{"id":"https://openalex.org/W4417483120","doi":"https://doi.org/10.1007/s13721-025-00693-0","title":"Automated segmentation of gastrointestinal organs using the TATIMPA network: a novel robust comparative deep learning approach with integrated multi-pyramidal attention","display_name":"Automated segmentation of gastrointestinal organs using the TATIMPA network: a novel robust comparative deep learning approach with integrated multi-pyramidal attention","publication_year":2025,"publication_date":"2025-12-19","ids":{"openalex":"https://openalex.org/W4417483120","doi":"https://doi.org/10.1007/s13721-025-00693-0"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-025-00693-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00693-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"},"type":"article","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/A5017530250","display_name":"Davinder Paul Singh","orcid":"https://orcid.org/0000-0002-5744-8231"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Davinder Paul Singh","raw_affiliation_strings":["Department of CSE, School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0002-5744-8231","affiliations":[{"raw_affiliation_string":"Department of CSE, School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012540692","display_name":"Tathagat Banerjee","orcid":"https://orcid.org/0000-0001-7410-3633"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tathagat Banerjee","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology Patna, Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016125222","display_name":"K. Punnam Chandar","orcid":null},"institutions":[{"id":"https://openalex.org/I28210344","display_name":"Kakatiya University","ror":"https://ror.org/012zpbg81","country_code":"IN","type":"education","lineage":["https://openalex.org/I28210344"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kothapelli Punnam Chandar","raw_affiliation_strings":["Deptartment of Electronics and Communication Engineering, Kakatiya University, Warangal, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deptartment of Electronics and Communication Engineering, Kakatiya University, Warangal, Telangana, India","institution_ids":["https://openalex.org/I28210344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120540096","display_name":"Vijendra Singh Tanwar","orcid":null},"institutions":[{"id":"https://openalex.org/I200561399","display_name":"University of Kota","ror":"https://ror.org/04r5d0y92","country_code":"IN","type":"education","lineage":["https://openalex.org/I200561399"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijendra Singh Tanwar","raw_affiliation_strings":["Research Scholar RTU Kota, Kota, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Scholar RTU Kota, Kota, India","institution_ids":["https://openalex.org/I200561399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013713821","display_name":"Sudhakar Tummala","orcid":"https://orcid.org/0000-0001-5735-9418"},"institutions":[{"id":"https://openalex.org/I4210156985","display_name":"Huzhou Women and Children's Hospital","ror":"https://ror.org/04mrmjg19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210156985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sudhakar Tummala","raw_affiliation_strings":["Department of Radiology, Huzhou Wuxing People\u2019s Hospital, Huzhou Wuxing Maternity and Child Health Hospital, Huzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Huzhou Wuxing People\u2019s Hospital, Huzhou Wuxing Maternity and Child Health Hospital, Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210156985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103625325","display_name":"Yogendra Narayan","orcid":null},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Yogendra Narayan","raw_affiliation_strings":["ECE Department, Chandigarh University, Mohali, Punjab 140413, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE Department, Chandigarh University, Mohali, Punjab 140413, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118115503","display_name":"Lakshmi Prasanna Byrapuneni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115222","display_name":"Advanced Numerical Research and Analysis Group","ror":"https://ror.org/02a61vy29","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210115222","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lakshmi Prasanna Byrapuneni","raw_affiliation_strings":["School of Engineering, Anurag University, Telangana, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Anurag University, Telangana, India","institution_ids":["https://openalex.org/I4210115222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027572249","display_name":"Ram Singh","orcid":"https://orcid.org/0000-0002-5912-0993"},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ram Murat Singh","raw_affiliation_strings":["School of Electronics and Electrical Engineering, Lovely Professional University, Phagwara, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Lovely Professional University, Phagwara, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091790978","display_name":"Piyush Charan","orcid":"https://orcid.org/0000-0002-8949-4056"},"institutions":[{"id":"https://openalex.org/I55016150","display_name":"Manav Rachna International Institute of Research and Studies","ror":"https://ror.org/02kf4r633","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405253735","https://openalex.org/I55016150"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Piyush Charan","raw_affiliation_strings":["Department of Interdisciplinary Engineering-Robotics & AI, Manav Rachna University, Faridabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Interdisciplinary Engineering-Robotics & AI, Manav Rachna University, Faridabad, India","institution_ids":["https://openalex.org/I55016150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086154334","display_name":"Debabrata Swain","orcid":"https://orcid.org/0000-0001-7775-3244"},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debabrata Swain","raw_affiliation_strings":["Department of CSE, School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, School of Technology, Pandit Deendayal Energy University, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5017530250"],"corresponding_institution_ids":["https://openalex.org/I33586908"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.6534,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91888224,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.5113000273704529,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.5113000273704529,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.19599999487400055,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10365","display_name":"Gastrointestinal motility and disorders","score":0.03189999982714653,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7336000204086304},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6990000009536743},{"id":"https://openalex.org/keywords/jaccard-index","display_name":"Jaccard index","score":0.692799985408783},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.603600025177002},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.5789999961853027},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.5684999823570251},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5564000010490417},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.42820000648498535}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7336000204086304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7249000072479248},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6990000009536743},{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.692799985408783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6710000038146973},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.603600025177002},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.5789999961853027},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5684999823570251},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5564000010490417},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.42820000648498535},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42480000853538513},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4101000130176544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3573000133037567},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.34389999508857727},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.33489999175071716},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.303600013256073},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.29989999532699585},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.2989000082015991},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.29809999465942383},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.26739999651908875},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.2639000117778778}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-025-00693-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00693-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W4225124400","https://openalex.org/W4285218135","https://openalex.org/W4292257422","https://openalex.org/W4294326265","https://openalex.org/W4301184519","https://openalex.org/W4307493843","https://openalex.org/W4312909648","https://openalex.org/W4316465164","https://openalex.org/W4321843726","https://openalex.org/W4362696240","https://openalex.org/W4379623286","https://openalex.org/W4385647280","https://openalex.org/W4385763571","https://openalex.org/W4388822937","https://openalex.org/W4402812687","https://openalex.org/W4407023487","https://openalex.org/W4408547852","https://openalex.org/W4409744497","https://openalex.org/W4412667605","https://openalex.org/W4413139082","https://openalex.org/W4415412203"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2025-12-19T00:00:00"}
