A frontotemporal dementia-like phenotype in schizophrenia: links to striatal dopamine and iron accumulation.

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1. [1] § Materials and methods › Participants ↔ searchindex.js, the whole file · a weak match · score 0.78 · London, granted, health, mental, psychiatrist, article
2. [2] § Materials and methods › Data analysis › Machine-learning analysis ↔ simulation/nk_SimulateML2.m, lines 1–84 · score 0.70 · outer folds, NeuroMiner, cross validation, machine learning, nested, library
3. [3] § Materials and methods › Data analysis › Pre-trained bvFTD classifier ↔ searchindex.js, the whole file · a weak match · score 0.70 · cross validation, morphometry, resliced, segmentation, sex, volume
4. [4] § Materials and methods › Data analysis › Statistical analysis ↔ JuSpace/compute_DomainGauges_2D.m, lines 1–148 · score 0.55 · Pearson correlations, correlation coefficients, Fisher, transformation, scores, NM
5. [5] § Materials and methods › Data analysis › Pre-trained bvFTD classifier ↔ preproc/drrobust/robpca.m, lines 1–60 · score 0.54 · principal component, high dimensional, cross validation, covariate, maps, preprocessed
6. [6] § Materials and methods › Data analysis › Machine-learning analysis ↔ trainpredict/liblinear-2.44/python/liblinear/liblinearutil.py, lines 43–162 · score 0.52 · support vector regression, cross validation, SVR, LIBSVM, folds, Machine

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1. Search.setIndex({"docnames": ["0.0_previous_MLSchool", "0.1_2023_MLSchool", "0.1_2023_MLSchool_AsiaPacific", "0.1_2024_MLSchool", "1.0_introduction", "2.0_prerequisites", "3.0.00_macos_users", "3.0.01_python_matlab", "3.0_gettingstarted", "4.0_mainmenu", "4.10_mainmenu_save_struct", "4.11_mainmenu_change_wd", "4.12_mainmenu_estimate_sample_size", "4.13_mainmenu_utilities", "4.14_mainmenu_interprete_classifiers", "4.15_mainmenu_export_model", "4.1_mainmenu_input_data", "4.2.00_paramtemp_data_fusion", "4.2.01_paramtemp_cv_settings", "4.2.02_paramtemp_preprocessing_pipeline", "4.2.03_paramtemp_classification_algorithm", "4.2.04_paramtemp_learning_algorithm_parameters", "4.2.05_paramtemp_ensemble_generation_strategies", "4.2.06_paramtemp_visualization_options", "4.2.07_paramtemp_interpretation_options", "4.2.08_paramtemp_model_saving_options", "4.2.09_paramtemp_define_verbosity_level", "4.2.10_paramtemp_inspect_workspace", "4.2.11_paramtemp_save_parameter_template", 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searchindex.js at commit 11e9b92, under GPL-2.0 · at the source

Overview

Authors: Xuanhan Chang¹, Linda Bryant¹, Sergio Mena Ortega¹, Oliver Howes¹, Jan Sedlacik², Mattia Veronese¹, Matthias L. Schroeter^3,4, Paris Alexandros Lalousis^1,5, Nikolaos Koutsouleris^1,5,6,7, Luke Vano^1,2, Fiona Coutts^1,8

ORCID iDs: Linda Bryant, Sergio Mena Ortega, Oliver Howes, Matthias L. Schroeter, Paris Alexandros Lalousis, Luke Vano, Fiona Coutts

1. Institute of Psychiatry, Psychology & Neuroscience, King’s College London,London, UK
2. Mansfield Centre for Innovation - MR Facility, MRC Laboratory of Medical Sciences, Hammersmith Hospital,London, UK
3. Max Planck Institute for Human Cognitive and Brain Sciences,Leipzig, Germany
4. Clinic for Cognitive Neurology at University Leipzig,Leipzig, Germany
5. Department of Psychiatry and Psychotherapy, Ludwig-Maximilian-University,Munich, Germany
6. Max-Planck Institute of Psychiatry,Munich, Germany
7. DZPG (German Centre for Mental Health), Partner site Munich/Augsburg, Munich, Germany
8. Centre for Addictions and Mental Health,Toronto, ON Canada

Institutions: King's College London (United Kingdom); Hammersmith Hospital (United Kingdom); Max Planck Institute for Human Cognitive and Brain Sciences (Germany); Leipzig University (Germany); Ludwig-Maximilians-Universität München (Germany); Max Planck Institute of Psychiatry (Germany); Centre for Addiction and Mental Health (Canada)

Journal: Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, volume 51, issue 11, pages 2074-2082

Dates: received 26 January 2026; accepted 16 April 2026; published online 25 April 2026; in print October 2026

Type: Research article · Language: English

License: CC BY

Identifiers: DOI 10.1038/s41386-026-02426-x · PMID 42034849 · PMCID PMC13598093 · OpenAlex W7155602149

Open access: hybrid, a free copy (OpenAlex)

Status: code verified

Categories: structural MRI / diffusion (modality), PET / SPECT (modality), human (organism), Alzheimer's / dementia (population), schizophrenia / psychosis (population), clinical / translational (subfield)

Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, Preprocessing, Connectivity, fMRI & imaging

Keywords: Schizophrenia, Dementia

MeSH: Corpus Striatum*, Dopamine*, Frontotemporal Dementia*, Iron*, Schizophrenia*, Adult, Clinical Trials, Phase I as Topic, Dihydroxyphenylalanine, Dopaminergic Imaging, Female, Gray Matter, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Phenotype, Positron-Emission Tomography, Young Adult (* major topic)

Topic: Functional Brain Connectivity Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex

Funding: Engineering and Physical Sciences Research Council (EP/Y035216/1)

Citations: cited by 1 paper (Europe PMC); 87 references in the paper

Abstract

Some schizophrenia patients share characteristics with behavioral variant frontotemporal dementia (bvFTD) including gray matter volume (GMV) similarities, suggesting overlapping brain mechanisms that may contribute to disease heterogeneity in schizophrenia. However, it is not yet understood whether schizophrenia patients with a bvFTD-like GMV signature also show additional features of bvFTD. Seventy-six patients with schizophrenia (mean age 31.2 years; 71% male) from a previous clinical trial (NCT04038957) underwent structural magnetic resonance imaging (MRI) to measure GMV. Healthy controls (n = 79) were used for age-related dynamic standardisation. Subsets of patients also completed [¹⁸F]-DOPA positron emission tomography (PET; n = 40) for striatal dopamine synthesis, neuromelanin-sensitive MRI (NM-MRI; n = 68) for midbrain dopaminergic integrity, and quantitative susceptibility mapping (QSM; n = 69) for brain iron accumulation. A previously validated machine-learning–based GMV classifier quantified bvFTD-like pattern expression in each schizophrenia patient. Associations with neurochemical, clinical, and medication measures were examined using correlation analyses. Higher bvFTD scores were associated with lower striatal dopamine synthesis capacity (r = –0.343, p = 0.032) and higher striatal QSM values (r = 0.282, p = 0.020), but showed no significant association with QSM or NM-MRI values in the dopaminergic midbrain (p = 0.903 and p = 0.102, respectively). No significant associations were found with negative symptom severity or with medication. Schizophrenia patients expressing a stronger bvFTD-like GMV pattern show lower striatal dopamine synthesis and elevated striatal iron, both hallmark features of bvFTD. This contrasts with the hyperdopaminergic model of schizophrenia and suggests distinct, potentially neurodegenerative mechanisms.

Reproduced under the paper's license (CC BY), from the paper cited above.

Repositories

Its files are read in the Code ↔ Paper reader above, with 6 matches between paragraphs and lines of code.

neurominer-git.github.io/neurominer_1.2

License: none: the authors keep all their rights

State: the link answers, verified on 30 September 2026

Evidence: the link answers

Software Heritage: not checked

Found in: the text, “Pre-trained bvFTD classifier”

Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation

Availability: 1 check, the latest on 30 September 2026: the link answers (HTTP 200)

• 30 September 2026: the link answers (HTTP 200)

At the source: neurominer-git.github.io/NeuroMiner_1.2/intro.html

neurominer-git/NeuroMiner_1.2

License: GPL-2.0

State: the link answers, verified on 30 September 2026

Evidence: files inventoried

Commit: 11e9b92ef4bcc99e1faee760444880aae813b6bd, 23 July 2024

Languages: MATLAB (2389), C/C++ (275), C (110), C++ (52), Python (29), JavaScript (20), Shell (7), Java (3)

Size: 3,856 files, 2,885 scripts

Software Heritage: not archived

Found in: the references

Holds: README, license file, environment (Python/requirements.txt, trainpredict/liblinear-2.44/python/setup.py), tests, documentation

Not found: CITATION.cff, continuous integration

Tools: SPM (58 files), Statistics and Machine Learning Toolbox (47 files), Brain Connectivity Toolbox (24 files), scikit-learn (9 files), Optimization Toolbox (8 files), Image Processing Toolbox (7 files), SciPy (6 files), FreeSurfer (5 files), NumPy (5 files), fdr_bh (Benjamini-Hochberg FDR) (3 files), Tools for NIfTI and ANALYZE image (MATLAB) (2 files), pandas (2 files), export_fig (1 file), Numba (1 file)

Availability: 1 check, the latest on 30 September 2026: the link answers

• 30 September 2026: the link answers

2,000 files

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• MIToolbox-master/matlab/CompileMIToolbox.m, MATLAB, 5 lines
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• MIToolbox-master/matlab/demonstration_algorithms/IAMB.m, MATLAB, 56 lines
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• MIToolbox-master/matlab/demonstration_algorithms/mRMR_D_Mex.c, C, 185 lines
• MIToolbox-master/matlab/h.m, MATLAB, 16 lines
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• graphs/graph_preproc/BCT/2019_03_03_BCT/kcoreness_centrality_bu.m, MATLAB, 34 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/latmio_dir.m, MATLAB, 91 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/latmio_dir_connected.m, MATLAB, 119 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/latmio_und.m, MATLAB, 109 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/latmio_und_connected.m, MATLAB, 136 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/link_communities.m, MATLAB, 150 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/local_assortativity_wu_sign.m, MATLAB, 44 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/make_motif34lib.m, MATLAB, 90 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/makeevenCIJ.m, MATLAB, 75 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/makefractalCIJ.m, MATLAB, 49 lines
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• graphs/graph_preproc/BCT/2019_03_03_BCT/strengths_und_sign.m, MATLAB, 30 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/subgraph_centrality.m, MATLAB, 24 lines
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• graphs/graph_preproc/BCT/2019_03_03_BCT/transitivity_bu.m, MATLAB, 20 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/transitivity_wd.m, MATLAB, 47 lines
• graphs/graph_preproc/BCT/2019_03_03_BCT/transitivity_wu.m, MATLAB, 29 lines
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• graphs/graph_preproc/BCT/2019_03_03_BCT/writetoPAJ.m, MATLAB, 41 lines
• graphs/graph_preproc/BCT/release_notes.m, MATLAB, 137 lines
• graphs/graph_preproc/GraphKernel_matrixInput.m, MATLAB, 25 lines
• graphs/graph_preproc/MutualInformation.m, MATLAB, 23 lines
• graphs/graph_preproc/SmallWorldNess-master/Computing_And_Testing_S_On_Data_Network.m, MATLAB, 61 lines
• graphs/graph_preproc/SmallWorldNess-master/ER_Expected_L_C.m, MATLAB, 13 lines
• graphs/graph_preproc/SmallWorldNess-master/NullModel_L_C.m, MATLAB, 33 lines
• graphs/graph_preproc/SmallWorldNess-master/SanalyticER.m, MATLAB, 36 lines
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• graphs/graph_preproc/SmallWorldNess-master/clustering_coef_bu.m, MATLAB, 28 lines
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• graphs/graph_preproc/SmallWorldNess-master/rand_pair.m, MATLAB, 152 lines
• graphs/graph_preproc/SmallWorldNess-master/random_graph.m, MATLAB, 96 lines
• graphs/graph_preproc/SmallWorldNess-master/reachdist.m, MATLAB, 68 lines
• graphs/graph_preproc/SmallWorldNess-master/small_world_ness.m, MATLAB, 33 lines
• graphs/graph_preproc/WLKernel_rowsInput.m, MATLAB, 18 lines
• graphs/graph_preproc/WLKernel_setsInput.m, MATLAB, 22 lines
• graphs/graph_preproc/WL_with_prior_sparsityThres_Ttest.m, MATLAB, 49 lines
• graphs/graph_preproc/WL_with_prior_sparsity_thresholding.m, MATLAB, 27 lines
• graphs/graph_preproc/array_to_graph.m, MATLAB, 15 lines
• graphs/graph_preproc/array_to_graph2.m, MATLAB, 23 lines
• graphs/graph_preproc/cal_mi.m, MATLAB, 33 lines
• graphs/graph_preproc/cv_ExtGraphConstr_config.m, MATLAB, 62 lines
• graphs/graph_preproc/cv_apply_sparsity_thres.m, MATLAB, 18 lines
• graphs/graph_preproc/cv_computeMInetworks.py, Python, 31 lines
• graphs/graph_preproc/cv_graphConstruction_config.m, MATLAB, 245 lines
• graphs/graph_preproc/cv_graphMetrics_config.m, MATLAB, 115 lines
• graphs/graph_preproc/cv_graphSparsity_config.m, MATLAB, 50 lines
• graphs/graph_preproc/cv_graph_PerfGraphConstruction.m, MATLAB, 39 lines
• graphs/graph_preproc/cv_graph_PerfGraphMetrics.m, MATLAB, 115 lines
• graphs/graph_preproc/cv_graph_PerfSparsityThres.m, MATLAB, 37 lines
• graphs/graph_preproc/cv_graph_constructionKLS.m, MATLAB, 98 lines
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• graphs/graph_preproc/featSelectT.m, MATLAB, 28 lines
• graphs/graph_preproc/kde/kde.m, MATLAB, 145 lines
• graphs/graph_preproc/kldiv/kldiv.m, MATLAB, 101 lines
• graphs/graph_preproc/mi/condentropy.m, MATLAB, 45 lines
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• graphs/graph_preproc/mi/demo_mi.m, MATLAB, 36 lines
• graphs/graph_preproc/mi/elementmexheader.h, C/C++, 22 lines
• graphs/graph_preproc/mi/entropy.m, MATLAB, 40 lines
• graphs/graph_preproc/mi/estcondentropy.cpp, C++, 74 lines
• graphs/graph_preproc/mi/estentropy.cpp, C++, 53 lines
• graphs/graph_preproc/mi/estjointentropy.cpp, C++, 65 lines
• graphs/graph_preproc/mi/estmutualinfo.cpp, C++, 132 lines
• graphs/graph_preproc/mi/estpa.cpp, C++, 183 lines
• graphs/graph_preproc/mi/estpab.cpp, C++, 222 lines
• graphs/graph_preproc/mi/findjointstateab.cpp, C++, 280 lines
• graphs/graph_preproc/mi/jointentropy.m, MATLAB, 45 lines
• graphs/graph_preproc/mi/makeosmex.m, MATLAB, 27 lines
• graphs/graph_preproc/mi/mergemultivariables.m, MATLAB, 45 lines
• graphs/graph_preproc/mi/miinclude.h, C/C++, 23 lines
• graphs/graph_preproc/mi/mutualinfo.m, MATLAB, 23 lines
• graphs/graph_preproc/minf/hist2.m, MATLAB, 34 lines
• graphs/graph_preproc/minf/mi.m, MATLAB, 41 lines
• graphs/graph_preproc/minf/mi_test.m, MATLAB, 12 lines
• graphs/graph_preproc/py_calc_MI.py, Python, 11 lines
• graphs/graph_preproc/sparseCellArray.m, MATLAB, 19 lines
• gridsearch/nk_ComputeEnsembleProbability.m, MATLAB, 270 lines
• gridsearch/nk_ComputeRegulFunction.m, MATLAB, 55 lines
• gridsearch/nk_FindGridOpt.m, MATLAB, 117 lines
• gridsearch/nk_GridOptimumSelector.m, MATLAB, 96 lines
• gridsearch/nk_GridSearchHelper.m, MATLAB, 362 lines
• gridsearch/nk_MLOptimizer.m, MATLAB, 1,120 lines
• gridsearch/nk_MLOptimizer_ParamAnnealer.m, MATLAB, 164 lines
• gridsearch/nk_MLOptimizer_ParamCycler.m, MATLAB, 195 lines
• gridsearch/nk_MLOptimizer_Wrapper.m, MATLAB, 39 lines
• gridsearch/nk_MLOptimizer_WrapperMulti.m, MATLAB, 54 lines
• gridsearch/nk_MLOptimizer_main.m, MATLAB, 278 lines
• gridsearch/nk_ModelNodeSelector.m, MATLAB, 252 lines
• gui/binarize_regr.m, MATLAB, 14 lines
• gui/create_visdata_tables.m, MATLAB, 101 lines
• gui/crossanalyse.m, MATLAB, 50 lines
• gui/display_SubParam.m, MATLAB, 35 lines
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• gui/display_classplot.m, MATLAB, 485 lines
• gui/display_classplot_oocv.m, MATLAB, 367 lines
• gui/display_comparator.m, MATLAB, 960 lines
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• gui/display_contigmat_app.m, MATLAB, 93 lines
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• gui/display_main.m, MATLAB, 166 lines
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• gui/display_modelperf.m, MATLAB, 351 lines
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• gui/display_multiclassplot.m, MATLAB, 153 lines
• gui/display_piecharts.m, MATLAB, 128 lines
• gui/display_regrplot.m, MATLAB, 277 lines
• gui/display_regrplot_oocv_labels_unknown.m, MATLAB, 215 lines
• gui/display_roc.m, MATLAB, 56 lines
• gui/display_seqopt_perf.m, MATLAB, 169 lines
• gui/display_tablegenerator.m, MATLAB, 329 lines
• gui/display_visual.m, MATLAB, 1,023 lines
• gui/display_writetable.m, MATLAB, 54 lines
• gui/dsxy2figxy.m, MATLAB, 62 lines
• gui/export_features.m, MATLAB, 39 lines
• gui/export_fig/ImageSelection.java, Java, 38 lines
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• gui/export_fig/export_fig-master/ImageSelection.java, Java, 38 lines
• gui/export_fig/export_fig-master/append_pdfs.m, MATLAB, 81 lines
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• gui/export_fig/export_fig-master/crop_borders.m, MATLAB, 157 lines
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• gui/export_fig/export_fig-master/export_fig.m, MATLAB, 1,297 lines
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• gui/export_fig/export_fig-master/print2array.m, MATLAB, 259 lines
• gui/export_fig/export_fig-master/print2eps.m, MATLAB, 529 lines
• gui/export_fig/export_fig-master/read_write_entire_textfile.m, MATLAB, 37 lines
• gui/export_fig/export_fig-master/user_string.m, MATLAB, 105 lines
• gui/export_fig/export_fig-master/using_hg2.m, MATLAB, 36 lines
• gui/export_fig/export_fig.m, MATLAB, 1,297 lines
• gui/export_fig/fix_lines.m, MATLAB, 151 lines
• gui/export_fig/ghostscript.m, MATLAB, 196 lines
• gui/export_fig/im2gif.m, MATLAB, 186 lines
• gui/export_fig/isolate_axes.m, MATLAB, 130 lines
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• gui/export_fig/print2array.m, MATLAB, 259 lines
• gui/export_fig/print2eps.m, MATLAB, 529 lines
• gui/export_fig/read_write_entire_textfile.m, MATLAB, 37 lines
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• gui/export_fig/using_hg2.m, MATLAB, 36 lines
• gui/export_performance.m, MATLAB, 80 lines
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• gui/extract_subparam_performance.m, MATLAB, 52 lines
• gui/get_oocvind.m, MATLAB, 17 lines
• gui/imagingMLI.m, MATLAB, 25 lines
• gui/load_GDdims.m, MATLAB, 309 lines
• gui/load_OOCV.m, MATLAB, 116 lines
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• gui/load_selAnalysis.m, MATLAB, 56 lines
• gui/load_selCVoocv.m, MATLAB, 20 lines
• gui/load_selCase.m, MATLAB, 5 lines
• gui/load_selLabel.m, MATLAB, 10 lines
• gui/load_selModality.m, MATLAB, 82 lines
• gui/load_selModelMeasures.m, MATLAB, 75 lines
• gui/load_selOneVsAll_Info.m, MATLAB, 7 lines
• gui/load_selPager.m, MATLAB, 32 lines
• gui/load_selSubParams.m, MATLAB, 18 lines
• gui/load_selVisMeas2.m, MATLAB, 22 lines
• gui/load_selYAxis.m, MATLAB, 25 lines
• gui/nk_ItemSelector.m, MATLAB, 905 lines
• gui/nk_ItemSelectorApp.m, MATLAB, 7 lines
• gui/nk_ItemSelector_App_exported.m, MATLAB, 1,210 lines
• gui/nk_OOCVDataIO.m, MATLAB, 428 lines
• gui/nk_PrintResults2.m, MATLAB, 1,467 lines
• gui/nk_main.m, MATLAB, 185 lines
• gui/nk_results.m, MATLAB, 511 lines
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• gui/print_figure.m, MATLAB, 16 lines
• gui/printvis_ranked_cross_binary.m, MATLAB, 100 lines
• gui/sel_onevsone.m, MATLAB, 39 lines
• gui/set_SubInd.m, MATLAB, 19 lines
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• gui/switch_analysis.m, MATLAB, 81 lines
• gui/tbl2file.m, MATLAB, 55 lines
• h.m, MATLAB, 22 lines
• hpc/SGE_NeuroMiner_MLI.sh, Shell, 165 lines
• hpc/SGE_NeuroMiner_OOCV.sh, Shell, 169 lines
• hpc/SGE_NeuroMiner_PreProc.sh, Shell, 127 lines
• hpc/SGE_NeuroMiner_Simulate.sh, Shell, 144 lines
• hpc/SGE_NeuroMiner_Train.sh, Shell, 140 lines
• hpc/SGE_NeuroMiner_VisModels.sh, Shell, 173 lines
• hpc/SLURM_NeuroMiner_PreProc.sh, Shell, 126 lines
• hpc/nk_GenGridAct_batch.m, MATLAB, 35 lines
• hpc/nk_MLInterpreter_batch.m, MATLAB, 102 lines
• hpc/nk_MLOptimizer_batch.m, MATLAB, 70 lines
• hpc/nk_OOCV_batch.m, MATLAB, 92 lines
• hpc/nk_Preprocess_batch.m, MATLAB, 57 lines
• hpc/nk_SimulateML_batch.m, MATLAB, 62 lines
• hpc/nk_VisModels_batch.m, MATLAB, 93 lines
• interpretable/CARE_barMLI.m, MATLAB, 85 lines
• interpretable/barMLI.m, MATLAB, 133 lines
• interpretable/barMLIN.m, MATLAB, 87 lines
• interpretable/make_default_MLI_struct.m, MATLAB, 25 lines
• interpretable/nk_CreateData4MLInterpreter.m, MATLAB, 138 lines
• interpretable/nk_MLInterpreter.m, MATLAB, 830 lines
• interpretable/nk_MLInterpreterPrep.m, MATLAB, 411 lines
• interpretable/nk_MapModelPredictions.m, MATLAB, 46 lines
• interpretable/nk_SparseMaskObserv.m, MATLAB, 8 lines
• mli_orthviews.m, MATLAB, 1,952 lines
• nk_AdjBrainMask.m, MATLAB, 28 lines
• nk_ApplyLabelTransform.m, MATLAB, 25 lines
• nk_ApplyTrainedPreproc.m, MATLAB, 182 lines
• nk_BuildEnsembleEntropy.m, MATLAB, 87 lines
• nk_CVGridSelector.m, MATLAB, 94 lines
• nk_CVpartition.m, MATLAB, 191 lines
• nk_CalibrateProbabilities.m, MATLAB, 7 lines
• nk_CatNodes.m, MATLAB, 34 lines
• nk_CheckComprFile.m, MATLAB, 81 lines
• nk_CheckContainsImagingData.m, MATLAB, 10 lines
• nk_CheckFieldStatus.m, MATLAB, 52 lines
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• nk_CheckFixedFeatOrderStackInput.m, MATLAB, 11 lines
• nk_CheckLoadFile.m, MATLAB, 209 lines
• nk_CheckMatrixEmptyNonVarNonFinite.m, MATLAB, 14 lines
• nk_CheckNumCoresAvail.m, MATLAB, 9 lines
• nk_CheckNumParam.m, MATLAB, 23 lines
• nk_CheckSPMver.m, MATLAB, 6 lines
• nk_CheckW2Avail.m, MATLAB, 12 lines
• nk_CompGridFreq.m, MATLAB, 24 lines
• nk_CompPlattProbOptimum.m, MATLAB, 126 lines
• nk_CompareClass.m, MATLAB, 58 lines
• nk_CompareClassResample.m, MATLAB, 134 lines
• nk_CompatY.m, MATLAB, 205 lines
• nk_ComputeCVR.m, MATLAB, 12 lines
• nk_ComputeEnsembleCasePropagationProbability.m, MATLAB, 12 lines
• nk_ComputeMnMdPairWiseDiff.m, MATLAB, 28 lines
• nk_ComputeSVMPmap.m, MATLAB, 19 lines
• nk_ComputeTransNodePerformance.m, MATLAB, 61 lines
• nk_ConcatParamstr.m, MATLAB, 50 lines
• nk_ConcatSubgroupPredictions.m, MATLAB, 31 lines
• nk_ConvProbabilities.m, MATLAB, 19 lines
• nk_CopyY2Struct.m, MATLAB, 64 lines
• nk_CorrectPredTails.m, MATLAB, 52 lines
• nk_CountUniqueOccurences.m, MATLAB, 22 lines
• nk_CountUniques.m, MATLAB, 32 lines
• nk_CreateSubSets.m, MATLAB, 404 lines
• nk_DecideClassMem.m, MATLAB, 59 lines
• nk_DefineCaseListIntegrity.m, MATLAB, 54 lines
• nk_DefineCaseNames2.m, MATLAB, 108 lines
• nk_DefineFiles.m, MATLAB, 61 lines
• nk_DefineFusionModeParams.m, MATLAB, 134 lines
• nk_DefineGroups.m, MATLAB, 40 lines
• nk_DefineLIBSVMfun.m, MATLAB, 16 lines
• nk_DefineLabels.m, MATLAB, 52 lines
• nk_DefineMLParamStr.m, MATLAB, 12 lines
• nk_DefineModeflag.m, MATLAB, 17 lines
• nk_DirSelector.m, MATLAB, 19 lines
• nk_EqualizeHisto.m, MATLAB, 67 lines
• nk_ExtrIndVol.m, MATLAB, 10 lines
• nk_ExtractFeatures.m, MATLAB, 64 lines
• nk_ExtractID.m, MATLAB, 7 lines
• nk_ExtractPredictions.m, MATLAB, 81 lines
• nk_FSreslice.m, MATLAB, 157 lines
• nk_FigSetup2.m, MATLAB, 181 lines
• nk_FileSelector.m, MATLAB, 102 lines
• nk_FormatNicely.m, MATLAB, 25 lines
• nk_GenConfMatrix.m, MATLAB, 10 lines
• nk_GenGridAct_batch.m, MATLAB, 35 lines
• nk_GenPermMatrix.m, MATLAB, 49 lines
• nk_GenTemplParam.m, MATLAB, 62 lines
• nk_GenerateNMFilePath.m, MATLAB, 11 lines
• nk_GetAlgoWeightVec.m, MATLAB, 65 lines
• nk_GetAnalysisInfo.m, MATLAB, 140 lines
• nk_GetAnalysisStatus.m, MATLAB, 132 lines
• nk_GetCV2EnsembleDims.m, MATLAB, 15 lines
• nk_GetLabelDim.m, MATLAB, 7 lines
• nk_GetModelParams2.m, MATLAB, 38 lines
• nk_GetNMStatus.m, MATLAB, 48 lines
• nk_GetOOCVInfo.m, MATLAB, 84 lines
• nk_GetParamDescription2.m, MATLAB, 1,418 lines
• nk_GetPrimalW.m, MATLAB, 28 lines
• nk_GetScaleYAxisLabel.m, MATLAB, 68 lines
• nk_GetTestParam.m, MATLAB, 160 lines
• nk_GetVariateDescription.m, MATLAB, 40 lines
• nk_GridSearchEnsembleAdaBoost.m, MATLAB, 192 lines
• nk_INDEPpartition.m, MATLAB, 37 lines
• nk_ImagingInit.m, MATLAB, 55 lines
• nk_InitAnalysisPrep.m, MATLAB, 222 lines
• nk_InitNMwindowColors.m, MATLAB, 19 lines
• nk_Initialize.m, MATLAB, 302 lines
• nk_LOOpartition.m, MATLAB, 24 lines
• nk_LabelTransform.m, MATLAB, 23 lines
• nk_LoadLinkedData.m, MATLAB, 29 lines
• nk_MLOptimizerMeta.m, MATLAB, 120 lines
• nk_MLOptimizerPrep.m, MATLAB, 529 lines
• nk_MLOptimizer_ExtractDimMat.m, MATLAB, 74 lines
• nk_MakeCrossFolds.m, MATLAB, 506 lines
• nk_MakeDummyVariables.m, MATLAB, 36 lines
• nk_MakeRVMTargetMatrix.m, MATLAB, 24 lines
• nk_ManageDataContainers.m, MATLAB, 372 lines
• nk_ManageNanCases.m, MATLAB, 77 lines
• nk_MatchID.m, MATLAB, 194 lines
• nk_ModelComplexityParams.m, MATLAB, 101 lines
• nk_Move2OOCV.m, MATLAB, 64 lines
• nk_MultiBinBind.m, MATLAB, 132 lines
• nk_MultiClassAssessConfMatrix.m, MATLAB, 51 lines
• nk_MultiDecideDAG.m, MATLAB, 98 lines
• nk_MultiDecideErrorCorrOutCodes.m, MATLAB, 147 lines
• nk_MultiDecideHierarchOneVsOne.m, MATLAB, 117 lines
• nk_MultiDecideMaxWins.m, MATLAB, 193 lines
• nk_MultiDecideMaxWinsNegTiesOpt.m, MATLAB, 224 lines
• nk_MultiPerfComp.m, MATLAB, 57 lines
• nk_NMLogFileManager.m, MATLAB, 99 lines
• nk_OOCV.m, MATLAB, 917 lines
• nk_OOCVMeta.m, MATLAB, 48 lines
• nk_OOCVPrep.m, MATLAB, 459 lines
• nk_OOCVPrepMulti.m, MATLAB, 418 lines
• nk_OneVsAll.m, MATLAB, 18 lines
• nk_OneVsOne.m, MATLAB, 26 lines
• nk_PTfromR.m, MATLAB, 13 lines
• nk_PerfInitSpatial.m, MATLAB, 60 lines
• nk_PerfResampleImages.m, MATLAB, 73 lines
• nk_PermInd2.m, MATLAB, 81 lines
• nk_PermPrep.m, MATLAB, 93 lines
• nk_PermX.m, MATLAB, 466 lines
• nk_PredictData.m, MATLAB, 407 lines
• nk_PrepMLParams.m, MATLAB, 65 lines
• nk_PrepPreprocParams.m, MATLAB, 46 lines
• nk_PrintLogo.m, MATLAB, 42 lines
• nk_PrintWs.m, MATLAB, 159 lines
• nk_Range.m, MATLAB, 7 lines
• nk_ReadMaskIndVol.m, MATLAB, 45 lines
• nk_ReadVol2Vec.m, MATLAB, 61 lines
• nk_RemapData.m, MATLAB, 8 lines
• nk_RenormalizeScores.m, MATLAB, 16 lines
• nk_ReorderComponents.m, MATLAB, 31 lines
• nk_ResizeImg.m, MATLAB, 79 lines
• nk_ReturnActionParam.m, MATLAB, 14 lines
• nk_ReturnAtOptPos.m, MATLAB, 60 lines
• nk_ReturnEvalOperator.m, MATLAB, 18 lines
• nk_ReturnParam.m, MATLAB, 20 lines
• nk_ReturnParamChain.m, MATLAB, 89 lines
• nk_ReturnSubSpaces.m, MATLAB, 120 lines
• nk_SA.m, MATLAB, 575 lines
• nk_ScopeCellRetDummyFromTable.m, MATLAB, 48 lines
• nk_SelectAnalysis.m, MATLAB, 453 lines
• nk_SelectCovariateIndex.m, MATLAB, 22 lines
• nk_SelectOOCVdata.m, MATLAB, 44 lines
• nk_SelectVariateIndex.m, MATLAB, 131 lines
• nk_SetParamChain.m, MATLAB, 30 lines
• nk_SetupGlobVarsForLIBSVM.m, MATLAB, 23 lines
• nk_SetupGlobalVariables.m, MATLAB, 495 lines
• nk_SwapY_OOCV.m, MATLAB, 54 lines
• nk_ThreshImages.m, MATLAB, 19 lines
• nk_ThreshWriteImg.m, MATLAB, 122 lines
• nk_Threshold.m, MATLAB, 45 lines
• nk_UpdateRootPaths.m, MATLAB, 67 lines
• nk_Utilities.m, MATLAB, 60 lines
• nk_VisModels.m, MATLAB, 1,416 lines
• nk_VisModelsPrep.m, MATLAB, 375 lines
• nk_VisModels_ExtraLabels.m, MATLAB, 37 lines
• nk_VisNonImg.m, MATLAB, 64 lines
• nk_VisSV.m, MATLAB, 66 lines
• nk_VisSmooth.m, MATLAB, 36 lines
• nk_VisXHelper.m, MATLAB, 173 lines
• nk_VisXPermHelper.m, MATLAB, 22 lines
• nk_VisXPermY.m, MATLAB, 112 lines
• nk_VisXWeight.m, MATLAB, 330 lines
• nk_Vol2Vec.m, MATLAB, 17 lines
• nk_Write2Atlas.m, MATLAB, 25 lines
• nk_WriteVol.m, MATLAB, 100 lines
• nk_cellcat.m, MATLAB, 93 lines
• nk_input.m, MATLAB, 2,097 lines
• nk_kurtosis.m, MATLAB, 66 lines
• nk_mahalanobis.m, MATLAB, 79 lines
• nk_make.m, MATLAB, 40 lines
• nk_mapY2Struct.m, MATLAB, 127 lines
• nk_orthviews.m, MATLAB, 1,944 lines
• nk_skewness.m, MATLAB, 68 lines
• nk_smooth.m, MATLAB, 103 lines
• nk_strsplit.m, MATLAB, 53 lines
• nm.m, MATLAB, 500 lines
• percentile.m, MATLAB, 34 lines
• perfcurve2.m, MATLAB, 1,413 lines
• preproc/FastICA_25/Contents.m, MATLAB, 40 lines
• preproc/FastICA_25/demosig.m, MATLAB, 32 lines
• preproc/FastICA_25/dispsig.m, MATLAB, 15 lines
• preproc/FastICA_25/fastica.m, MATLAB, 521 lines
• preproc/FastICA_25/fasticag.m, MATLAB, 667 lines
• preproc/FastICA_25/fpica.m, MATLAB, 905 lines
• preproc/FastICA_25/gui_adv.m, MATLAB, 441 lines
• preproc/FastICA_25/gui_advc.m, MATLAB, 256 lines
• preproc/FastICA_25/gui_cb.m, MATLAB, 581 lines
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• preproc/FastICA_25/gui_help.m, MATLAB, 224 lines
• preproc/FastICA_25/gui_l.m, MATLAB, 180 lines
• preproc/FastICA_25/gui_lc.m, MATLAB, 112 lines
• preproc/FastICA_25/gui_s.m, MATLAB, 177 lines
• preproc/FastICA_25/gui_sc.m, MATLAB, 74 lines
• preproc/FastICA_25/icaplot.m, MATLAB, 397 lines
• preproc/FastICA_25/pcamat.m, MATLAB, 358 lines
• preproc/FastICA_25/remmean.m, MATLAB, 15 lines
• preproc/FastICA_25/whitenv.m, MATLAB, 82 lines
• preproc/NMF_Library/auxiliary/add_outlier.m, MATLAB, 23 lines
• preproc/NMF_Library/auxiliary/add_outlier_new.m, MATLAB, 23 lines
• preproc/NMF_Library/auxiliary/calc_mse.m, MATLAB, 8 lines
• preproc/NMF_Library/auxiliary/calc_nls_nmf.m, MATLAB, 8 lines
• preproc/NMF_Library/auxiliary/calc_psnr.m, MATLAB, 11 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/MutualInfo.m, MATLAB, 57 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/cal_entropy.m, MATLAB, 18 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/calc_nmi.m, MATLAB, 65 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/calc_purity.m, MATLAB, 17 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/calc_purity_f.m, MATLAB, 18 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/count_occurrence.m, MATLAB, 15 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/nmi_nbs.m, MATLAB, 47 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/nmi_onmf.m, MATLAB, 48 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/purity.m, MATLAB, 46 lines
• preproc/NMF_Library/auxiliary/clustering_evaluator/purity_f.m, MATLAB, 47 lines
• preproc/NMF_Library/auxiliary/colsum_L_one.m, MATLAB, 14 lines
• preproc/NMF_Library/auxiliary/constructW.m, MATLAB, 533 lines
• preproc/NMF_Library/auxiliary/data_normalization.m, MATLAB, 40 lines
• preproc/NMF_Library/auxiliary/distribution/exponential_dist.m, MATLAB, 14 lines
• preproc/NMF_Library/auxiliary/distribution/gamma_dist.m, MATLAB, 21 lines
• preproc/NMF_Library/auxiliary/euc_dist.m, MATLAB, 6 lines
• preproc/NMF_Library/auxiliary/eval_clustering_accuracy.m, MATLAB, 43 lines
• preproc/NMF_Library/auxiliary/g_lambda.m, MATLAB, 17 lines
• preproc/NMF_Library/auxiliary/generate_syntheticdata.m, MATLAB, 64 lines
• preproc/NMF_Library/auxiliary/get_nmf_default_options.m, MATLAB, 19 lines
• preproc/NMF_Library/auxiliary/initialization/NNDSVD.m, MATLAB, 123 lines
• preproc/NMF_Library/auxiliary/initialization/Qiao_SVD_Init.m, MATLAB, 24 lines
• preproc/NMF_Library/auxiliary/initialization/generate_init_factors.m, MATLAB, 229 lines
• preproc/NMF_Library/auxiliary/k-means/k_means.m, MATLAB, 134 lines
• preproc/NMF_Library/auxiliary/k-means/litekmeans.m, MATLAB, 457 lines
• preproc/NMF_Library/auxiliary/k-means/main_k_means.m, MATLAB, 34 lines
• preproc/NMF_Library/auxiliary/load_dataset.m, MATLAB, 81 lines
• preproc/NMF_Library/auxiliary/mergeOptions.m, MATLAB, 35 lines
• preproc/NMF_Library/auxiliary/nesterov_mnls.m, MATLAB, 74 lines
• preproc/NMF_Library/auxiliary/nesterov_mnls_general.m, MATLAB, 115 lines
• preproc/NMF_Library/auxiliary/nmf_cost.m, MATLAB, 53 lines
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• preproc/NMF_Library/auxiliary/projection_mnls.m, MATLAB, 13 lines
• preproc/NMF_Library/auxiliary/projection_precon_mnls.m, MATLAB, 13 lines
• preproc/NMF_Library/auxiliary/projfunc.m, MATLAB, 65 lines
• preproc/NMF_Library/auxiliary/rowsum_R_one.m, MATLAB, 21 lines
• preproc/NMF_Library/auxiliary/set_disp_frequency.m, MATLAB, 14 lines
• preproc/NMF_Library/auxiliary/similarity_matrix/calcu_similarity_matrix.m, MATLAB, 19 lines
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• preproc/NMF_Library/auxiliary/similarity_matrix/scale_dist3_knn.m, MATLAB, 140 lines
• preproc/NMF_Library/auxiliary/store_nmf_infos.m, MATLAB, 100 lines
• preproc/NMF_Library/auxiliary/update_alpha.m, MATLAB, 17 lines
• preproc/NMF_Library/demo.m, MATLAB, 42 lines
• preproc/NMF_Library/demo_face.m, MATLAB, 48 lines
• preproc/NMF_Library/nk_NMFbase.m, MATLAB, 57 lines
• preproc/NMF_Library/nmflibrary_version.m, MATLAB, 5 lines
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• preproc/NMF_Library/plotter/plot_dictionary/getoptions.m, MATLAB, 26 lines
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• preproc/NMF_Library/run_me_first.m, MATLAB, 30 lines
• preproc/NMF_Library/solver/3rd_party/anls/nnls1_asgivens.m, MATLAB, 160 lines
• preproc/NMF_Library/solver/3rd_party/anls/nnlsm_activeset.m, MATLAB, 135 lines
• preproc/NMF_Library/solver/3rd_party/anls/nnlsm_blockpivot.m, MATLAB, 119 lines
• preproc/NMF_Library/solver/3rd_party/anls/normalEqComb.m, MATLAB, 62 lines
• preproc/NMF_Library/solver/3rd_party/gnmf/GNMF.m, MATLAB, 92 lines
• preproc/NMF_Library/solver/3rd_party/gnmf/GNMF_Multi.m, MATLAB, 281 lines
• preproc/NMF_Library/solver/3rd_party/gnmf/constructW.m, MATLAB, 584 lines
• preproc/NMF_Library/solver/3rd_party/pgd/nlssubprob.m, MATLAB, 49 lines
• preproc/NMF_Library/solver/3rd_party/sdnmf/SDNMF.m, MATLAB, 99 lines
• preproc/NMF_Library/solver/3rd_party/sdnmf/SDNMF_Multi.m, MATLAB, 127 lines
• preproc/NMF_Library/solver/base/nmf_als.m, MATLAB, 239 lines
• preproc/NMF_Library/solver/base/nmf_anls.m, MATLAB, 162 lines
• preproc/NMF_Library/solver/base/nmf_mu.m, MATLAB, 309 lines
• preproc/NMF_Library/solver/base/nmf_pgd.m, MATLAB, 231 lines
• preproc/NMF_Library/solver/base/test_divergence_nmf_mu.m, MATLAB, 71 lines
• preproc/NMF_Library/solver/nenmf/demo_nenmf.m, MATLAB, 97 lines
• preproc/NMF_Library/solver/nenmf/demo_nenmf_clustering.m, MATLAB, 157 lines
• preproc/NMF_Library/solver/nenmf/nenmf.m, MATLAB, 408 lines
• preproc/NMF_Library/solver/online/asag_mu_nmf.m, MATLAB, 149 lines
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• preproc/NMF_Library/solver/online/onmf.m, MATLAB, 134 lines
• preproc/NMF_Library/solver/online/onmf_acc.m, MATLAB, 172 lines
• preproc/NMF_Library/solver/online/ronmf.m, MATLAB, 144 lines
• preproc/NMF_Library/solver/online/smu_nmf.m, MATLAB, 202 lines
• preproc/NMF_Library/solver/online/spg_nmf.m, MATLAB, 206 lines
• preproc/NMF_Library/solver/online/svrmu_nmf.m, MATLAB, 306 lines
• preproc/NMF_Library/solver/orthogonal/nmf_dtpp.m, MATLAB, 186 lines
• preproc/NMF_Library/solver/orthogonal/nmf_hals_so.m, MATLAB, 147 lines
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• preproc/NMF_Library/solver/orthogonal/test_orth_nmf.m, MATLAB, 89 lines
• preproc/NMF_Library/solver/probabilistic/demo_pnmf.m, MATLAB, 191 lines
• preproc/NMF_Library/solver/probabilistic/pnmf_vb.m, MATLAB, 341 lines
• preproc/NMF_Library/solver/probabilistic/tn_vector.m, MATLAB, 69 lines
• preproc/NMF_Library/solver/robust/rnmf.m, MATLAB, 111 lines
• preproc/NMF_Library/solver/semi_nmf/semi_nmf.m, MATLAB, 131 lines
• preproc/NMF_Library/solver/sparse/nmf_sc.m, MATLAB, 218 lines
• preproc/NMF_Library/solver/sparse/nmf_sparse_mu.m, MATLAB, 190 lines
• preproc/NMF_Library/solver/sparse/nmf_sparse_mu_v.m, MATLAB, 165 lines
• preproc/NMF_Library/solver/sparse/ns_nmf.m, MATLAB, 195 lines
• preproc/NMF_Library/solver/sparse/sparse_nmf.m, MATLAB, 144 lines
• preproc/NMF_Library/solver/sparse/test_nsnmf.m, MATLAB, 66 lines
• preproc/NMF_Library/solver/sparse/test_sparse_nmf.m, MATLAB, 91 lines
• preproc/NMF_Library/solver/sparse/test_sparse_nmf_org.m, MATLAB, 103 lines
• preproc/NMF_Library/solver/symm/symm_anls.m, MATLAB, 179 lines
• preproc/NMF_Library/solver/symm/symm_halsacc.m, MATLAB, 180 lines
• preproc/NMF_Library/solver/symm/symm_newton.m, MATLAB, 203 lines
• preproc/NMF_Library/solver/symm/test_symm.m, MATLAB, 55 lines
• preproc/NMF_Library/solver/symm/test_symm_clustering.m, MATLAB, 86 lines
• preproc/NMF_Library/test/comp_nmf_base_algorithms.m, MATLAB, 80 lines
• preproc/NMF_Library/test/comp_nmf_online_algorithms.m, MATLAB, 947 lines
• preproc/NMF_Library/test/comp_nmf_online_algorithms_test.m, MATLAB, 947 lines
• preproc/NMF_Library/test/comp_nmf_robust_algorithms.m, MATLAB, 193 lines
• preproc/NMF_Library/test/demo_face_online.m, MATLAB, 45 lines
• preproc/NMF_Library/test/demo_face_with_outlier_online.m, MATLAB, 51 lines
• preproc/NMF_Library/test/test_clustering_gnmf_sdnmf.m, MATLAB, 108 lines
• preproc/NMF_Library/test_nmf_base.m, MATLAB, 267 lines
• preproc/NMF_Library/test_nmf_online.m, MATLAB, 55 lines
• preproc/NMF_Library/test_seminmf.m, MATLAB, 73 lines
• preproc/NMF_Soteiras/AUtoPhysicalUnits.m, MATLAB, 20 lines
• preproc/NMF_Soteiras/Hungarian.m, MATLAB, 280 lines
• preproc/NMF_Soteiras/NNDSVD.m, MATLAB, 131 lines
• preproc/NMF_Soteiras/calcRecError.m, MATLAB, 71 lines
• preproc/NMF_Soteiras/calculateComponentWeightedAverageNIFTI.m, MATLAB, 64 lines
• preproc/NMF_Soteiras/clustering_adjustedRand_fast.m, MATLAB, 41 lines
• preproc/NMF_Soteiras/evaluateReproducibility.m, MATLAB, 108 lines
• preproc/NMF_Soteiras/opnmf.m, MATLAB, 170 lines
• preproc/NMF_Soteiras/opnmf_mem.m, MATLAB, 176 lines
• preproc/NMF_Soteiras/randpca.m, MATLAB, 597 lines
• preproc/NeNMF/RPI_NeNMF.m, MATLAB, 218 lines
• preproc/NeNMF/RSI_NeNMF.m, MATLAB, 211 lines
• preproc/NeNMF/VANILLA_NeNMF.m, MATLAB, 156 lines
• preproc/NeNMF/stop_rule.m, MATLAB, 9 lines
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• preproc/combat/combat.m, MATLAB, 252 lines
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• preproc/drtoolbox/tsne.cpp, C++, 757 lines
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• preproc/mi/estcondentropy.cpp, C++, 74 lines
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• repository limit reached (2,000 files or 30 MB): the rest is at the source (887 files)
• LICENCE.txt, License, 689 lines
• README.md, Text, 34 lines

At the source: github.com/neurominer-git/NeuroMiner_1.2

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

• 2 repositories of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
• 1,998 scripts, each with its path and the digest of its content;
• 6 matches between paragraphs of the paper and lines of the code (method lexical-v1);
• neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data availability

Data were taken from a previous clinical trial (NCT04038957) as part of the Department of Psychosis Shared Database Initiative at the Institute for Psychiatry, Psychology and Neuroscience. For details on the data please reach out to Dr Luke Vano.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 11 authors, 2 keywords, 18 MeSH terms, 1 funder, 83 references.

Cite

This paper

Chang, X., Bryant, L., Mena Ortega, S., Howes, O., Sedlacik, J., Veronese, M., Schroeter, M. L., Lalousis, P. A., Koutsouleris, N., Vano, L., & Coutts, F. (2026). A frontotemporal dementia-like phenotype in schizophrenia: links to striatal dopamine and iron accumulation. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology, 51(11), 2074-2082. https://doi.org/10.1038/s41386-026-02426-x

BibTeX

@article{chang2026frontotemporal,
author = {Chang, Xuanhan and Bryant, Linda and Mena Ortega, Sergio and Howes, Oliver and Sedlacik, Jan and Veronese, Mattia and Schroeter, Matthias L. and Lalousis, Paris Alexandros and Koutsouleris, Nikolaos and Vano, Luke and Coutts, Fiona},
title = {{A frontotemporal dementia-like phenotype in schizophrenia: links to striatal dopamine and iron accumulation}},
journal = {Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology},
year = {2026},
month = apr,
volume = {51},
number = {11},
pages = {2074--2082},
publisher = {Nature Publishing Group},
issn = {0893-133X},
doi = {10.1038/s41386-026-02426-x},
url = {https://doi.org/10.1038/s41386-026-02426-x},
pmid = {42034849},
pmcid = {PMC13598093}
}

RIS

TY - JOUR
AU - Chang, Xuanhan
AU - Bryant, Linda
AU - Mena Ortega, Sergio
AU - Howes, Oliver
AU - Sedlacik, Jan
AU - Veronese, Mattia
AU - Schroeter, Matthias L.
AU - Lalousis, Paris Alexandros
AU - Koutsouleris, Nikolaos
AU - Vano, Luke
AU - Coutts, Fiona
TI - A frontotemporal dementia-like phenotype in schizophrenia: links to striatal dopamine and iron accumulation
T2 - Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology
J2 - Neuropsychopharmacology
PY - 2026
DA - 2026/04/25
VL - 51
IS - 11
SP - 2074
EP - 2082
SN - 0893-133X
PB - Nature Publishing Group
DO - 10.1038/s41386-026-02426-x
UR - https://doi.org/10.1038/s41386-026-02426-x
LA - en
ER -

CSL-JSON

{
"id": "10.1038/s41386-026-02426-x",
"type": "article-journal",
"title": "A frontotemporal dementia-like phenotype in schizophrenia: links to striatal dopamine and iron accumulation",
"container-title": "Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology",
"author": [
{
"family": "Chang",
"given": "Xuanhan"
},
{
"family": "Bryant",
"given": "Linda"
},
{
"family": "Mena Ortega",
"given": "Sergio"
},
{
"family": "Howes",
"given": "Oliver"
},
{
"family": "Sedlacik",
"given": "Jan"
},
{
"family": "Veronese",
"given": "Mattia"
},
{
"family": "Schroeter",
"given": "Matthias L."
},
{
"family": "Lalousis",
"given": "Paris Alexandros"
},
{
"family": "Koutsouleris",
"given": "Nikolaos"
},
{
"family": "Vano",
"given": "Luke"
},
{
"family": "Coutts",
"given": "Fiona"
}
],
"container-title-short": "Neuropsychopharmacology",
"volume": "51",
"issue": "11",
"page": "2074-2082",
"DOI": "10.1038/s41386-026-02426-x",
"PMID": "42034849",
"PMCID": "PMC13598093",
"ISSN": "0893-133X",
"publisher": "Nature Publishing Group",
"URL": "https://doi.org/10.1038/s41386-026-02426-x",
"language": "en",
"issued": {
"date-parts": [
[
2026,
4,
25
]
]
}
}

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The authors' code

• Code ↔ Paper, above
• 6 matches between paragraphs and code
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