{"id":"https://openalex.org/W2508312203","doi":"https://doi.org/10.1007/978-3-319-47157-0_35","title":"Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields","display_name":"Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2508312203","doi":"https://doi.org/10.1007/978-3-319-47157-0_35","mag":"2508312203"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47157-0_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_35","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003690245","display_name":"Gerda Bortsova","orcid":"https://orcid.org/0000-0002-7614-8437"},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"id":"https://openalex.org/I4210100097","display_name":"Institute of Bioinformatics and Systems Biology","ror":"https://ror.org/0127fwn18","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672","https://openalex.org/I4210100097"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerda Bortsova","raw_affiliation_strings":["Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I3018134672","https://openalex.org/I4210100097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013373738","display_name":"Michael Sterr","orcid":null},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Sterr","raw_affiliation_strings":["Institute of Diabetes and Regeneration Research, Helmholtz Zentrum M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Diabetes and Regeneration Research, Helmholtz Zentrum M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I3018134672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041901695","display_name":"Lichao Wang","orcid":"https://orcid.org/0000-0002-2099-9064"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"id":"https://openalex.org/I4210100097","display_name":"Institute of Bioinformatics and Systems Biology","ror":"https://ror.org/0127fwn18","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672","https://openalex.org/I4210100097"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Lichao Wang","raw_affiliation_strings":["Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany","University of North Carolina , Chapel Hill, North Carolina, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I3018134672","https://openalex.org/I4210100097"]},{"raw_affiliation_string":"University of North Carolina , Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054234902","display_name":"Fausto Milletar\u00ec","orcid":"https://orcid.org/0000-0002-8319-4773"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fausto Milletari","raw_affiliation_strings":["Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, USA","Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081136730","display_name":"Anika B\u00f6ttcher","orcid":null},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anika B\u00f6ttcher","raw_affiliation_strings":["Institute of Diabetes and Regeneration Research, Helmholtz Zentrum M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Diabetes and Regeneration Research, Helmholtz Zentrum M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I3018134672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062488095","display_name":"Heiko Lickert","orcid":"https://orcid.org/0000-0002-4597-8825"},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heiko Lickert","raw_affiliation_strings":["Institute of Diabetes and Regeneration Research, Helmholtz Zentrum M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Diabetes and Regeneration Research, Helmholtz Zentrum M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I3018134672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083128670","display_name":"Fabian J. Theis","orcid":"https://orcid.org/0000-0002-2419-1943"},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"id":"https://openalex.org/I4210100097","display_name":"Institute of Bioinformatics and Systems Biology","ror":"https://ror.org/0127fwn18","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672","https://openalex.org/I4210100097"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fabian Theis","raw_affiliation_strings":["Chair of Mathematical Modelling of Bioloigcal Systems, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Mathematical Modelling of Bioloigcal Systems, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I3018134672","https://openalex.org/I4210100097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070636207","display_name":"Tingying Peng","orcid":"https://orcid.org/0000-0002-7881-1749"},"institutions":[{"id":"https://openalex.org/I3018134672","display_name":"Helmholtz Zentrum M\u00fcnchen","ror":"https://ror.org/00cfam450","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672"]},{"id":"https://openalex.org/I4210100097","display_name":"Institute of Bioinformatics and Systems Biology","ror":"https://ror.org/0127fwn18","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I3018134672","https://openalex.org/I4210100097"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tingying Peng","raw_affiliation_strings":["Chair of Mathematical Modelling of Bioloigcal Systems, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Mathematical Modelling of Bioloigcal Systems, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Computer Aided Medical Procedures, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Institute of Computational Biology, Helmholtz Zentrum M\u00fcnchen, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I3018134672","https://openalex.org/I4210100097"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crypt","display_name":"Crypt","score":0.8198875188827515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6882175803184509},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.6417276263237},{"id":"https://openalex.org/keywords/mitosis","display_name":"Mitosis","score":0.6288161873817444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5014207363128662},{"id":"https://openalex.org/keywords/enteroendocrine-cell","display_name":"Enteroendocrine cell","score":0.4918041527271271},{"id":"https://openalex.org/keywords/hough-transform","display_name":"Hough transform","score":0.48413094878196716},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41864004731178284},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.30884966254234314},{"id":"https://openalex.org/keywords/cell-biology","display_name":"Cell biology","score":0.26752758026123047},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21870586276054382},{"id":"https://openalex.org/keywords/hormone","display_name":"Hormone","score":0.18444666266441345},{"id":"https://openalex.org/keywords/endocrine-system","display_name":"Endocrine system","score":0.1582833230495453}],"concepts":[{"id":"https://openalex.org/C66090201","wikidata":"https://www.wikidata.org/wiki/Q15995009","display_name":"Crypt","level":2,"score":0.8198875188827515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6882175803184509},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.6417276263237},{"id":"https://openalex.org/C93304396","wikidata":"https://www.wikidata.org/wiki/Q14763008","display_name":"Mitosis","level":2,"score":0.6288161873817444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5014207363128662},{"id":"https://openalex.org/C103395026","wikidata":"https://www.wikidata.org/wiki/Q5380231","display_name":"Enteroendocrine cell","level":4,"score":0.4918041527271271},{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.48413094878196716},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41864004731178284},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.30884966254234314},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.26752758026123047},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21870586276054382},{"id":"https://openalex.org/C71315377","wikidata":"https://www.wikidata.org/wiki/Q11364","display_name":"Hormone","level":2,"score":0.18444666266441345},{"id":"https://openalex.org/C46699223","wikidata":"https://www.wikidata.org/wiki/Q11078","display_name":"Endocrine system","level":3,"score":0.1582833230495453},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-47157-0_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_35","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:opus-zb.helmholtz-muenchen.de:49900","is_oa":false,"landing_page_url":"https://push-zb.helmholtz-muenchen.de/frontdoor.php?source_opus=49900","pdf_url":null,"source":{"id":"https://openalex.org/S4377196115","display_name":"Site cant be reached","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lecture Notes Comp. Sci. 10019, 287-295 (2016)","raw_type":null},{"id":"pmh:oai:push-zb.helmholtz-munich.de:49900","is_oa":false,"landing_page_url":"https://push-zb.helmholtz-munich.de/frontdoor.php?source_opus=49900","pdf_url":null,"source":{"id":"https://openalex.org/S7407055352","display_name":"PuSH - Publication Server of Helmholtz Zentrum M\u00fcnchen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lect. Notes Comput. Sc. 10019, 287-295 (2016)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W168227540","https://openalex.org/W1557230635","https://openalex.org/W1851860341","https://openalex.org/W1945243521","https://openalex.org/W1981068608","https://openalex.org/W2005530540","https://openalex.org/W2023906737","https://openalex.org/W2030536784","https://openalex.org/W2125337786","https://openalex.org/W2168901267","https://openalex.org/W2293083603"],"related_works":["https://openalex.org/W2030098947","https://openalex.org/W1974777989","https://openalex.org/W2003466055","https://openalex.org/W2363834444","https://openalex.org/W2070077862","https://openalex.org/W2765199790","https://openalex.org/W2013320174","https://openalex.org/W2394404019","https://openalex.org/W4236994746","https://openalex.org/W3147054965"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}