Malignant reconstructed data

Exact Reconstruction of Metabolite Concentrations by FPT Using Only 64 FID Points from N = 1024 Benign (Top), Malignant (Bottom) Curve (Absorption Total Shape Spectrum), Symbols (Metabolite Concentrations Input Data x , Pade-Reconstructed Data o )... 

Table 6.3 Reconstruction by the FPT of spectral parameters and concentrations of metabolites for a synthesized time signal based on MRS data as encoded in vitro in Ref. [23] from cyst fluid of malignant ovaries. Convergence is attained at N/16 = 64 (N = 1024 middle panel (ii)).

Figure 6.8 Convergence of the metabolite concentrations as reconstructed by the FPT for benign (left column) and malignant (right column) ovarian cyst data from Ref. [23]. Convergence has not occurred at N/32 = 32 (upper panels (i) and (iv)). The Pade-reconstructed concentrations at N/16 = 64, are converged for all 12 metabolites (middle panels (ii) and (v)). Stable convergence is shown at N/8 = 128 on the lower panels (ill) and (vi) and was verified explicitly at N/4 = 256, N/2 = 512, and N = 1024.

Figure 6.17 Converged metabolite concentration maps at Np = 1500 as reconstructed by the FPT for normal breast tissue (upper panel (i)), fibroadenoma (middle panel (ii)), and malignant breast (lower panel (iii)) derived from in vitro data in Ref. [31].

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