Featured Publications

Featured List

Assessment of Machine Learning Detection of Environmental Enteropathy and Celiac Disease in Children
Sana Syed, Mohammad Al-Boni, Marium N Khan, Kamran Sadiq, Najeeha T Iqbal, Christopher A Moskaluk, Paul Kelly, Beatrice Amadi, S Asad Ali, Sean R Moore, Donald E Brown
JAMA Network Open, June 2019

Mo1992–Solving the Stain Dilemma: Computational Image Analysis to Address Differential Tissue Staining Color Bias in Duodenal Biopsies
Sana Syed, Aman Shrivastava, Karan Kant, Saurav Sengupta, Luke Kang, Marium N Khan, Najeeha T Iqbal, Kamran Sadiq, Christopher A Moskaluk, Beatrice Amadi, Paul Kelly, Asad Ali, Sean Moore, Donald Brown
Gastronenterology

Deep Learning for Detecting Diseases in Gastrointestinal Biopsy Images
Aman Srivastava, Saurav Sengupta, Sung-Jun Kang, Karan Kant, Marium Khan, S Asad Ali, Sean R Moore, Beatrice C Amadi, Paul Kelly, Sana Syed, Donald E Brown
IEEE Xplore

Publications

Javaid A, Shahab O, Adorno W, Fernandes P, May E, Syed S. Machine Learning Predictive Outcomes Modeling in Inflammatory Bowel Diseases. Inflamm Bowel Dis. 2022 Jun 3;28(6):819-829. doi: 10.1093/ibd/izab187. Review. PubMed PMID: 34417815; PubMed Central PMCID: PMC9165557.
Chen D, Fulmer C, Gordon IO, Syed S, Stidham RW, Vande Casteele N, Qin Y, Falloon K, Cohen BL, Wyllie R, Rieder F. Application of Artificial Intelligence to Clinical Practice in Inflammatory Bowel Disease – What the Clinician Needs to Know. J Crohns Colitis. 2022 Mar 14;16(3):460-471. doi: 10.1093/ecco-jcc/jjab169. PubMed PMID: 34558619; PubMed Central PMCID: PMC8919817.
Zhao X, Setchell KDR, Huang R, Mallawaarachchi I, Ehsan L, Dobrzykowski Iii E, Zhao J, Syed S, Ma JZ, Iqbal NT, Iqbal J, Sadiq K, Ahmed S, Haberman Y, Denson LA, Ali SA, Moore SR. Bile Acid Profiling Reveals Distinct Signatures in Undernourished Children with Environmental Enteric Dysfunction. JNutr. 2021Dec3;151(12):3689-3700. doi: 10.1093/jn/nxab321. PubMed PMID: 34718665; PubMed Central PMCID: PMC8643614.
Corden E, Siddiqui SH, Sharma Y, Raghib MF, Adorno W 3rd, Zulqarnain F, Ehsan L, Shrivastava A, Ahmed S, Umrani F, Rahman N, Ali R, Iqbal NT, Moore SR, Ali SA, Syed S. Distance from Healthcare Facilities Is Associated with Increased Morbidity of Acute Infection in Pediatric Patients in Matiari, Pakistan. Int J Environ Res Public Health. 2021 Nov 7;18(21). doi:10.3390/ijerph182111691. PubMed PMID: 34770204; PubMed Central PMCID: PMC8583418.
Syed S, Moore SR. Dialing in Prevention of Childhood Stunting and Diarrhea in Low-Income Countries. Clin Infect Dis. 2021 Nov 2;73(9):e2569-e2570. doi: 10.1093/cid/ciaa1059. PubMed PMID: 32785660.
Adewole S, Yeghyayan M, Hyatt D, Ehsan L, Jablonski J, Copland A, Syed S, Brown D. Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images. Proc Future Technol Conf (2020). 2021 Nov;1288:426-434. doi: 10.1007/978-3-030-63128-4_32. Epub 2020 Oct 31. PubMed PMID: 34693407; PubMed Central PMCID: PMC8528446.
Jamil Z, Iqbal NT, Idress R, Ahmed Z, Sadiq K, Mallawaarachchi I, Iqbal J, Syed S, Hotwani A, Kabir F, Ahmed K, Ahmed S, Umrani F, Ma JZ, Aziz F, Kalam A, Moore SR, Ali SA. Gut integrity and duodenal enteropathogen burden in undernourished children with environmental enteric dysfunction. PLoS Negl Trop Dis. 2021 Jul;15(7):e0009584. doi: 10.1371/journal.pntd.0009584. eCollection 2021 Jul. PubMed PMID: 34264936; PubMed Central PMCID: PMC8352064.
Syed S, Ehsan L, Shrivastava A, Sengupta S, Khan M, Kowsari K, Guleria S, Sali R, Kant K, Kang SJ, Sadiq K, Iqbal NT, Cheng L, Moskaluk CA, Kelly P, Amadi BC, Asad Ali S, Moore SR, Brown DE. Artificial Intelligence-based Analytics for Diagnosis of Small Bowel Enteropathies and Black Box Feature Detection. J Pediatr Gastroenterol Nutr. 2021 Jun 1;72(6):833-841. doi: 10.1097/MPG.0000000000003057. PubMed PMID: 33534362; PubMed Central PMCID: PMC8767179.
Haberman Y, Iqbal NT, Ghandikota S, Mallawaarachchi I, Tzipi Braun, Dexheimer PJ, Rahman N, Hadar R, Sadiq K, Ahmad Z, Idress R, Iqbal J, Ahmed S, Hotwani A, Umrani F, Ehsan L, Medlock G, Syed S, Moskaluk C, Ma JZ, Jegga AG, Moore SR, Ali SA, Denson LA. Mucosal Genomics Implicate Lymphocyte Activation and Lipid Metabolism in Refractory Environmental Enteric Dysfunction. Gastroenterology. 2021 May;160(6):2055-2071.e0. doi: 10.1053/j.gastro.2021.01.221. Epub 2021 Jan 29. PubMed PMID: 33524399; PubMed Central PMCID: PMC8113748.
Guleria S, Shah TU, Pulido JV, Fasullo M, Ehsan L, Lippman R, Sali R, Mutha P, Cheng L, Brown DE, Syed S. Deep learning systems detect dysplasia with human-like accuracy using histopathology and probe-based confocal laser endomicroscopy. Sci Rep. 2021 Mar 3;11(1):5086. doi: 10.1038/s41598-021-84510-4. PubMed PMID: 33658592; PubMed Central PMCID: PMC7930108.
Shrivastava A, Adorno W, Sharma Y, Ehsan L, Ali SA, Moore SR, Amadi B, Kelly P, Syed S, Brown DE. Self-Attentive Adversarial Stain Normalization. Pattern Recognit (2021). 2021 Jan;12661:120-140. doi: 10.1007/978-3-030-68763-2_10. Epub 2021 Feb 21. PubMed PMID: 34693406; PubMed Central PMCID: PMC8528268.
Malik A, Patel P, Ehsan L, Guleria S, Hartka T, Adewole S, Syed S. Ten simple rules for engaging with artificial intelligence in biomedicine. PLoS Comput Biol. 2021 Feb;17(2):e1008531. doi: 10.1371/journal.pcbi.1008531. eCollection 2021 Feb. PubMed PMID: 33571194; PubMed Central PMCID: PMC7877652.
Adorno W 3rd, Catalano A, Ehsan L, Vitzhum von Eckstaedt H, Barnes B, McGowan E, Syed S, Brown DE. Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision. Biomed Eng Syst Technol Int Jt Conf BIOSTEC Revis Sel Pap. 2021 Feb;2021:44-55. doi: 10.5220/0010241900440055. PubMed PMID: 34046649; PubMed Central PMCID: PMC8144887.
Pulido JV, Guleria S, Ehsan L, Fasullo M, Lippman R, Mutha P, Shah T, Syed S, Brown DE. Semi-Supervised Classification of Noisy, Gigapixel Histology Images. Proc IEEE Int Symp Bioinformatics Bioeng. 2020 Oct;2020:563-568. doi: 10.1109/BIBE50027.2020.00097. Epub 2020 Dec 16. PubMed PMID: 34046246; PubMed Central PMCID: PMC8144886.
Syed T, Doshi A, Guleria S, Syed S, Shah T. Artificial Intelligence and Its Role in Identifying Esophageal Neoplasia. Dig Dis Sci. 2020 Dec;65(12):3448-3455. doi: 10.1007/s10620-020-06643-2. Epub 2020 Oct 15. Review. PubMed PMID: 33057945; PubMed Central PMCID: PMC8139616.
Harrison E, Syed S, Ehsan L, Iqbal NT, Sadiq K, Umrani F, Ahmed S, Rahman N, Jakhro S, Ma JZ, Hughes M, Ali SA. Machine learning model demonstrates stunting at birth and systemic inflammatory biomarkers as predictors of subsequent infant growth – a four-year prospective study. BMC Pediatr. 2020 Oct 30;20(1):498. doi: 10.1186/s12887-020-02392-3. PubMed PMID: 33126871; PubMed Central PMCID: PMC7597024.
Sali R, Moradinasab N, Guleria S, Ehsan L, Fernandes P, Shah TU, Syed S, Brown DE. Deep Learning for Whole-Slide Tissue Histopathology Classification: A Comparative Study in the Identification of Dysplastic and Non-Dysplastic Barrett’s Esophagus. J Pers Med. 2020 Sep 23;10(4). doi: 10.3390/jpm10040141. PubMed PMID: 32977465; PubMed Central PMCID: PMC7711456.
Syed S, Stidham RW. Potential for Standardization and Automation for Pathology and Endoscopy in Inflammatory Bowel Disease. Inflamm Bowel Dis. 2020 Sep 18;26(10):1490-1497. doi: 10.1093/ibd/izaa211. Review. PubMed PMID: 32869844; PubMed Central PMCID: PMC7749192.
Gao C, Ehsan L, Jones M, Khan M, Middleton J, Vergales B, Perks P, Syed S. Time to regain birth weight predicts neonatal growth velocity: A single-center experience. Clin Nutr ESPEN. 2020 Aug;38:165-171. doi: 10.1016/j.clnesp.2020.05.010. Epub 2020 Jun 20. PubMed PMID: 32690152; PubMed Central PMCID: PMC8144885.
Kowsari K, Sali R, Ehsan L, Adorno W, Ali A, Moore S, Amadi B, Kelly P, Syed S, Brown D. HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach. Information (Basel). 2020 Jun;11(6). doi: 10.3390/info11060318. Epub 2020 Jun 12. PubMed PMID: 34367687; PubMed Central PMCID: PMC8346231.
Pulido JV, Guleria S, Ehsan L, Shah T, Syed S, Brown DE. SCREENING FOR BARRETT’S ESOPHAGUS WITH PROBE-BASED CONFOCAL LASER ENDOMICROSCOPY VIDEOS. Proc IEEE Int Symp Biomed Imaging. 2020 Apr;2020:1659-1663. doi: 10.1109/isbi45749.2020.9098630. Epub 2020 May 22. PubMed PMID: 34040694; PubMed Central PMCID: PMC8144884.
Sali R, Ehsan L, Kowsari K, Khan M, Moskaluk CA, Syed S, Brown DE. CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2019 Nov;2019:962-967. doi: 10.1109/bibm47256.2019.8983270. Epub 2020 Feb 6. PubMed PMID: 35003830; PubMed Central PMCID: PMC8740775.
Liu TC, VanBuskirk K, Ali SA, Kelly MP, Holtz LR, Yilmaz OH, Sadiq K, Iqbal N, Amadi B, Syed S, Ahmed T, Moore S, Ndao IM, Isaacs MH, Pfeifer JD, Atlas H, Tarr PI, Denno DM, Moskaluk CA. A novel histological index for evaluation of environmental enteric dysfunction identifies geographic-specific features of enteropathy among children with suboptimal growth. PLoS Negl Trop Dis. 2020 Jan;14(1):e0007975. doi: 10.1371/journal.pntd.0007975. eCollection 2020 Jan. PubMed PMID: 31929525; PubMed Central PMCID: PMC6980693.
Patel V, Khan MN, Shrivastava A, Sadiq K, Ali SA, Moore SR, Brown DE, Syed S. Artificial Intelligence Applied to Gastrointestinal Diagnostics: A Review. J Pediatr Gastroenterol Nutr. 2020 Jan;70(1):4-11. doi: 10.1097/MPG.0000000000002507. Review. PubMed PMID: 31567886; PubMed Central PMCID: PMC6934912.
Kowsari K, Sali R, Khan MN, Adorno W, Ali SA, Moore SR, Amadi BC, Kelly P, Syed S, Brown DE. Diagnosis of Celiac Disease and Environmental Enteropathy on Biopsy Images Using Color Balancing on Convolutional Neural Networks. Proc Futur Technol Conf FTC (2019). 2020;1069:750-65. doi: 10.1007/978-3-030-32520-6_55. Epub 2019 Oct 13. PubMed PMID: 34726364; PubMed Central PMCID: PMC8536862.
Catalano A, Adorno W, Ehsan L, Syed S, Kowsari K, Heidarysafa M, Odukoya T, Brown D. Mo1175 USE OF MACHINE LEARNING AND COMPUTER VISION TO LINK EOSINOPHILIC ESOPHAGITIS CELLULAR PATTERNS WITH CLINICAL PHENOTYPES AND DISEASE LOCATION. Proceedings of the Future Technologies Conference (FTC). 2020; 1.
Surapaneni S, Syed S, Lee L. Exploring Themes and Bias in Art using Machine Learning Image Analysis. 2020 Systems and Information Engineering Design Symposium (SIEDS). 2020; :1-6. NIHMSID: NIHMS1696491.
Iqbal NT, Syed S, Kabir F, Jamil Z, Akhund T, Qureshi S, Liu J, Ma JZ, Guleria S, Gewirtz A, Duggan CP, Hughes MA, Sadiq K, Ali A. Pathobiome driven gut inflammation in Pakistani children with Environmental Enteric Dysfunction. PLoS One. 2019;14(8):e0221095. doi: 10.1371/journal.pone.0221095. eCollection 2019. PubMed PMID: 31442248; PubMed Central PMCID: PMC6707605.
Iqbal NT, Syed S, Sadiq K, Khan MN, Iqbal J, Ma JZ, Umrani F, Ahmed S, Maier EA, Denson LA, Haberman Y, McNeal MM, Setchell KDR, Zhao X, Qureshi S, Shen L, Moskaluk CA, Liu TC, Yilmaz O, Brown DE, Barratt MJ, Kung VL, Gordon JI, Moore SR, Ali SA. Study of Environmental Enteropathy and Malnutrition (SEEM) in Pakistan: protocols for biopsy based biomarker discovery and validation. BMC Pediatr. 2019 Jul 22;19(1):247. doi: 10.1186/s12887-019-1564-x. PubMed PMID: 31331393; PubMed Central PMCID: PMC6643315.
Syed S, Al-Boni M, Khan MN, Sadiq K, Iqbal NT, Moskaluk CA, Kelly P, Amadi B, Ali SA, Moore SR, Brown DE. Assessment of Machine Learning Detection of Environmental Enteropathy and Celiac Disease in Children. JAMA Netw Open. 2019 Jun 5;2(6):e195822. doi: 10.1001/jamanetworkopen.2019.5822. PubMed PMID: 31199451; PubMed Central PMCID: PMC6575155.
Al Boni M, Syed S, Ali A, Moore SR, Brown DE. Duodenal Biopsies Classification and Understanding using Convolutional Neural Networks. AMIA Jt Summits Transl Sci Proc. 2019;2019:453-461. eCollection 2019. PubMed PMID: 31258999; PubMed Central PMCID: PMC6568096.
Niccum M, Khan MN, Middleton JP, Vergales BD, Syed S. Cholestasis affects enteral tolerance and prospective weight gain in the NICU. Clin Nutr ESPEN. 2019 Apr;30:119-125. doi: 10.1016/j.clnesp.2019.01.006. Epub 2019 Feb 4. PubMed PMID: 30904211; PubMed Central PMCID: PMC8375631.
Sali R, Ehsan L, Kowsari K, Khan M, Moskaluk C, Syed S, Brown D. Celiacnet: Celiac disease severity diagnosis on duodenal histopathological images using deep residual networks. 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2019; :962-967.
Syed S, Manji KP, McDonald CM, Kisenge R, Aboud S, Sudfeld C, Locks L, Liu E, Fawzi WW, Duggan CP. Biomarkers of Systemic Inflammation and Growth in Early Infancy are Associated with Stunting in Young Tanzanian Children. Nutrients. 2018 Aug 24;10(9). doi: 10.3390/nu10091158. PubMed PMID: 30149537; PubMed Central PMCID: PMC6164697.
Syed S, Yeruva S, Herrmann J, Sailer A, Sadiq K, Iqbal N, Kabir F, Ahmed K, Qureshi S, Moore SR, Turner J, Ali SA. Environmental Enteropathy in Undernourished Pakistani Children: Clinical and Histomorphometric Analyses. Am J Trop Med Hyg. 2018 Jun;98(6):1577-1584. doi: 10.4269/ajtmh.17-0306. Epub 2018 Mar 29. PubMed PMID: 29611507; PubMed Central PMCID: PMC6086170.
Syed S, Iqbal NT, Sadiq K, Ma JZ, Akhund T, Xin W, Moore SR, Liu E, Qureshi S, Gosselin K, Gewirtz A, Duggan CP, Ali SA. Serum anti-flagellin and anti-lipopolysaccharide immunoglobulins as predictors of linear growth faltering in Pakistani infants at risk for environmental enteric dysfunction. PLoS One. 2018;13(3):e0193768. doi: 10.1371/journal.pone.0193768. eCollection 2018. PubMed PMID: 29509790; PubMed Central PMCID: PMC5839587.
Iqbal NT, Sadiq K, Syed S, Akhund T, Umrani F, Ahmed S, Yakoob MY, Rahman N, Qureshi S, Xin W, Ma JZ, Hughes M, Ali SA. Promising Biomarkers of Environmental Enteric Dysfunction: A Prospective Cohort study in Pakistani Children. Sci Rep. 2018 Feb 14;8(1):2966. doi: 10.1038/s41598-018-21319-8. PubMed PMID: 29445110; PubMed Central PMCID: PMC5813024.
Syed S, Dinallo V, Iqbal NT, Di Iorio L, Di Fusco D, Guleria S, Amadi BC, Sadiq K, Moskaluk C, Ali SA, Kelly P, Monteleone G. High SMAD7 and p-SMAD2,3 expression is associated with environmental enteropathy in children. PLoS Negl Trop Dis. 2018 Feb;12(2):e0006224. doi: 10.1371/journal.pntd.0006224. eCollection 2018 Feb. PubMed PMID: 29415065; PubMed Central PMCID: PMC5819826.
Syed S, Michalski ES, Tangpricha V, Chesdachai S, Kumar A, Prince J, Ziegler TR, Suchdev PS, Kugathasan S. Vitamin D Status Is Associated with Hepcidin and Hemoglobin Concentrations in Children with Inflammatory Bowel Disease. Inflamm Bowel Dis. 2017 Sep;23(9):1650-1658. doi: 10.1097/MIB.0000000000001178. PubMed PMID: 28700535; PubMed Central PMCID: PMC5716347.
Syed S, Moore SR. Tissue is the Issue: Duodenal Biopsies to Elucidate Gut Structure and Function Among Undernourished Children in Low-Resource Settings. EBioMedicine. 2017 Sep;23:10-11. doi: 10.1016/j.ebiom.2017.08.003. Epub 2017 Aug 4. PubMed PMID: 28801237; PubMed Central PMCID: PMC5605323.
Syed S, Kugathasan S, Kumar A, Prince J, Schoen BT, McCracken C, Ziegler TR, Suchdev PS. Use of Reticulocyte Hemoglobin Content in the Assessment of Iron Deficiency in Children With Inflammatory Bowel Disease. J Pediatr Gastroenterol Nutr. 2017 May;64(5):713-720. doi: 10.1097/MPG.0000000000001335. PubMed PMID: 27429427; PubMed Central PMCID: PMC5239765.
Syed S, Ali A, Duggan C. Environmental Enteric Dysfunction in Children. J Pediatr Gastroenterol Nutr. 2016 Jul;63(1):6-14. doi: 10.1097/MPG.0000000000001147. Review. PubMed PMID: 26974416; PubMed Central PMCID: PMC4920693.
Syed S, Addo OY, De la Cruz-Góngora V, Ashour FA, Ziegler TR, Suchdev PS. Determinants of Anemia among School-Aged Children in Mexico, the United States and Colombia. Nutrients. 2016 Jun 23;8(7). doi: 10.3390/nu8070387. PubMed PMID: 27347992; PubMed Central PMCID: PMC4963863.
Simek RZ, Prince J, Syed S, Sauer CG, Martineau B, Hofmekler T, Freeman AJ, Kumar A, McElhanon BO, Schoen BT, Tenjarla G, McCracken C, Ziegler TR, Tangpricha V, Kugathasan S. Pilot Study Evaluating Efficacy of 2 Regimens for Hypovitaminosis D Repletion in Pediatric Inflammatory Bowel Disease. J Pediatr Gastroenterol Nutr. 2016 Feb;62(2):252-8. doi: 10.1097/MPG.0000000000000915. PubMed PMID: 26196201; PubMed Central PMCID: PMC4863642.
Syed S, Tran DQ, Kemper AR, Geme JW 3rd, Lantos JD. Authorship Concerns and Who Truly Owns a Research Idea?. Pediatrics. 2015 Nov;136(5):969-73. doi: 10.1542/peds.2015-1421. Epub 2015 Oct 12. PubMed PMID: 26459651; PubMed Central PMCID: PMC4621797.
Seale AC, Blencowe H, Manu AA, Nair H, Bahl R, Qazi SA, Zaidi AK, Berkley JA, Cousens SN, Lawn JE. Estimates of possible severe bacterial infection in neonates in sub-Saharan Africa, south Asia, and Latin America for 2012: a systematic review and meta-analysis. Lancet Infect Dis. 2014 Aug;14(8):731-741. doi: 10.1016/S1473-3099(14)70804-7. Epub 2014 Jun 25. Review. PubMed PMID: 24974250; PubMed Central PMCID: PMC4123782.
Seale AC, Blencowe H, Zaidi A, Ganatra H, Syed S, Engmann C, Newton CR, Vergnano S, Stoll BJ, Cousens SN, Lawn JE. Neonatal severe bacterial infection impairment estimates in South Asia, sub-Saharan Africa, and Latin America for 2010. Pediatr Res. 2013 Dec;74 Suppl 1:73-85. doi: 10.1038/pr.2013.207. Review. PubMed PMID: 24366464; PubMed Central PMCID: PMC3873707.
Vos T, Flaxman AD, Naghavi M, Lozano R, Michaud C, Ezzati M, Shibuya K, Salomon JA, Abdalla S, Aboyans V, Abraham J, Ackerman I, Aggarwal R, Ahn SY, Ali MK, Alvarado M, Anderson HR, Anderson LM, Andrews KG, Atkinson C, Baddour LM, Bahalim AN, Barker-Collo S, Barrero LH, Bartels DH, Basáñez MG, Baxter A, Bell ML, Benjamin EJ, Bennett D, Bernabé E, Bhalla K, Bhandari B, Bikbov B, Bin Abdulhak A, Birbeck G, Black JA, Blencowe H, Blore JD, Blyth F, Bolliger I, Bonaventure A, Boufous S, Bourne R, Boussinesq M, Braithwaite T, Brayne C, Bridgett L, Brooker S, Brooks P, Brugha TS, Bryan-Hancock C, Bucello C, Buchbinder R, Buckle G, Budke CM, Burch M, Burney P, Burstein R, Calabria B, Campbell B, Canter CE, Carabin H, Carapetis J, Carmona L, Cella C, Charlson F, Chen H, Cheng AT, Chou D, Chugh SS, Coffeng LE, Colan SD, Colquhoun S, Colson KE, Condon J, Connor MD, Cooper LT, Corriere M, Cortinovis M, de Vaccaro KC, Couser W, Cowie BC, Criqui MH, Cross M, Dabhadkar KC, Dahiya M, Dahodwala N, Damsere-Derry J, Danaei G, Davis A, De Leo D, Degenhardt L, Dellavalle R, Delossantos A, Denenberg J, Derrett S, Des Jarlais DC, Dharmaratne SD, Dherani M, Diaz-Torne C, Dolk H, Dorsey ER, Driscoll T, Duber H, Ebel B, Edmond K, Elbaz A, Ali SE, Erskine H, Erwin PJ, Espindola P, Ewoigbokhan SE, Farzadfar F, Feigin V, Felson DT, Ferrari A, Ferri CP, Fèvre EM, Finucane MM, Flaxman S, Flood L, Foreman K, Forouzanfar MH, Fowkes FG, Franklin R, Fransen M, Freeman MK, Gabbe BJ, Gabriel SE, Gakidou E, Ganatra HA, Garcia B, Gaspari F, Gillum RF, Gmel G, Gosselin R, Grainger R, Groeger J, Guillemin F, Gunnell D, Gupta R, Haagsma J, Hagan H, Halasa YA, Hall W, Haring D, Haro JM, Harrison JE, Havmoeller R, Hay RJ, Higashi H, Hill C, Hoen B, Hoffman H, Hotez PJ, Hoy D, Huang JJ, Ibeanusi SE, Jacobsen KH, James SL, Jarvis D, Jasrasaria R, Jayaraman S, Johns N, Jonas JB, Karthikeyan G, Kassebaum N, Kawakami N, Keren A, Khoo JP, King CH, Knowlton LM, Kobusingye O, Koranteng A, Krishnamurthi R, Lalloo R, Laslett LL, Lathlean T, Leasher JL, Lee YY, Leigh J, Lim SS, Limb E, Lin JK, Lipnick M, Lipshultz SE, Liu W, Loane M, Ohno SL, Lyons R, Ma J, Mabweijano J, MacIntyre MF, Malekzadeh R, Mallinger L, Manivannan S, Marcenes W, March L, Margolis DJ, Marks GB, Marks R, Matsumori A, Matzopoulos R, Mayosi BM, McAnulty JH, McDermott MM, McGill N, McGrath J, Medina-Mora ME, Meltzer M, Mensah GA, Merriman TR, Meyer AC, Miglioli V, Miller M, Miller TR, Mitchell PB, Mocumbi AO, Moffitt TE, Mokdad AA, Monasta L, Montico M, Moradi-Lakeh M, Moran A, Morawska L, Mori R, Murdoch ME, Mwaniki MK, Naidoo K, Nair MN, Naldi L, Narayan KM, Nelson PK, Nelson RG, Nevitt MC, Newton CR, Nolte S, Norman P, Norman R, O’Donnell M, O’Hanlon S, Olives C, Omer SB, Ortblad K, Osborne R, Ozgediz D, Page A, Pahari B, Pandian JD, Rivero AP, Patten SB, Pearce N, Padilla RP, Perez-Ruiz F, Perico N, Pesudovs K, Phillips D, Phillips MR, Pierce K, Pion S, Polanczyk GV, Polinder S, Pope CA 3rd, Popova S, Porrini E, Pourmalek F, Prince M, Pullan RL, Ramaiah KD, Ranganathan D, Razavi H, Regan M, Rehm JT, Rein DB, Remuzzi G, Richardson K, Rivara FP, Roberts T, Robinson C, De Leòn FR, Ronfani L, Room R, Rosenfeld LC, Rushton L, Sacco RL, Saha S, Sampson U, Sanchez-Riera L, Sanman E, Schwebel DC, Scott JG, Segui-Gomez M, Shahraz S, Shepard DS, Shin H, Shivakoti R, Singh D, Singh GM, Singh JA, Singleton J, Sleet DA, Sliwa K, Smith E, Smith JL, Stapelberg NJ, Steer A, Steiner T, Stolk WA, Stovner LJ, Sudfeld C, Syed S, Tamburlini G, Tavakkoli M, Taylor HR, Taylor JA, Taylor WJ, Thomas B, Thomson WM, Thurston GD, Tleyjeh IM, Tonelli M, Towbin JA, Truelsen T, Tsilimbaris MK, Ubeda C, Undurraga EA, van der Werf MJ, van Os J, Vavilala MS, Venketasubramanian N, Wang M, Wang W, Watt K, Weatherall DJ, Weinstock MA, Weintraub R, Weisskopf MG, Weissman MM, White RA, Whiteford H, Wiersma ST, Wilkinson JD, Williams HC, Williams SR, Witt E, Wolfe F, Woolf AD, Wulf S, Yeh PH, Zaidi AK, Zheng ZJ, Zonies D, Lopez AD, Murray CJ, AlMazroa MA, Memish ZA. Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet. 2012 Dec 15;380(9859):2163-96. doi: 10.1016/S0140-6736(12)61729-2. PubMed PMID: 23245607; PubMed Central PMCID: PMC6350784.
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Zaidi AK, Ganatra HA, Syed S, Cousens S, Lee AC, Black R, Bhutta ZA, Lawn JE. Effect of case management on neonatal mortality due to sepsis and pneumonia. BMC Public Health. 2011 Apr 13;11 Suppl 3:S13. doi: 10.1186/1471-2458-11-S3-13. Review. PubMed PMID: 21501430; PubMed Central PMCID: PMC3231886.

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