Publications

  • Schwarz C, Buchholz R, Jawad M, Hoesker V, Terwesten-Solé C, Karst U, Linsen L, Vogl T, Hoerr V, Wildgruber M, Faber C. . ‘Fingerprints of Element Concentrations in Infective Endocarditis Obtained by Mass Spectrometric Imaging and t-Distributed Stochastic Neighbor Embedding.’ ACS Infectious Diseases 8, No. 2: 360–372. doi: 10.1021/acsinfecdis.1c00485.

  • Jawad M, Soltwisch J, Dreisewerd K, and Linsen L. . ‘Interactive Visual Analysis of Mass Spectrometry Imaging Data Using Linear and Non-linear Embeddings.’ Information 11, No. Trends and Opportunities in Visualization and Visual Analytics: 575–596.
  • Jawad M, Soltwisch J, Dreisewerd K, Linsen L. . ‘Interactive Visual Analysis of Mass Spectrometry Imaging Data Using Linear and Non-Linear Embeddings.’ Information 11, No. 12: 575. doi: 10.3390/info11120575.
  • Jawad M, Molchanov V, Linsen L. . ‘A Reproducibility Study for Visual MRSI Data Analytics.’ In Computer Vision, Imaging and Computer Graphics Theory and Applications, edited by Cláudio AP, Bouatouch K, Chessa M, Paljic A, Kerren A, Hurter C, Tremeau A, Farinella GM, 362–388. Cham: Springer International Publishing. doi: 10.1007/978-3-030-41590-7_15.

  • Jawad M, Evers M, Gerwing A, Herick M, Seibert D, Bauer J, Kugel H, Ohrmann P, Linsen L. . ‘A Visual Analytics Approach for Comparing Cohorts in Single-Voxel Magnetic Resonance Spectroscopy Data.’ In Advances in Experimental Medicine and Biology (AEMB), edited by Rea PM, 115–136. 2nd Ed. Cham: Springer VDI Verlag. doi: 10.1007/978-3-030-14227-8_9.
  • Jawad. M, Molchanov. V, Linsen. L. . ‘Coordinated Image- and Feature-space Visualization for Interactive Magnetic Resonance Spectroscopy Imaging Data Analysis.’ In Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: IVAPP,, 118–128.: SciTePress. doi: 10.5220/0007571801180128.

  • Ristovski Gordan, Jawad Muhammad, K. Hahn Horst, Linsen Lars. . ‘Designing Ensembles for Uncertainty-aware Vessel Segmentations from MRI Data.’ In In Proceedings of international conference on Computer Assisted Radiology and Surgery.

  • Jawad M, Linsen L. ‘Visual Analysis of Magnetic Resonance Spectroscopy Imaging Data for the Study of Human Brain Tumors.’ contributed to the EuroVis 2017 Poster Proceedings, Barcelona, Spain, . doi: 10.2312/eurp.20171178.