Amir Madany Mamlouk

Research output

Research Output per year 2000 2011 2018 2020 2021

• 16 Conference contribution
• 9 Journal articles
• 1 Conference Papers
• 1 Working papers

Research Output per year

Research Output per year

Search results

• 2021

  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%
• 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

• 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%

• 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%
• 2018

  Multi-scale neural network for automatic segmentation of ischemic strokes on acute perfusion images

  Lucas, C., Kemmling, A., Mamlouk, A. M. & Heinrich, M. P., 23.05.2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018). IEEE, Vol. 2018-April. p. 1118-1121 4 p. (Proceedings - International Symposium on Biomedical Imaging).

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

  • Automatic Segmentation 100%
  • U-Net 100%
• 2017

  Perception space analysis: From color vision to odor perception

  Mamlouk, A. M., Haker, M. & Martinetz, T., 30.06.2017, 2017 International Joint Conference on Neural Networks (IJCNN). IEEE, Vol. 2017-May. p. 689-696 8 p. 7965919. (Proceedings of the International Joint Conference on Neural Networks).

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

  • Analysis Method 100%
• 2015

  Selection of Seeds for Resting-State fMRI-Based Prediction of Individual Brain Maturity

  Scheel, N., Essenwanger, A., Münte, T. F., Heldmann, M., Krämer, U. M. & Mamlouk, A. M., 25.02.2015, Bildverarbeitung für die Medizin 2015. Handels, H., Deserno, T. M., Meinzer, H.-P. & Tolxdorff, T. (eds.). Springer Verlag, p. 371-376 6 p. (Informatik aktuell).

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

  • Age 100%
  • Functional Magnetic Resonance Imaging 100%
  • Brain 100%
  • Support Vector Machine 50%
• 2014

  The Benchmark Data SET CeTReS.B-MI for in vitro Mitosis Detection

  Becker, T., Kanje, W., Rapoport, D., Thierbach, K., Scherf, N., Roeder, I. & Mamlouk, A. M., 31.07.2014, 014 IEEE 11th International Symposium on Biomedical Imaging (ISBI). IEEE, p. 469-472 4 p. (IEEE proceedings).

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

  • Dataset 50%
  • Experiment 25%
  • High Accuracy 25%
  • Illustrates 25%
  • Classifier 25%

• The importance of physiological noise regression in high temporal resolution fMRI

  Scheel, N., Chang, C. & Mamlouk, A. M., 01.01.2014, Artificial Neural Networks and Machine Learning - ICANN 2014. Wermter, S., Weber, C., Duch, W., Honkela, T., Koprinkova-Hristova, P., Magg, S., Palm, G. & Villa, A. E. P. (eds.). 1 ed. Springer Verlag, Vol. 8681. p. 829-836 8 p. (Lecture Notes in Computer Science).

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

  • Utmost Importance 33%
  • Magnitude 20%
• 2013

  Combining phase contrast and immunofluorescence images using geometric hashing

  Becker, T., Schultz, S., Rapoport, D. H. & Mamlouk, A. M., 22.08.2013, 2013 IEEE 10th International Symposium on Biomedical Imaging. IEEE, p. 906-909 4 p. 6556622. (Proceedings - International Symposium on Biomedical Imaging).

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

  • Algorithms 100%
  • Relationships 33%
  • Differentiation 16%
  • Stem Cell 16%
  • Map 10%
• 2012

  A Multivariate Approach to Estimate Complexity of FMRI Time Series

  Schütze, H., Martinetz, T., Anders, S. & Mamlouk, A. M., 2012, Artificial Neural Networks and Machine Learning - ICANN 2012, 22nd International Conference, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II. Villa, A. E. P., Duch, W., Érdi, P., Masulli, F. & Palm, G. (eds.). Springer Verlag, Vol. 7553. p. 540-547 8 p. (Lecture Notes in Computer Science; vol. 7553).

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

  • Functional Magnetic Resonance Imaging 100%
  • Complexity 100%
  • Brain 25%
  • Brain Imaging 25%
  • Analysis Method 16%

• From timelapse-data to genealogic trees: Using different contrast mechanisms to improve cell tracking

  Becker, T., Rapoport, D. H. & Mamlouk, A. M., 12.07.2012, 9th IEEE International Symposium on Biomedical Imaging (ISBI) 2012. IEEE, p. 386-389 4 p. 12864349 . (IEEE Conference Proceedings).

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

  • Cells 100%
  • Analysis 25%
  • Evaluation 12%
  • Marker 12%
  • Illumination 12%
• 2011

  Adaptive Mitosis Detection in Large in vitro Stem Cell Populations using Timelapse Microscopy

  Becker, T., Rapoport, D. H. & Mamlouk, A. M., 13.03.2011, Bildverarbeitung für die Medizin 2011. Handels, H., Ehrhardt, J., Deserno, T. M., Meinzer, H.-P. & Tolxdorff, T. (eds.). Berlin, Heidelberg: Springer Berlin Heidelberg, p. 49-53 5 p. (Informatik aktuell).

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

  • Stem Cell 100%
  • Experiment 50%
  • Dataset 25%

• SNPboost: Interaction analysis and risk prediction on GWA data

  Brænne, I., Erdmann, J. & Mamlouk, A. M., 2011, Artificial Neural Networks and Machine Learning – ICANN 2011. Honkela, T., Duch, W., Girolami, M. & Kaski, S. (eds.). Springer Verlag, Vol. 6792. p. 111-118 8 p. (Lecture Notes in Computer Science; vol. 6792 ).

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

  • Prediction 100%
  • Selection 33%
  • Nonlinear 33%
• 2010

  Sparse Coding for Feature Selection on Genome-wide Association Data

  Brænne, I., Labusch, K. & Mamlouk, A. M., 08.2010, Artificial Neural Networks – ICANN 2010. Diamantaras, K., Duch, W. & Iliadis, L. S. (eds.). Springer Verlag, Vol. 6352. p. 337-346 10 p. (Lecture Notes in Computer Science; vol. 6352).

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

  • Feature Selection 100%
  • Selection 100%
  • Sample Size 100%
  • Wide Association Study 66%
  • Univariate 33%
• 2000

  Ein 3D Weltmodell zur teilaktiven Positionsverfolgung in komplexen dynamischen Umgebungen

  Walthelm, A., Kluthe, R. & Mamlouk, A. M., 2000, Autonome Mobile Systeme 1999. Schmidt, G., Hanebeck, U. & Freyberger, F. (eds.). Berlin, Heidelberg: Springer Berlin Heidelberg, p. 272-281 10 p. (Informatik aktuell ).

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