{"id":"https://openalex.org/W4385763840","doi":"https://doi.org/10.24963/ijcai.2023/708","title":"NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments","display_name":"NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385763840","doi":"https://doi.org/10.24963/ijcai.2023/708"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2023/708","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/708","pdf_url":"https://www.ijcai.org/proceedings/2023/0708.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2023/0708.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085352175","display_name":"Misaal Khan","orcid":null},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]},{"id":"https://openalex.org/I216021267","display_name":"All India Institute of Medical Sciences Jodhpur","ror":"https://ror.org/05e15a779","country_code":"IN","type":"education","lineage":["https://openalex.org/I216021267","https://openalex.org/I2799351866","https://openalex.org/I4210148677"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Misaal Khan","raw_affiliation_strings":["All India Institute of Medical Science Jodhpur, India","Indian Institute of Technology Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"All India Institute of Medical Science Jodhpur, India","institution_ids":["https://openalex.org/I216021267"]},{"raw_affiliation_string":"Indian Institute of Technology Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036824511","display_name":"Shivang Agarwal","orcid":"https://orcid.org/0000-0001-8809-3894"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivang Agarwal","raw_affiliation_strings":["Indian Institute of Technology Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050521702","display_name":"Mayank Vatsa","orcid":"https://orcid.org/0000-0001-5952-2274"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Vatsa","raw_affiliation_strings":["Indian Institute of Technology Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011779957","display_name":"Richa Singh","orcid":"https://orcid.org/0000-0003-4060-4573"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richa Singh","raw_affiliation_strings":["Indian Institute of Technology Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102613549","display_name":"Kuldeep Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I216021267","display_name":"All India Institute of Medical Sciences Jodhpur","ror":"https://ror.org/05e15a779","country_code":"IN","type":"education","lineage":["https://openalex.org/I216021267","https://openalex.org/I2799351866","https://openalex.org/I4210148677"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kuldeep Singh","raw_affiliation_strings":["All India Institute of Medical Science Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"All India Institute of Medical Science Jodhpur, India","institution_ids":["https://openalex.org/I216021267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085352175"],"corresponding_institution_ids":["https://openalex.org/I154549908","https://openalex.org/I216021267"],"apc_list":null,"apc_paid":null,"fwci":0.8328,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69991275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"6378","last_page":"6385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10596","display_name":"Child Nutrition and Water Access","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10596","display_name":"Child Nutrition and Water Access","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10397","display_name":"Nutrition and Health in Aging","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T12279","display_name":"Body Composition Measurement Techniques","score":0.9117000102996826,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/malnutrition","display_name":"Malnutrition","score":0.9022818207740784},{"id":"https://openalex.org/keywords/anthropometry","display_name":"Anthropometry","score":0.7831630110740662},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6818703413009644},{"id":"https://openalex.org/keywords/developing-country","display_name":"Developing country","score":0.5744239091873169},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.5052729249000549},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4959591329097748},{"id":"https://openalex.org/keywords/circumference","display_name":"Circumference","score":0.48834893107414246},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40718767046928406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3119491934776306},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.19510450959205627},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0762181282043457}],"concepts":[{"id":"https://openalex.org/C551997983","wikidata":"https://www.wikidata.org/wiki/Q12167","display_name":"Malnutrition","level":2,"score":0.9022818207740784},{"id":"https://openalex.org/C61427482","wikidata":"https://www.wikidata.org/wiki/Q6656244","display_name":"Anthropometry","level":2,"score":0.7831630110740662},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6818703413009644},{"id":"https://openalex.org/C83864248","wikidata":"https://www.wikidata.org/wiki/Q177323","display_name":"Developing country","level":2,"score":0.5744239091873169},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.5052729249000549},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4959591329097748},{"id":"https://openalex.org/C166504685","wikidata":"https://www.wikidata.org/wiki/Q843905","display_name":"Circumference","level":2,"score":0.48834893107414246},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40718767046928406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3119491934776306},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.19510450959205627},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0762181282043457},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2023/708","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/708","pdf_url":"https://www.ijcai.org/proceedings/2023/0708.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2023/708","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2023/708","pdf_url":"https://www.ijcai.org/proceedings/2023/0708.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385763840.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1512349793","https://openalex.org/W1686810756","https://openalex.org/W2000795003","https://openalex.org/W2007684928","https://openalex.org/W2149369858","https://openalex.org/W2168085654","https://openalex.org/W2194775991","https://openalex.org/W2312070181","https://openalex.org/W2416401865","https://openalex.org/W2886443472","https://openalex.org/W2944378183","https://openalex.org/W2963446712","https://openalex.org/W2963677766","https://openalex.org/W3162638591","https://openalex.org/W3188383441","https://openalex.org/W4298110425"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2035891987","https://openalex.org/W2009350924","https://openalex.org/W2032191635","https://openalex.org/W2943307871","https://openalex.org/W4386956670","https://openalex.org/W2498932862","https://openalex.org/W2591622429"],"abstract_inverted_index":{"Malnutrition":[0],"among":[1,49],"infants":[2],"and":[3,27,36,40,47,61,80,183],"young":[4],"children":[5,22,50],"is":[6],"a":[7,42,86,96,134],"pervasive":[8],"public":[9],"health":[10,129],"concern,":[11],"particularly":[12],"in":[13,116,171],"developing":[14,94],"countries":[15],"where":[16],"resources":[17],"are":[18,64,93],"limited.":[19],"Millions":[20],"of":[21,34,45,72,113,128,138,143,151,174],"globally":[23],"suffer":[24],"from":[25],"malnourishment":[26,38],"its":[28],"complications1.":[29],"Despite":[30],"the":[31,69,114,126,140,146,154,159,172],"best":[32],"efforts":[33],"governments":[35],"organizations,":[37],"persists":[39],"remains":[41],"leading":[43],"cause":[44],"morbidity":[46],"mortality":[48],"under":[51],"five.":[52],"Physical":[53],"measurements,":[54],"such":[55],"as":[56,149],"weight,":[57],"height,":[58],"middle-upper-arm-circumference":[59],"(muac),":[60],"head":[62],"circumference":[63],"commonly":[65],"used":[66],"to":[67,82,106,178],"assess":[68],"nutritional":[70,141],"status":[71,142],"children.":[73,144],"However,":[74],"this":[75,90,152],"approach":[76,105],"can":[77,164],"be":[78],"resource-intensive":[79],"challenging":[81],"carry":[83],"out":[84],"on":[85],"large":[87],"scale.":[88],"In":[89],"research,":[91,153],"we":[92],"NutriAI,":[95],"low-cost":[97],"solution":[98,121],"that":[99,158],"leverages":[100],"small":[101],"sample":[102],"size":[103],"classification":[104],"detect":[107],"malnutrition":[108,166],"by":[109],"analyzing":[110],"2D":[111],"images":[112],"subjects":[115],"multiple":[117],"poses.":[118],"The":[119],"proposed":[120],"will":[122],"not":[123],"only":[124],"reduce":[125],"workload":[127],"workers":[130],"but":[131],"also":[132],"provide":[133],"more":[135],"efficient":[136],"means":[137],"monitoring":[139],"On":[145],"dataset":[147],"prepared":[148],"part":[150],"baseline":[155],"results":[156],"highlight":[157],"modern":[160],"deep":[161],"learning":[162],"approaches":[163],"facilitate":[165],"detection":[167],"via":[168],"anthropometric":[169],"indicators":[170],"presence":[173],"diversity":[175],"with":[176],"respect":[177],"age,":[179],"gender,":[180],"physical":[181],"characteristics,":[182],"accessories":[184],"including":[185],"clothing.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
