, M. & Mamlouk, A. M., 2021, MobiHealth 2020: Wireless Mobile Communication and Healthcare. Springer, Cham, Vol. 362. p. 274-284 11 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 362).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Contrast 100%
  • Axon 100%
  • Semantics 33%
  • Microscopy 33%
  • Neural Network 33%

• Towards Explainable Ear Recognition Systems Using Deep Residual Networks

  Alshazly, H., Linse, C., Barth, E., Idris, S. A. & Martinetz, T., 2021, In: IEEE Access. 9, p. 122254-122273 20 p., 9526589.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Ears Recognition 100%
  • Deep Residual Network 100%
  • Residual Neural Network 25%
  • Classifier 12%
  • Network Architecture 12%
  4 Citations (Scopus)
• 2020

  Abstract: Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue Outcomes

  Lucas, C., Aulmann, L. F., Kemmling, A., Mamlouk, A. M. & Heinrich, M. P., 12.02.2020, Bildverarbeitung für die Medizin 2020. Tolxdorff, T., M. Deserno, T., Handels, H., Maier, A., H. Maier-Hein, K. & Palm, C. (eds.). Wiesbaden: Springer Vieweg, Wiesbaden, p. 143-143 1 p. (Informatik aktuell).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

• A Multi-Organ Nucleus Segmentation Challenge

  Kumar, N., Verma, R., Anand, D., Zhou, Y., Onder, O. F., Tsougenis, E., Chen, H., Heng, P. A., Li, J., Hu, Z., Wang, Y., Koohbanani, N. A., Jahanifar, M., Tajeddin, N. Z., Gooya, A., Rajpoot, N., Ren, X., Zhou, S., Wang, Q. & Shen, D. & 67 others, Yang, C. K., Weng, C. H., Yu, W. H., Yeh, C. Y., Yang, S., Xu, S., Yeung, P. H., Sun, P., Mahbod, A., Schaefer, G., Ellinger, I., Ecker, R., Smedby, O., Wang, C., Chidester, B., Ton, T. V., Tran, M. T., Ma, J., Do, M. N., Graham, S., Vu, Q. D., Kwak, J. T., Gunda, A., Chunduri, R., Hu, C., Zhou, X., Lotfi, D., Safdari, R., Kascenas, A., O'Neil, A., Eschweiler, D., Stegmaier, J., Cui, Y., Yin, B., Chen, K., Tian, X., Gruening, P., Barth, E., Arbel, E., Remer, I., Ben-Dor, A., Sirazitdinova, E., Kohl, M., Braunewell, S., Li, Y., Xie, X., Shen, L., Ma, J., Baksi, K. D., Khan, M. A., Choo, J., Colomer, A., Naranjo, V., Pei, L., Iftekharuddin, K. M., Roy, K., Bhattacharjee, D., Pedraza, A., Bueno, M. G., Devanathan, S., Radhakrishnan, S., Koduganty, P., Wu, Z., Cai, G., Liu, X., Wang, Y. & Sethi, A., 05.2020, In: IEEE Transactions on Medical Imaging. 39, 5, p. 1380-1391 12 p., 8880654.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Segmentation 100%
  • Annotation 100%
  • Team 100%
  • U-Net 50%
  • Residual Neural Network 50%
  12 Citations (Scopus)

• A task-dependent active learning method for axon segmentation with CNNs

  Grüning, P., Palumbo, A., Zille, M., Barth, E. & Mamlouk, A. M., 16.02.2020. 2 p.

  Research output: Contribution to conference › Conference Papers › peer-review

  • Neural Network 100%
  • Axon 100%

• Brain tumor classification in MRI image using convolutional neural network

  Khan, H. A., Jue, W., Mushtaq, M. & Mushtaq, M., 15.09.2020, In: Mathematical Biosciences and Engineering. 17, 5, p. 6203-6216 14 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Convolutional Neural Network 100%
  • Model 100%
  • Magnetic Resonance Imaging 100%
  • Tumor 100%
  • Neural Network 100%
  2 Citations (Scopus)

• Deep Convolutional Neural Networks for Unconstrained Ear Recognition

  Alshazly, H., Linse, C., Barth, E. & Martinetz, T., 14.09.2020, In: IEEE Access. 8, p. 170295-170310 16 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Ears Recognition 100%
  • Algorithms 33%
  • Recognition Performance 33%
  • Convolutional Neural Network 33%
  • Domain Adaptation 33%

• Deep Neural-Gas Clustering for Instance Segmentation across Imaging Experiments

  Grüning, P. & Mamlouk, A. M., 07.2020, 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 9207602. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Algorithms 50%
  • Segmentation 50%
  • Training Data 50%
  • Microscopic Image 50%

• EntireAxon: Deep learning deciphers four distinct patterns of axonal degeneration

  Palumbo, A., Grüning, P., Landt, S. K., Heckmann, L. E., Bartram, L., Pabst, A., Flory, C., Ikhsan, M., Pietsch, S., Schulz, R., Kren, C., Koop, N., Boltze, J., Mamlouk, A. M. & Zille, M., 2020, In: bioRxiv. p. 1-38 38 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Axonal Degeneration 100%
  • Nerve Fiber Degeneration 100%
  • Morphology 22%
  • Cerebral Hemorrhage 11%
  • Axon 11%

• Estimation of the Principal Ischaemic Stroke Growth Directions for Predicting Tissue Outcomes

  Lucas, C., Aulmann, L. F., Kemmling, A., Madany Mamlouk, A. & Heinrich, M. P., 19.05.2020, BrainLes 2019: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Crimi, A. & Bakas, S. (eds.). Springer, Cham, Vol. 11992 LNCS. p. 69-79 11 p. (Lecture Notes in Computer Science; vol. 11992 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Cerebrovascular Accident 100%
  • Brain Ischemia 100%
  • Neural Network 100%
  • Brain 50%
  • Brain Lesion 50%

• Exhaustion of tumour-infiltrating T-cell receptor repertoire diversity is an age-dependent indicator of immunological fitness independently predictive of clinical outcome in Burkitt lymphoma

  Rieken, J., Bernard, V., Witte, H. M., Peter, W., Merz, H., Olschewski, V., Hertel, L., Lehnert, H., Biersack, H., von Bubnoff, N., Feller, A. C. & Gebauer, N., 2020, In: British Journal of Haematology.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Neoplasm 100%
  • Indicator 100%
  • Burkitt's Lymphoma 100%
  • B Cell 100%
  • T Cell Receptor 80%

• Feature Products Yield Efficient Networks

  Grüning, P., Martinetz, T. & Barth, E., 19.08.2020, In: arXiv.org. 7 p.

  Research output: Journal Articles › Journal articles › Research

  • Product Feature 100%
  • Design Principle 100%
  • Network Architecture 25%
  • Convolutional Neural Network 25%
  • Building-Blocks 25%

• Following Forrest Gump: Smooth pursuit related brain activation during free movie viewing

  Agtzidis, I., Meyhöfer, I., Dorr, M. & Lencer, R., 01.08.2020, In: NeuroImage. 216, 116491.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Smooth Pursuit 100%
  • Brain Activation 100%
  • Saccade 66%
  • Eye Movement 33%
  • Functional Magnetic Resonance Imaging 25%

• GUEST EDITORIAL

  Martinetz, T., Beggs, C. & Barth, E., 11.2020, In: Computational Intelligence. 36, 4, p. 1444 1 p.

  Research output: Journal Articles › Editorial

• KI-SIGS: Artificial Intelligence for the Northern German Health Ecosystem

  Fischer, S., Leucker, M., Lüth, C., Martinetz, T., Mildner, R., Nowotka, D. & Steinicke, F., 01.2020, In: Digitale Welt. 4, 1, p. 49-54 6 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

• Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks

  Grüning, P., Martinetz, T. & Barth, E., 14.10.2020, ICANN 2020: Artificial Neural Networks and Machine Learning – ICANN 2020. Farkaš, I., Masulli, P. & Wermter, S. (eds.). Cham: Springer, Cham, Vol. 12397 LNCS. p. 79-91 13 p. (Lecture Notes in Computer Science; vol. 12397 LNCS).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Network Architecture 100%
  • Convolutional Neural Network 100%
  • Product Feature 100%
  • Feature Map 100%

• Solving Raven's Progressive Matrices with Multi-Layer Relation Networks

  Jahrens, M. & Martinetz, T., 07.2020, 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, 9207319. (Proceedings of the International Joint Conference on Neural Networks).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Machine Learning 49%

• Stimulation augments spike sequence replay and memory consolidation during slow-wave sleep

  Wei, Y., Krishnan, G. P., Lisa Marshall, X., Martinetz, T. & Bazhenov, M., 22.01.2020, In: Journal of Neuroscience. 40, 4, p. 811-824 14 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Memory Consolidation 100%
  • Slow-Wave Sleep 100%
  • Synaptic Plasticity 12%
  3 Citations (Scopus)
• 2019

  Ensembles of deep learning models and transfer learning for ear recognition

  Alshazly, H., Linse, C., Barth, E. & Martinetz, T., 01.10.2019, In: Sensors (Switzerland). 19, 19, 4139.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Deep Learning Model 100%
  • Ears Recognition 100%
  • Neural Network 100%
  • Learning Model 100%
  • Training 50%
  9 Citations (Scopus)

• Ethische Leitsätze für die Erforschung und Verwendung von Künstlicher Intelligenz an der Universität zu Lübeck

  Herzog, C., Rehmann-Sutter, C., Haase, J., Heinrich, M., Ernst, F., Rückert, E., König, I. R., Schrader, A., Heine, M., Madany Mamlouk, A., Franke, T., Rostalski, P. & Martinetz, T., 2019, Lübeck.

  Research output: Working Papers › Working papers

• Free visual exploration of natural movies in schizophrenia

  Silberg, J. E., Agtzidis, I., Startsev, M., Fasshauer, T., Silling, K., Sprenger, A., Dorr, M. & Lencer, R., 01.06.2019, In: European Archives of Psychiatry and Clinical Neuroscience. 269, 4, p. 407-418 12 p.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Schizophrenia 100%
  • Behavior (Neuroscience) 100%
  • Eye-Tracking 80%
  • Eye Movement 25%
  • Saccade 25%

• Gene-diet interactions associated with complex trait variation in an advanced intercross outbred mouse line

  Vorobyev, A., Gupta, Y., Sezin, T., Koga, H., Bartsch, Y. C., Belheouane, M., Künzel, S., Sina, C., Schilf, P., Körber-Ahrens, H., Beltsiou, F., Lara Ernst, A., Khil'chenko, S., Al-Aasam, H., Manz, R. A., Diehl, S., Steinhaus, M., Jascholt, J., Kouki, P. & Boehncke, W.-H. & 10 others, Mayadas, T. N., Zillikens, D., Sadik, C. D., Nishi, H., Ehlers, M., Möller, S., Bieber, K., Baines, J. F., Ibrahim, S. M. & Ludwig, R. J., 01.12.2019, In: Nature Communications. 10, 1, p. 4097 4097.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Gene 100%
  • Genetic Susceptibility 66%
  • Quantitative Trait Locus 33%
  • Genetic Predisposition 33%
  • Whole Genome Sequencing 33%

• Handcrafted versus CNN features for ear recognition

  Alshazly, H., Linse, C., Barth, E. & Martinetz, T., 01.12.2019, In: Symmetry. 11, 12, 1493.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Convolutional Neural Network 100%
  • Ears Recognition 100%
  • image feature 16%
  • Classifier 16%
  • Learning System 16%
  2 Citations (Scopus)

• Multi-layer relation networks for relational reasoning

  Jahrens, M. & Martinetz, T., 07.01.2019, APPIS '19: Proceedings of the 2nd International Conference on Applications of Intelligent Systems. Petkov, N., Strisciuglio, N. & M. Travieso, C. (eds.). ACM, p. 1–5 5 p. 10. (ACM International Conference Proceeding Series).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

  • Network Architecture 25%
• 2018

  CD154 Costimulation Shifts the Local T-Cell Receptor Repertoire Not Only During Thymic Selection but Also During Peripheral T-Dependent Humoral Immune Responses

  Fähnrich, A., Klein, S., Sergé, A., Nyhoegen, C., Kombrink, S., Möller, S., Keller, K., Westermann, J. & Kalies, K., 2018, In: Frontiers in Immunology. 9, p. 1019

  Research output: Journal Articles › Journal articles › Research › peer-review

  • T Cell Receptor 100%
  • Humoral Immunity 100%
  • T-Helper Cell 25%
  • Differentiation 12%
  • Germinal Center 12%

• Dimensional complexity of the resting brain in healthy aging, using a normalized MPSE

  Scheel, N., Franke, E., Münte, T. F. & Madany Mamlouk, A., 19.11.2018, In: Frontiers in Human Neuroscience. 12, 451.

  Research output: Journal Articles › Journal articles › Research › peer-review

  • Brain 100%
  • Complexity 100%
  • Functional Magnetic Resonance Imaging 75%
  • Electroencephalogram 50%
  • Brain Activity 40%

• Head-to-Steering-Wheel Distance Estimation Based on a Monocular RGB Camera with Convolutional Neuronal Networks

  Vothknecht, E., Coleca, F., Klement, S. & Handels, H., 07.03.2018, Student Conference Proceedings 2018. Buzug, T., Handels, H. & Klein, S. (eds.). Infinite Science Publishing, p. 291-294 4 p. (Student Conference Proceedings).

  Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review