{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:31:27Z","timestamp":1750221087702,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":50,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,7,25]],"date-time":"2019-07-25T00:00:00Z","timestamp":1564012800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["SCH-1622542, SCH-1622536, SCH-1622679"],"award-info":[{"award-number":["SCH-1622542, SCH-1622536, SCH-1622679"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["R01EY019474, P30EY10572"],"award-info":[{"award-number":["R01EY019474, P30EY10572"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,7,25]]},"DOI":"10.1145\/3292500.3330713","type":"proceedings-article","created":{"date-parts":[[2019,7,26]],"date-time":"2019-07-26T13:17:26Z","timestamp":1564147046000},"page":"1809-1819","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["A Severity Score for Retinopathy of Prematurity"],"prefix":"10.1145","author":[{"given":"Peng","family":"Tian","sequence":"first","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}]},{"given":"Yuan","family":"Guo","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}]},{"given":"Jayashree","family":"Kalpathy-Cramer","sequence":"additional","affiliation":[{"name":"Massachusetts General Hospital, Charlestown, MA, USA"}]},{"given":"Susan","family":"Ostmo","sequence":"additional","affiliation":[{"name":"Oregon Health &amp; Science University, Portland, OR, USA"}]},{"given":"John Peter","family":"Campbell","sequence":"additional","affiliation":[{"name":"Oregon Health &amp; Science University, Portland, OR, USA"}]},{"given":"Michael F.","family":"Chiang","sequence":"additional","affiliation":[{"name":"Oregon Health &amp; Science University, Portland, OR, USA"}]},{"given":"Jennifer","family":"Dy","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}]},{"given":"Deniz","family":"Erdogmus","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}]},{"given":"Stratis","family":"Ioannidis","sequence":"additional","affiliation":[{"name":"Northeastern University, Boston, MA, USA"}]}],"member":"320","published-online":{"date-parts":[[2019,7,25]]},"reference":[{"key":"e_1_3_2_1_1_1","first-page":"231","article-title":"Best Approximation and Convergence Properties of Higher-Order Spline Approximations","volume":"14","author":"Ahlberg JH","year":"1965","unstructured":"JH Ahlberg , EN Nilson , and JL Walsh . 1965 . Best Approximation and Convergence Properties of Higher-Order Spline Approximations . Journal of Mathematics and Mechanics , Vol. 14 , 2 (1965), 231 -- 243 . JH Ahlberg, EN Nilson, and JL Walsh. 1965. Best Approximation and Convergence Properties of Higher-Order Spline Approximations. Journal of Mathematics and Mechanics , Vol. 14, 2 (1965), 231--243.","journal-title":"Journal of Mathematics and Mechanics"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_2_1","DOI":"10.1016\/j.patcog.2012.07.002"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_3_1","DOI":"10.1109\/ISKE.2017.8258743"},{"volume-title":"Retinal image analytics: A complete framework from segmentation to diagnosis","author":"Ataer-Cansizouglu Esra","unstructured":"Esra Ataer-Cansizouglu . 2015. Retinal image analytics: A complete framework from segmentation to diagnosis . Northeastern University . Esra Ataer-Cansizouglu. 2015. Retinal image analytics: A complete framework from segmentation to diagnosis .Northeastern University.","key":"e_1_3_2_1_4_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_5_1","DOI":"10.1038\/pr.2013.205"},{"volume-title":"Convex optimization","author":"Boyd Stephen","unstructured":"Stephen Boyd and Lieven Vandenberghe . 2004. Convex optimization . Cambridge university press . Stephen Boyd and Lieven Vandenberghe. 2004. Convex optimization .Cambridge university press.","key":"e_1_3_2_1_6_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_7_1","DOI":"10.1093\/biomet\/39.3-4.324"},{"key":"e_1_3_2_1_8_1","volume-title":"Jennifer Dy, Deniz Erdogmus, Stratis Ioannidis, Jayashree Kalpathy-Cramer, et almbox.","author":"Brown James M","year":"2018","unstructured":"James M Brown , J Peter Campbell , Andrew Beers , Ken Chang , Susan Ostmo , RV Paul Chan , Jennifer Dy, Deniz Erdogmus, Stratis Ioannidis, Jayashree Kalpathy-Cramer, et almbox. 2018 . Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA ophthalmology (2018). James M Brown, J Peter Campbell, Andrew Beers, Ken Chang, Susan Ostmo, RV Paul Chan, Jennifer Dy, Deniz Erdogmus, Stratis Ioannidis, Jayashree Kalpathy-Cramer, et almbox. 2018. Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA ophthalmology (2018)."},{"unstructured":"Sarah Marie Brown Andrea Webb Rami Mangoubi and Jennifer G Dy. 2015. A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores.. In AAAI .  Sarah Marie Brown Andrea Webb Rami Mangoubi and Jennifer G Dy. 2015. A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores.. In AAAI .","key":"e_1_3_2_1_9_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_10_1","DOI":"10.1016\/j.jaapos.2010.11.019"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_11_1","DOI":"10.1016\/j.ophtha.2016.07.026"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_12_1","DOI":"10.1109\/TPAMI.1986.4767851"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_13_1","DOI":"10.1109\/ICIP.2003.1247157"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_14_1","DOI":"10.1145\/2671188.2749358"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_15_1","DOI":"10.1001\/archopht.125.7.875"},{"key":"e_1_3_2_1_16_1","volume-title":"et almbox. 2007 b. Telemedical retinopathy of prematurity diagnosis: accuracy, reliability, and image quality. Archives of ophthalmology","author":"Chiang Michael F","year":"2007","unstructured":"Michael F Chiang , Lu Wang , Mihai Busuioc , Yunling E Du , Patrick Chan , Steven A Kane , Thomas C Lee , David J Weissgold , Audina M Berrocal , Osode Coki , et almbox. 2007 b. Telemedical retinopathy of prematurity diagnosis: accuracy, reliability, and image quality. Archives of ophthalmology , Vol. 125 , 11 ( 2007 ), 1531--1538. Michael F Chiang, Lu Wang, Mihai Busuioc, Yunling E Du, Patrick Chan, Steven A Kane, Thomas C Lee, David J Weissgold, Audina M Berrocal, Osode Coki, et almbox. 2007 b. Telemedical retinopathy of prematurity diagnosis: accuracy, reliability, and image quality. Archives of ophthalmology , Vol. 125, 11 (2007), 1531--1538."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_17_1","DOI":"10.1023\/A:1022627411411"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_18_1","DOI":"10.1001\/archopht.1988.01060130517027"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_19_1","DOI":"10.1007\/BF02551274"},{"unstructured":"Arpad E Elo. 1978. The rating of chess players past and present .Arco Pub.  Arpad E Elo. 1978. The rating of chess players past and present .Arco Pub.","key":"e_1_3_2_1_20_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_21_1","DOI":"10.1167\/iovs.05-0646"},{"key":"e_1_3_2_1_22_1","volume-title":"et almbox","author":"Gilbert Clare","year":"2005","unstructured":"Clare Gilbert , Alistair Fielder , Luz Gordillo , Graham Quinn , Renato Semiglia , Patricia Visintin , Andrea Zin , et almbox . 2005 . Characteristics of Infants With Severe Retinopathy of Prematurity in Countries With Low, Moderate, and High Levels of Development: Implications for Screening Programs. Pediatrics , Vol. 115 , 5 (2005). Clare Gilbert, Alistair Fielder, Luz Gordillo, Graham Quinn, Renato Semiglia, Patricia Visintin, Andrea Zin, et almbox. 2005. Characteristics of Infants With Severe Retinopathy of Prematurity in Countries With Low, Moderate, and High Levels of Development: Implications for Screening Programs. Pediatrics , Vol. 115, 5 (2005)."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_23_1","DOI":"10.1001\/jama.2016.17216"},{"key":"e_1_3_2_1_24_1","volume-title":"Radiology","volume":"143","author":"Hanley James A","year":"1982","unstructured":"James A Hanley and Barbara J McNeil . 1982 . The Meaning and Use of the Area under a Receiver Operating Characteristic (ROC) curve . Radiology , Vol. 143 , 1 (1982). James A Hanley and Barbara J McNeil. 1982. The Meaning and Use of the Area under a Receiver Operating Characteristic (ROC) curve. Radiology , Vol. 143, 1 (1982)."},{"key":"e_1_3_2_1_25_1","article-title":"Mechanisms and Management of Retinopathy of Prematurity","volume":"367","author":"Elizabeth Hartnett M","year":"2012","unstructured":"M Elizabeth Hartnett and John S Penn . 2012 . Mechanisms and Management of Retinopathy of Prematurity . New England Journal of Medicine , Vol. 367 , 26 (2012). M Elizabeth Hartnett and John S Penn. 2012. Mechanisms and Management of Retinopathy of Prematurity. New England Journal of Medicine , Vol. 367, 26 (2012).","journal-title":"New England Journal of Medicine"},{"key":"e_1_3_2_1_26_1","volume-title":"Lois EH Smith, and Olaf Dammann","author":"Hellstr\u00f6m Ann","year":"2013","unstructured":"Ann Hellstr\u00f6m , Lois EH Smith, and Olaf Dammann . 2013 . Retinopathy of Prematurity. The lancet , Vol. 382 , 9902 (2013), 1445--1457. Ann Hellstr\u00f6m, Lois EH Smith, and Olaf Dammann. 2013. Retinopathy of Prematurity. The lancet , Vol. 382, 9902 (2013), 1445--1457."},{"key":"e_1_3_2_1_27_1","volume-title":"Characterization of changes in blood vessel width and tortuosity in retinopathy of prematurity using image analysis. Medical image analysis","author":"Heneghan Conor","year":"2002","unstructured":"Conor Heneghan , John Flynn , Michael O'Keefe , and Mark Cahill . 2002. Characterization of changes in blood vessel width and tortuosity in retinopathy of prematurity using image analysis. Medical image analysis , Vol. 6 , 4 ( 2002 ), 407--429. Conor Heneghan, John Flynn, Michael O'Keefe, and Mark Cahill. 2002. Characterization of changes in blood vessel width and tortuosity in retinopathy of prematurity using image analysis. Medical image analysis , Vol. 6, 4 (2002), 407--429."},{"key":"e_1_3_2_1_28_1","volume-title":"MM algorithms for generalized Bradley-Terry models. Annals of Statistics","author":"Hunter David R","year":"2004","unstructured":"David R Hunter . 2004. MM algorithms for generalized Bradley-Terry models. Annals of Statistics ( 2004 ), 384--406. David R Hunter. 2004. MM algorithms for generalized Bradley-Terry models. Annals of Statistics (2004), 384--406."},{"key":"e_1_3_2_1_29_1","volume-title":"Encyclopedia of Biostatistics","author":"Imrey Peter B","year":"1998","unstructured":"Peter B Imrey . 1998. Bradley-- Terry Model . Encyclopedia of Biostatistics ( 1998 ). Peter B Imrey. 1998. Bradley--Terry Model. Encyclopedia of Biostatistics (1998)."},{"key":"e_1_3_2_1_30_1","first-page":"991","article-title":"The international classification of retinopathy of prematurity revisited","volume":"123","author":"International Committee for the Classification of Retinopathy of Prematurity.","year":"2005","unstructured":"International Committee for the Classification of Retinopathy of Prematurity. 2005 . The international classification of retinopathy of prematurity revisited . JAMA Ophthalmology , Vol. 123 , 7 (2005), 991 -- 999 . International Committee for the Classification of Retinopathy of Prematurity. 2005. The international classification of retinopathy of prematurity revisited. JAMA Ophthalmology , Vol. 123, 7 (2005), 991--999.","journal-title":"JAMA Ophthalmology"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"crossref","first-page":"859","DOI":"10.1542\/peds.91.5.859","article-title":"Cost--Effectiveness of Screening and Cryotherapy for Threshold Retinopathy of Prematurity","volume":"91","author":"Javitt Jonathan","year":"1993","unstructured":"Jonathan Javitt , Ronald Dei Cas , and Yen-pin Chiang. 1993 . Cost--Effectiveness of Screening and Cryotherapy for Threshold Retinopathy of Prematurity . Pediatrics , Vol. 91 , 5 (1993), 859 -- 866 . Jonathan Javitt, Ronald Dei Cas, and Yen-pin Chiang. 1993. Cost--Effectiveness of Screening and Cryotherapy for Threshold Retinopathy of Prematurity. Pediatrics , Vol. 91, 5 (1993), 859--866.","journal-title":"Pediatrics"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_32_1","DOI":"10.1016\/j.ophtha.2016.07.020"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_33_1","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_1_34_1","volume-title":"Susan Ostmo, Karyn Jonas, Michael F Chiang, Imaging & Informatics in ROP","author":"Moleta Chace","year":"2017","unstructured":"Chace Moleta , J Peter Campbell , Jayashree Kalpathy-Cramer , RV Paul Chan , Susan Ostmo, Karyn Jonas, Michael F Chiang, Imaging & Informatics in ROP Research Consortium , et almbox. 2017 . Plus Disease in Retinopathy of Prematurity: Diagnostic Trends in 2016 vs. 2007. American Journal of Ophthalmology (2017). Chace Moleta, J Peter Campbell, Jayashree Kalpathy-Cramer, RV Paul Chan, Susan Ostmo, Karyn Jonas, Michael F Chiang, Imaging & Informatics in ROP Research Consortium, et almbox. 2017. Plus Disease in Retinopathy of Prematurity: Diagnostic Trends in 2016 vs. 2007. American Journal of Ophthalmology (2017)."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_35_1","DOI":"10.22266\/ijies2017.0831.30"},{"key":"e_1_3_2_1_36_1","volume-title":"The analysis of permutations. Applied Statistics","author":"Plackett Robin L","year":"1975","unstructured":"Robin L Plackett . 1975. The analysis of permutations. Applied Statistics ( 1975 ). Robin L Plackett. 1975. The analysis of permutations. Applied Statistics (1975)."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_37_1","DOI":"10.3341\/kjo.2015.0143"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_38_1","DOI":"10.1007\/978-3-540-88636-5_89"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_39_1","DOI":"10.1016\/j.media.2017.04.012"},{"key":"e_1_3_2_1_40_1","volume-title":"Comprehensive Retinal Image Analysis for Aggressive Posterior Retinopathy of Prematurity. PloS one","author":"Rajashekar Deepthi","year":"2016","unstructured":"Deepthi Rajashekar , Gowri Srinivasa , and Anand Vinekar . 2016. Comprehensive Retinal Image Analysis for Aggressive Posterior Retinopathy of Prematurity. PloS one , Vol. 11 , 10 ( 2016 ). Deepthi Rajashekar, Gowri Srinivasa, and Anand Vinekar. 2016. Comprehensive Retinal Image Analysis for Aggressive Posterior Retinopathy of Prematurity. PloS one , Vol. 11, 10 (2016)."},{"key":"e_1_3_2_1_41_1","volume-title":"Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence. AUAI Press.","author":"Rendle Steffen","year":"2009","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2009 . BPR: Bayesian personalized ranking from implicit feedback . In Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence. AUAI Press. Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian personalized ranking from implicit feedback. In Proceedings of the twenty-fifth conference on uncertainty in artificial intelligence. AUAI Press."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_42_1","DOI":"10.1001\/archopht.120.11.1470"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_43_1","DOI":"10.1145\/1835804.1835928"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_44_1","DOI":"10.2307\/1412159"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_45_1","DOI":"10.1109\/TMM.2017.2688929"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_46_1","DOI":"10.1016\/j.jaapos.2007.11.022"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_47_1","DOI":"10.1016\/j.jaapos.2007.04.008"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_48_1","DOI":"10.1109\/CVPR.2016.646"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_49_1","DOI":"10.1016\/j.cmpb.2014.02.010"},{"key":"e_1_3_2_1_50_1","volume-title":"et almbox","author":"Wilson Clare M","year":"2008","unstructured":"Clare M Wilson , Kenneth D Cocker , Merrick J Moseley , Carl Paterson , Simon T Clay , William E Schulenburg , Monte D Mills , Anna L Ells , Kim H Parker , Graham E Quinn , et almbox . 2008 . Computerized Analysis of Retinal Vessel Width and Tortuosity in Premature Infants. Investigative Ophthalmology & Visual Science , Vol. 49 , 8 (2008). Clare M Wilson, Kenneth D Cocker, Merrick J Moseley, Carl Paterson, Simon T Clay, William E Schulenburg, Monte D Mills, Anna L Ells, Kim H Parker, Graham E Quinn, et almbox. 2008. Computerized Analysis of Retinal Vessel Width and Tortuosity in Premature Infants. Investigative Ophthalmology & Visual Science , Vol. 49, 8 (2008)."}],"event":{"sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"],"acronym":"KDD '19","name":"KDD '19: The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Anchorage AK USA"},"container-title":["Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3292500.3330713","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3292500.3330713","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3292500.3330713","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:57:50Z","timestamp":1750208270000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3292500.3330713"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7,25]]},"references-count":50,"alternative-id":["10.1145\/3292500.3330713","10.1145\/3292500"],"URL":"https:\/\/doi.org\/10.1145\/3292500.3330713","relation":{},"subject":[],"published":{"date-parts":[[2019,7,25]]},"assertion":[{"value":"2019-07-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}