Research map: Machine learning assisted prediction of cartilage histology using MR fingerprinting – a preliminary study

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  1. elastix: A Toolbox for Intensity-Based Medical Image Registration · Stefan Klein · 2009 · 4437 citations · Cited by this paper
  2. On z-shimming of non-linear and inhomogeneous through-slice field variations: insights from numerical simulations · 2026 · Related
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  11. Form und Bau der Gelenkknorpel in ihren Beziehungen zur Funktion · Alfred Benninghoff · 1925 · 519 citations · Cited by this paper
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  13. SVD Compression for Magnetic Resonance Fingerprinting in the Time Domain · Debra McGivney · 2014 · 328 citations · Cited by this paper
  14. CMR T1 and T2 mapping and extracellular volume quantification in systolic phase produces superior image quality with less motion artifacts and equal mapping values compared to conventional diastolic mapping · 2026 · Related
  15. Magic-Angle Effect in Magnetic Resonance Imaging of Articular Cartilage · Yang Xia · 2000 · 301 citations · Cited by this paper
  16. Denoising strategies for higher resolution Q-space trajectory imaging with limited scanner hardware · 2026 · Related
  17. Microspectrophotometric quantitation of glycosaminoglycans in articular cartilage sections stained with Safranin O · Ilkka Kiviranta · 1985 · 260 citations · Cited by this paper
  18. Towards an anthropomorphic MRI phantom mimicking static and dynamic B0 field variations in the human cervical spinal cord · 2026 · Related
  19. Depth-wise progression of osteoarthritis in human articular cartilage: investigation of composition, structure and biomechanics · Simo S. Saarakkala · 2009 · 253 citations · Cited by this paper
  20. Development and in vivo proof-of-concept of delayed alternating nutation tailored excitation point resolved spectroscopy (dante-press): a frequency-selective single voxel spectroscopy sequence applied to in vivo measurements of naa and glu at 7.0 T · 2026 · Related
  21. The "magic angle" effect: background physics and clinical relevance. · Scott J. Erickson · 1993 · 219 citations · Cited by this paper
  22. Low rank alternating direction method of multipliers reconstruction for MR fingerprinting · Jakob Assländer · 2017 · 218 citations · Cited by this paper
  23. Further studies on the composition of human femoral head cartilage. · Alice Maroudas · 1980 · 200 citations · Cited by this paper
  24. Practical considerations in the use of polarized light microscopy in the analysis of the collagen network in articular cartilage · Jarno Rieppo · 2007 · 196 citations · Cited by this paper
  25. Proteoglycan and collagen sensitive MRI evaluation of normal and degenerated articular cartilage · Mikko Johannes Nissi · 2003 · 167 citations · Cited by this paper
  26. Prediction of biomechanical properties of articular cartilage with quantitative magnetic resonance imaging · Miika Tapio Nieminen · 2003 · 139 citations · Cited by this paper
  27. MR‐microscopic visualization of anisotropic internal cartilage structures using the magic angle technique · Wilfried Gründer · 1998 · 116 citations · Cited by this paper
  28. Magnetic resonance fingerprinting Part 1: Potential uses, current challenges, and recommendations · Megan E. Poorman · 2019 · 85 citations · Cited by this paper
  29. Rapid Radial T 1 and T 2 Mapping of the Hip Articular Cartilage With Magnetic Resonance Fingerprinting · Martijn A. Cloos · 2018 · 72 citations · Cited by this paper
  30. Biophysics and Biochemistry of Cartilage by NMR and MRI · 2016 · 66 citations · Cited by this paper
  31. Magnetic resonance fingerprinting review part 2: Technique and directions · Debra McGivney · 2019 · 65 citations · Cited by this paper
  32. Mechanical characterization of articular cartilage by combining magnetic resonance imaging and finite-element analysis—a potential functional imaging technique · Petro Julkunen · 2008 · 58 citations · Cited by this paper
  33. Assessment of interstitial water content of articular cartilage with T1 relaxation · Jatta Berberat · 2008 · 57 citations · Cited by this paper
  34. Measurement of joint space width in hip osteoarthritis: influence of joint positioning and radiographic procedure · G.-R. Auleley · 2001 · 56 citations · Cited by this paper
  35. Multi‐parametric MRI characterization of enzymatically degraded articular cartilage · Mikko Johannes Nissi · 2015 · 40 citations · Cited by this paper
  36. Biexponential T 2 relaxation estimation of human knee cartilage in vivo at 3T · Azadeh Sharafi · 2017 · 30 citations · Cited by this paper
  37. Evaluation of articular cartilage with quantitative MRI in an equine model of post‐traumatic osteoarthritis · Abdul Wahed Kajabi · 2020 · 30 citations · Cited by this paper
  38. Elevated adiabatic T1ρ and T2ρ in articular cartilage are associated with cartilage and bone lesions in early osteoarthritis: A preliminary study · Victor Casula · 2017 · 29 citations · Cited by this paper
  39. Multiparametric MRI and Computational Modelling in the Assessment of Human Articular Cartilage Properties: A Comprehensive Approach · Johannes Thüring · 2018 · 27 citations · Cited by this paper

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