MRI/S – Ex Tenebris Scientia https://langbein.org Frank C Langbein Wed, 25 Feb 2026 09:50:11 +0000 en-GB hourly 1 https://langbein.org/wp-content/uploads/2015/11/symmetry-150x150.png MRI/S – Ex Tenebris Scientia https://langbein.org 32 32 https://creativecommons.org/licenses/by-nc-sa/4.0/ 103224400 The Sim-to-Real Gap in MRS Quantification: A Systematic Deep Learning Validation for GABA https://langbein.org/mrsnetae/ Mon, 23 Feb 2026 20:36:36 +0000 https://langbein.org/?p=3673 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3673 The Impact of Training Data on MRS Metabolite Quantification with Deep Learning https://langbein.org/ismrm2025/ Fri, 14 Feb 2025 13:37:39 +0000 https://langbein.org/?p=3633 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3633 Texture Feature Analysis for Classification of Early-Stage Prostate Cancer in mpMRI https://langbein.org/aiih2024/ Mon, 01 Jul 2024 13:49:18 +0000 https://langbein.org/?p=3578 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3578 Assessing and Enhancing the Robustness of Brain Tumor Segmentation using a Probabilistic Deep Learning Architecture https://langbein.org/ismrm2024/ Sat, 29 Jun 2024 15:39:01 +0000 https://langbein.org/?p=3560 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3560 LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation https://langbein.org/latup-net/ Wed, 03 Apr 2024 14:37:59 +0000 https://langbein.org/?p=3551 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3551 Metabolite Quantification with AI from MR Spectra https://langbein.org/cardiff-ucas-2024-01-29/ Mon, 29 Jan 2024 15:35:55 +0000 https://langbein.org/?p=3570 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3570 Quantification of Metabolites in Magnetic Resonance Spectra with Deep Learning – Insights from Training and Performance Evaluation on Simulated and Real Data https://langbein.org/talk-bmva-workshop-2023/ Tue, 12 Sep 2023 13:58:17 +0000 https://langbein.org/?p=3464 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3464 Control and Machine Learning for Magnetic Resonance Spectroscopy https://langbein.org/ficta2023/ Sun, 07 May 2023 13:45:51 +0000 https://langbein.org/?p=3439 https://creativecommons.org/licenses/by-nc-sa/4.0/ 3439 MRSNet: Metabolite Quantification from Edited Magnetic Resonance Spectra With Convolutional Neural Networks https://langbein.org/mrsnet-paper/ Fri, 06 Sep 2019 10:31:21 +0000 https://langbein.org/?p=2959 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2959 Benchmarking GABA Quantification: A Ground Truth Data Set and Comparative Analysis of TARQUIN, LCModel, jMRUI and Gannet https://langbein.org/mrs_quant/ Fri, 06 Sep 2019 08:58:21 +0000 https://langbein.org/?p=2950 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2950 MRSNet https://langbein.org/mrsnet/ Fri, 16 Aug 2019 12:52:19 +0000 https://langbein.org/?p=2934 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2934 Magnetic resonance spectroscopy data for GABA quantification using MEGAPRESS pulse sequence https://langbein.org/gabaphantoms_20190815/ Thu, 15 Aug 2019 17:20:52 +0000 https://langbein.org/?p=2924 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2924 Quantification of edited magnetic resonance spectroscopy: a comparative phantom based study of analysis methods https://langbein.org/quantification-of-edited-magnetic-resonance-spectroscopy-a-comparative-phantom-based-study-of-analysis-methods/ Wed, 20 Feb 2019 19:15:56 +0000 https://langbein.org/?p=2844 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2844 Design of novel MRI pulse sequences for GABA quantification using optimal control https://langbein.org/design-novel-mri-pulse-sequences-gaba-quantification-using-optimal-control/ Tue, 25 Jul 2017 16:46:33 +0000 https://langbein.org/?p=2629 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2629 Modelling, Optimization and QA for Magnetic Resonance Spectroscopy https://langbein.org/modelling-optimization-qa-magnetic-resonance-spectroscopy/ Tue, 25 Jul 2017 16:38:29 +0000 https://langbein.org/?p=2622 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2622 Quantum Control for Magnetic Resonance Spectroscopy https://langbein.org/quantum-control-magnetic-resonance-spectroscopy/ Tue, 25 Jul 2017 16:21:52 +0000 https://langbein.org/?p=2614 https://creativecommons.org/licenses/by-nc-sa/4.0/ 2614