{"id":"https://openalex.org/W3180582204","doi":"https://doi.org/10.1007/978-3-030-80713-9_35","title":"Using Deep Learning Methods to Predict Walking Intensity from Plantar Pressure Images","display_name":"Using Deep Learning Methods to Predict Walking Intensity from Plantar Pressure Images","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3180582204","doi":"https://doi.org/10.1007/978-3-030-80713-9_35","mag":"3180582204"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-80713-9_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80713-9_35","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5045543936","display_name":"Hsing\u2010Chung Chen","orcid":"https://orcid.org/0000-0002-5266-9975"},"institutions":[{"id":"https://openalex.org/I4210126829","display_name":"China Medical University Hospital","ror":"https://ror.org/0368s4g32","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210126829"]},{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]},{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsing-Chung Chen","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan","Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I4210126829","https://openalex.org/I184693016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321058","display_name":"Sunardi Sunardi","orcid":null},"institutions":[{"id":"https://openalex.org/I226567900","display_name":"Muhammadiyah University of Yogyakarta","ror":"https://ror.org/03anrkt33","country_code":"ID","type":"education","lineage":["https://openalex.org/I226567900"]},{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["ID","TW"],"is_corresponding":false,"raw_author_name":"Sunardi","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan","Department of Mechanical Engineering, Universitas Muhammadiyah Yogyakarta, Yogyakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Universitas Muhammadiyah Yogyakarta, Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I226567900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080909004","display_name":"Yih\u2010Kuen Jan","orcid":"https://orcid.org/0000-0001-7149-4034"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yih-Kuen Jan","raw_affiliation_strings":["Computational Science and Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, USA","Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL, USA","Rehabilitation Engineering Lab, University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"Computational Science and Engineering, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Rehabilitation Engineering Lab, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084310586","display_name":"Ben-Yi Liau","orcid":"https://orcid.org/0000-0002-6857-8656"},"institutions":[{"id":"https://openalex.org/I95858998","display_name":"Hungkuang University","ror":"https://ror.org/02f2vsx71","country_code":"TW","type":"education","lineage":["https://openalex.org/I95858998"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ben-Yi Liau","raw_affiliation_strings":["Department of Biomedical Engineering, Hungkuang University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Hungkuang University, Taichung, Taiwan","institution_ids":["https://openalex.org/I95858998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087964642","display_name":"Chih\u2010Yang Lin","orcid":"https://orcid.org/0000-0002-0401-8473"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Yang Lin","raw_affiliation_strings":["Electrical Engineering, Yuan Ze University, Chung-Li, Taiwan"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Yuan Ze University, Chung-Li, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087107743","display_name":"Jen-Yung Tsai","orcid":"https://orcid.org/0000-0003-3981-0679"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jen-Yung Tsai","raw_affiliation_strings":["Department of Digital Media Design, Asia University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Digital Media Design, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056197810","display_name":"Cheng-Tsung Li","orcid":null},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Tsung Li","raw_affiliation_strings":["Department of Digital Media Design, Asia University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Digital Media Design, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021092382","display_name":"Chi-Wen Lung","orcid":"https://orcid.org/0000-0002-7048-2493"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Chi-Wen Lung","raw_affiliation_strings":["Department of Creative Product Design, Asia University, Taichung, Taiwan","Rehabilitation Engineering Lab, University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Creative Product Design, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Rehabilitation Engineering Lab, University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5045543936"],"corresponding_institution_ids":["https://openalex.org/I143578492","https://openalex.org/I184693016","https://openalex.org/I4210126829"],"apc_list":null,"apc_paid":null,"fwci":8.7329,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97319833,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11018","display_name":"Lower Extremity Biomechanics and Pathologies","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/forefoot","display_name":"Forefoot","score":0.8334172964096069},{"id":"https://openalex.org/keywords/plantar-pressure","display_name":"Plantar pressure","score":0.7073675990104675},{"id":"https://openalex.org/keywords/treadmill","display_name":"Treadmill","score":0.5697633624076843},{"id":"https://openalex.org/keywords/foot-pressure","display_name":"Foot pressure","score":0.5259435772895813},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5102362632751465},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5043631792068481},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48493269085884094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4191117584705353},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.39814865589141846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35105031728744507},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12224194407463074},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.08941972255706787},{"id":"https://openalex.org/keywords/pressure-sensor","display_name":"Pressure sensor","score":0.06284195184707642}],"concepts":[{"id":"https://openalex.org/C2776577363","wikidata":"https://www.wikidata.org/wiki/Q16989664","display_name":"Forefoot","level":3,"score":0.8334172964096069},{"id":"https://openalex.org/C2986382866","wikidata":"https://www.wikidata.org/wiki/Q4368164","display_name":"Plantar pressure","level":3,"score":0.7073675990104675},{"id":"https://openalex.org/C2781464450","wikidata":"https://www.wikidata.org/wiki/Q839144","display_name":"Treadmill","level":2,"score":0.5697633624076843},{"id":"https://openalex.org/C2992252211","wikidata":"https://www.wikidata.org/wiki/Q4368164","display_name":"Foot pressure","level":3,"score":0.5259435772895813},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5102362632751465},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5043631792068481},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48493269085884094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4191117584705353},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.39814865589141846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35105031728744507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12224194407463074},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.08941972255706787},{"id":"https://openalex.org/C41325743","wikidata":"https://www.wikidata.org/wiki/Q1261040","display_name":"Pressure sensor","level":2,"score":0.06284195184707642},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C81182388","wikidata":"https://www.wikidata.org/wiki/Q353963","display_name":"Complication","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-80713-9_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-80713-9_35","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1905928909","https://openalex.org/W2064985032","https://openalex.org/W2065278790","https://openalex.org/W2279798675","https://openalex.org/W2610692412","https://openalex.org/W2626354203","https://openalex.org/W2753616612","https://openalex.org/W2803275737","https://openalex.org/W2980102731","https://openalex.org/W2981537516","https://openalex.org/W3006891127","https://openalex.org/W3048533302","https://openalex.org/W3096441030","https://openalex.org/W3108051116","https://openalex.org/W3111618993"],"related_works":["https://openalex.org/W3008467505","https://openalex.org/W4244688854","https://openalex.org/W4231842284","https://openalex.org/W4244896587","https://openalex.org/W2096121951","https://openalex.org/W3033618502","https://openalex.org/W2587497831","https://openalex.org/W3040229739","https://openalex.org/W4388835750","https://openalex.org/W4365804022"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
