{"id":"https://openalex.org/W7128071731","doi":"https://doi.org/10.5281/zenodo.18495814","title":"Multimodal dataset for cohort-wide spatial autocorrelation-based MIR imaging analysis with correlative MSI lipidomics","display_name":"Multimodal dataset for cohort-wide spatial autocorrelation-based MIR imaging analysis with correlative MSI lipidomics","publication_year":2026,"publication_date":"2026-02-02","ids":{"openalex":"https://openalex.org/W7128071731","doi":"https://doi.org/10.5281/zenodo.18495814"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.18495814","doi":"https://doi.org/10.5281/zenodo.18495814","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18495814","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"volume":null,"type":"dataset","is_traditional":false,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.18495814","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024709355","display_name":"Miriam F. Rittel","orcid":"https://orcid.org/0000-0003-3022-8842","observed_orcids":["https://orcid.org/0000-0003-3022-8842"]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4387153978","display_name":"Medizinische Fakult\u00e4t Mannheim","ror":"https://ror.org/02m1z0a87","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387153978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rittel, Miriam","raw_affiliation_strings":["CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3022-8842","affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]},{"raw_affiliation_string":"Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4387153978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051530011","display_name":"Nikolas Ebert","orcid":"https://orcid.org/0000-0002-2971-1012","observed_orcids":["https://orcid.org/0000-0002-2971-1012"]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ebert, Nikolas","raw_affiliation_strings":["CeMOS Research and Transfer Center, Intelligent Systems, Technische Hochschule Mannheim, 68163 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Intelligent Systems, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063734910","display_name":"Denis Abu Sammour","orcid":"https://orcid.org/0000-0003-1711-6854","observed_orcids":["https://orcid.org/0000-0003-1711-6854"]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abu Sammour, Denis","raw_affiliation_strings":["CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102853333","display_name":"Sebastian Graf","orcid":"https://orcid.org/0009-0004-4272-8152","observed_orcids":["https://orcid.org/0009-0004-4272-8152"]},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Graf, Sebastian","raw_affiliation_strings":["Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany","German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966"]},{"raw_affiliation_string":"German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113198281","display_name":"Bj\u00f6rn Fr\u00f6hlich","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fr\u00f6hlich, Bj\u00f6rn C.","raw_affiliation_strings":["CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054851666","display_name":"Emrullah Birgin","orcid":"https://orcid.org/0000-0002-0338-3727","observed_orcids":["https://orcid.org/0000-0002-0338-3727"]},"institutions":[{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Birgin, Emrullah","raw_affiliation_strings":["Department of Surgery, University Medical Centre Mannheim, 68167 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University Medical Centre Mannheim, 68167 Mannheim, Germany","institution_ids":["https://openalex.org/I4210156450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076233616","display_name":"Shad A. Mohammed","orcid":"https://orcid.org/0000-0002-3556-8718","observed_orcids":["https://orcid.org/0000-0002-3556-8718"]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4387153978","display_name":"Medizinische Fakult\u00e4t Mannheim","ror":"https://ror.org/02m1z0a87","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387153978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mohammed, Shad A.","raw_affiliation_strings":["CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]},{"raw_affiliation_string":"Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4387153978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125120515","display_name":"Nuh N. Rahbari","orcid":"https://orcid.org/0000-0002-4703-9039","observed_orcids":["https://orcid.org/0000-0002-4703-9039"]},"institutions":[{"id":"https://openalex.org/I4210156450","display_name":"University Medical Centre Mannheim","ror":"https://ror.org/05sxbyd35","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210156450"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rahbari, Nuh N.","raw_affiliation_strings":["Department of Surgery, University Medical Centre Mannheim, 68167 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery, University Medical Centre Mannheim, 68167 Mannheim, Germany","institution_ids":["https://openalex.org/I4210156450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082294209","display_name":"Axel Wellmann","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210089771","display_name":"Institute of Pathology Celle","ror":"https://ror.org/008pyjt05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210089771"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wellmann, Axel","raw_affiliation_strings":["Institute of Pathology, 29223 Celle, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Pathology, 29223 Celle, Germany","institution_ids":["https://openalex.org/I4210089771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118746094","display_name":"Oliver Wasenm\u00fcller","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Wasenm\u00fcller, Oliver","raw_affiliation_strings":["CeMOS Research and Transfer Center, Intelligent Systems, Technische Hochschule Mannheim, 68163 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Intelligent Systems, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018126915","display_name":"Cleo\u2010Aron Weis","orcid":"https://orcid.org/0000-0002-1831-3406","observed_orcids":["https://orcid.org/0000-0002-1831-3406"]},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Weis, Cleo-Aron","raw_affiliation_strings":["Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany","Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, 69120 Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Pathology, Heidelberg University Hospital, 69120 Heidelberg, Germany","institution_ids":["https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, 69120 Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Schmidt, Stefan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Schmidt, Stefan","raw_affiliation_strings":["CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062905648","display_name":"Carsten Hopf","orcid":"https://orcid.org/0000-0003-0802-6451","observed_orcids":["https://orcid.org/0000-0003-0802-6451"]},"institutions":[{"id":"https://openalex.org/I112756935","display_name":"Technische Hochschule Mannheim","ror":"https://ror.org/04p61dj41","country_code":"DE","type":"education","lineage":["https://openalex.org/I112756935"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4387153978","display_name":"Medizinische Fakult\u00e4t Mannheim","ror":"https://ror.org/02m1z0a87","country_code":"DE","type":"education","lineage":["https://openalex.org/I4387153978"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hopf, Carsten","raw_affiliation_strings":["CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany","Medical Faculty Heidelberg, Heidelberg University, 69120 Heidelberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CeMOS Research and Transfer Center, Mass Spectrometry and Optical Spectroscopy, Technische Hochschule Mannheim, 68163 Mannheim, Germany","institution_ids":["https://openalex.org/I112756935"]},{"raw_affiliation_string":"Medical Faculty Mannheim, Heidelberg University, 68167 Mannheim, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I4387153978"]},{"raw_affiliation_string":"Medical Faculty Heidelberg, Heidelberg University, 69120 Heidelberg, Germany","institution_ids":["https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9429000020027161,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9429000020027161,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.013100000098347664,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.012600000016391277,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/colorectal-liver-metastases","display_name":"colorectal liver metastases","score":0.9290000200271606},{"id":"https://openalex.org/keywords/mid-infrared-imaging","display_name":"mid-infrared imaging","score":0.8550000190734863},{"id":"https://openalex.org/keywords/spatial-autocorrelation","display_name":"spatial autocorrelation","score":0.8730000257492065},{"id":"https://openalex.org/keywords/maldi-mass-spectrometry-imaging","display_name":"MALDI mass spectrometry imaging","score":0.8479999899864197},{"id":"https://openalex.org/keywords/lipidomics","display_name":"lipidomics","score":0.871999979019165},{"id":"https://openalex.org/keywords/spatial-biomarkers","display_name":"spatial biomarkers","score":0.7960000038146973},{"id":"https://openalex.org/keywords/cancer-prediction","display_name":"cancer prediction","score":0.9369999766349792},{"id":"https://openalex.org/keywords/histopathology","display_name":"histopathology","score":0.7049999833106995},{"id":"https://openalex.org/keywords/h-e-staining","display_name":"H&E staining","score":0.6980000138282776},{"id":"https://openalex.org/keywords/multimodal-imaging","display_name":"multimodal imaging","score":0.5580000281333923}],"concepts":[{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.7529000043869019},{"id":"https://openalex.org/C24066741","wikidata":"https://www.wikidata.org/wiki/Q3796564","display_name":"Mass spectrometry imaging","level":3,"score":0.6173999905586243},{"id":"https://openalex.org/C183852935","wikidata":"https://www.wikidata.org/wiki/Q6002848","display_name":"Imaging spectrometer","level":3,"score":0.5307999849319458},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.41999998688697815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39649999141693115},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39010000228881836},{"id":"https://openalex.org/C136339569","wikidata":"https://www.wikidata.org/wiki/Q1142297","display_name":"Molecular imaging","level":3,"score":0.38830000162124634},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.37940001487731934},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.362199991941452},{"id":"https://openalex.org/C2779751288","wikidata":"https://www.wikidata.org/wiki/Q422637","display_name":"Eosin","level":3,"score":0.36160001158714294},{"id":"https://openalex.org/C3232514","wikidata":"https://www.wikidata.org/wiki/Q7575196","display_name":"Spectral imaging","level":2,"score":0.35920000076293945},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.34940001368522644},{"id":"https://openalex.org/C162356407","wikidata":"https://www.wikidata.org/wiki/Q180809","display_name":"Mass spectrometry","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C101092202","wikidata":"https://www.wikidata.org/wiki/Q6714252","display_name":"MALDI imaging","level":5,"score":0.2824999988079071},{"id":"https://openalex.org/C3017724952","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Pet imaging","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C194495517","wikidata":"https://www.wikidata.org/wiki/Q7646222","display_name":"Surgical pathology","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C158479148","wikidata":"https://www.wikidata.org/wiki/Q609991","display_name":"Imaging spectroscopy","level":3,"score":0.2583000063896179},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C2994114330","wikidata":"https://www.wikidata.org/wiki/Q5031437","display_name":"Cancer imaging","level":3,"score":0.25270000100135803},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.18495814","doi":"https://doi.org/10.5281/zenodo.18495814","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18495814","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},{"id":"doi:10.5281/zenodo.18495815","doi":"https://doi.org/10.5281/zenodo.18495815","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18495815","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.18495814","doi":"https://doi.org/10.5281/zenodo.18495814","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18495814","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[{"score":0.8048999905586243,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7128439195","https://openalex.org/W7156102515","https://openalex.org/W7115004391","https://openalex.org/W7034056090","https://openalex.org/W7212816159","https://openalex.org/W7222874514","https://openalex.org/W7202283628","https://openalex.org/W7167784028","https://openalex.org/W2094862862","https://openalex.org/W7147160743"],"abstract_inverted_index":{"This":[0],"record":[1],"contains":[2],"the":[3,96,165,177],"multimodal":[4],"raw":[5],"datasets":[6],"of":[7,47,69,140,176],"which":[8],"analysis":[9],"results":[10],"are":[11],"published":[12,178],"in":[13,20,31],"\"Cohort-scale":[14],"Spatial":[15,24],"Autcorrelation":[16],"for":[17,99],"Tumor":[18],"Prediction":[19],"Mid-infrared":[21],"Pathology":[22],"and":[23,71,79,88,142],"Biomarker":[25],"Discovery":[26],"using":[27],"MALDI":[28],"Imaging":[29],"Lipidomics\"":[30],"Advanced":[32],"Science":[33],"by":[34],"Rittel":[35],"et":[36],"al.":[37],"The":[38,65],"study":[39],"was":[40,107],"conducted":[41,75],"on":[42,76,95,118],"twelve":[43,101],"surgical":[44],"tissue":[45],"specimens":[46],"colorectal":[48],"cancer":[49],"liver":[50],"metastasis":[51],"(CRLM)":[52],"obtained":[53,93,163],"from":[54,164],"patients":[55],"with":[56,147],"informed":[57],"consent,":[58],"prepared":[59],"as":[60,82,84],"fresh":[61],"frozen":[62],"(FF)":[63],"material.":[64],"dataset":[66,171],"includes":[67],"images":[68,139],"hematoxylin":[70,141],"eosin":[72,143],"(H&E)":[73,144],"staining":[74],"adjacent":[77],"sections":[78],"MIR":[80],"imaging":[81,86,116,131],"well":[83],"MS":[85],"(positive":[87],"negative":[89],"ionization":[90],"mode)":[91],"data":[92,106],"subsequently":[94],"same":[97],"section":[98],"all":[100],"tumor":[102],"samples.":[103],"In":[104],"short":[105],"generated":[108],"via":[109],"Matrix-assisted":[110],"laser":[111],"desorption/ionization":[112],"(MALDI)":[113],"mass":[114,122],"spectrometry":[115],"(MSI)":[117],"a":[119],"timsTOF":[120],"flex":[121],"spectrometer":[123],"(Bruker":[124],"Daltonics),":[125],"imzML":[126],"format":[127,137,157],"Fourier-transform":[128],"infrared":[129],"(FT-IR)":[130],"(Spotlight":[132],"400,":[133],"Perkin":[134],"Elmer),":[135],"fsm":[136],"Optical":[138],"stainings":[145],"recorded":[146],"an":[148,169],"Aperio":[149],"CS2":[150],"Scanner":[151],"(objective:":[152],"20\u00d7,":[153],"Leica":[154],"Biosystems),":[155],"svs":[156],"(more":[158],"detailed":[159],"information":[160],"can":[161],"be":[162],"corresponding":[166],"publication)":[167],"Additionally,":[168],"example":[170],"to":[172],"showcase":[173],"basic":[174],"functionality":[175],"code":[179],"(https://github.com/CeMOS-Mannheim/InSpIRe)":[180],"is":[181],"provided":[182],"here.":[183]},"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2026-02-07T00:00:00"}