401-4788-16L
Mathematics of (Super-Resolution) Biomedical Imaging
| Semester | Frühjahrssemester 2020 |
| Dozierende | H. Ammari |
| Periodizität | jährlich wiederkehrende Veranstaltung |
| Lehrsprache | Englisch |
| Kommentar | NOTICE: The exercise class scheduled for 5 March has been cancelled |
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| Aufzeichnung | 16 March: Lecture 04, slides 1-12: Scale separation techniques |
| 16 March: Lecture 04, slides 13-21: Scale separation techniques |
| 23 March: Lecture 04, slides 22-34: Scale separation techniques |
| 23 March: Lecture 04, slides 35-42: Scale separation techniques |
| 30 March: Lecture 05, slides 1-20: Photo-acoustic imaging |
| 30 March: Lecture 05, slides 21-27: Photo-acoustic imaging |
| 6 April: Lecture 06, slides 1-19: Quantitative thermo-acoustic imaging |
| 20 April: Lecture 07, slides 1-22: Ultrasonically-induced Lorentz force imaging |
| 27 April: Lecture 08, slides 1-40: Ultrasound-modulated optical tomography |
| 4 May: Lecture 09, slides 1-20: Acousto-electric imaging |
| 11 May: Lecture 10, slides 1-27: Viscoelastic modulus reconstruction and full-field OCT elastography |
| 18 May: Lecture 11, slides 1-32: Effective electrical tissue properties imaging |
| 25 May: Lecture 12, slides 1-21: Plasmonic nanoparticle imaging |
| Dokumente | Lecture 00 - Introduction |
| Lecture 01 - Basic mathematical concepts |
| Lecture 02 - Tissues properties |
| Lecture 03 - Layer potential techniques |
| Lecture 04 - Scale separation techniques |
| Lecture 05 - Photo-acoustic imaging |
| Lecture 06 - Quantitative thermo - acoustic imaging |
| Lecture 07 - Ultrasonically-induced Lorentz force imaging |
| Lecture 08 - Ultrasound-modulated optical tomography |
| Lecture 09 - Acousto-electric imaging |
| Lecture 10 - Viscoelastic modulus reconstruction and full-field OCT elastography |
| Lecture 11 - Effective electrical tissue properties imaging |
| Lecture 12 - Plasmonic nanoparticle imaging |
| Literatur | Mathematics of Super-Resolution Biomedical Imaging - Lecture Notes |
| Mathematics of Super-Resolution Biomedical Imaging - Tutorial Notes |
| Weitere Links | Tutorial 01 Codes - SVD Regularizarion |
| Tutorial 02 Codes - Random Medium Generation |
| Tutorial 03 Codes - Spherical Means Radon Transform Inversion |
| Tutorial 04 Codes - Neumann Poincare Operator |
| Tutorial 05 Codes - Electrical Impedance Tomography |
| Tutorial 06 Codes - Anomaly Detection Algorithms (MUSIC, Kirchhoff Migration) |
| Tutorial 07 Codes - Inversion Spherical Radon Transform with Total Variation Regularization |
| Tutorial 08 Codes - Gradient Descent Magneto Acoustic Tomography |
| Tutorial 09 Codes - OCT Elastography |
| Es werden nur die öffentlichen Lernmaterialien aufgeführt. |
