Publications

2026

• Application of a Quantitative Vascular Severity Score in Retinopathy of Prematurity in the United States and India: New Insights Into Disease Epidemiology and Pathophysiology.

  Campbell JP, Nayak S, Ostmo S, Coyner AS, Singh P, Kalpathy-Cramer J, Shah P, Chan RP, Chiang MF.

  Am J Ophthalmol. 2026 Oct;290:123-136. doi: 10.1016/j.ajo.2026.06.008. Epub 2026 Jun 13.

  PubMed EntryPMID: 42288327

• Response to Letter to the Editor: Retinopathy of prematurity training should be judged by competence, not exposure alone.

  Song A, Chan RVP.

  Surv Ophthalmol. 2026 Aug 5. doi: 10.1016/j.survophthal.2026.08.001. Online ahead of print.

  PubMed EntryPMID: 42556544

• Evaluation of Hyaloid Artery Persistence as a Biomarker in Retinopathy of Prematurity Using OCT.

  Luong HN, Coyner AS, Roti EV, Sutter DA, Ostmo S, Jackson J, Woodward M, Bayhaqi Y, Ni S, Jian Y, Campbell JP, Young BK.

  Ophthalmol Sci. 2026 Aug;6(8):101282. doi: 10.1016/j.xops.2026.101282. Epub 2026 Jun 12.

  PubMed EntryPMID: 42471851

• Nasal-Temporal Asymmetry in Retinopathy of Prematurity as a Source of Diagnostic Bias and Error.

  Sutter DA, Coyner AS, Jackson J, Ni S, Woodward MK, Bayhaqi YA, Ostmo S, Scruggs BA, Hubbard GB, Dedania VS, Grigorian F, Miller AM, Eton E, Rishi P, Bhatt A, Cole E, Chan RVP, Chiang M, Jian Y, Campbell JP, Young BK.

  Ophthalmol Retina. 2026 Aug;10(8):892-895. doi: 10.1016/j.oret.2026.04.013. Epub 2026 Apr 28.

  PubMed EntryPMID: 42061569

• Ultra-widefield optical coherence tomography characterization of Type 1 retinopathy of prematurity regression after treatment.

  Fuller DD, Sutter DA, Jackson J, Bayhaqi Y, Roti E, Ostmo S, Ni S, Jian Y, Campbell JP, Young BK.

  Retina. 2026 Jul 30. doi: 10.1097/IAE.0000000000004944. Online ahead of print.

  PubMed EntryPMID: 42530465

• Precision Risk Model Using Quantitative Assessment of Vascular Severity in Telemedicine-Based Screening.

  Placide J, Coyner AS, Ostmo SR, Moshfeghi DM, Chiang MF, Kim SJ, Kalpathy-Cramer J, Chan RVP, Young BK, Campbell JP.

  JAMA Ophthalmol. 2026 May 1;144(5):424-430. doi: 10.1001/jamaophthalmol.2026.0510.

  PubMed EntryPMID: 41926091

• Inter-observer variability is unlikely to explain regional differences in retinopathy of prematurity in Norway.

  Austeng D, Moljord K, Morken TS, Coyner AS, Campbell JP.

  Acta Ophthalmol. 2026 Apr 24. doi: 10.1111/aos.70146. Online ahead of print.

  PubMed EntryPMID: 42032862

• Coloboma associated with VACTERL characterized by Ultra-Widefield Optical Coherence Tomography.

  Sutter DA, Bayhaqi YA, Ni S, Ostmo S, Wilson L, Jian Y, Campbell JP, Young BK.

  Retin Cases Brief Rep. 2026 Apr 10. doi: 10.1097/ICB.0000000000001798. Online ahead of print.

  PubMed EntryPMID: 41961004

• Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging.

  Hoebel KV, Lemay A, Campbell JP, Ostmo S, Chiang MF, Bridge CP, Li MD, Singh P, Coyner AS, Kalpathy-Cramer J.

  PLOS Digit Health. 2026 Apr;5(4):e0001248. doi: 10.1371/journal.pdig.0001248. Epub 2026 Apr 17.

  PubMed EntryPMID: 41996486

• Quantitative Assessment of the Extent of Retinal Vascularization in Retinopathy of Prematurity.

  Nayak S, Coyner AS, Ostmo SR, Sutter D, Jackson JD, Bayhaqi Y, Jang JH, Cramer JK, Chan RP, Chiang MF, Young BK, Campbell JP.

  Ophthalmol Sci. 2026 Apr;6(4):101114. doi: 10.1016/j.xops.2026.101114. Epub 2026 Feb 9.

  PubMed EntryPMID: 41847074

• Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants.

  Singh P, Kumar S, Tyagi R, Young BK, Jordan BK, Scottoline B, Evers PD, Ostmo S, Coyner AS, Lin WC, Gupta A, Erdogmus D, Chan RVP, McCourt EA, Barry JS, McEvoy CT, Chiang MF, Campbell JP, Kalpathy-Cramer J.

  JAMA Ophthalmol. 2026 Mar 1;144(3):230-237. doi: 10.1001/jamaophthalmol.2025.5814.

  PubMed EntryPMID: 41569552

• Automated Feature Segmentation of Ultra-Widefield OCT Images.

  Jackson JD, Woodward MK, Sutter DA, Coyner AS, Wang CX, Ostmo SR, Chiang MF, Jia Y, Huang D, Jian Y, Campbell JP, Young BK.

  Ophthalmol Sci. 2026 Mar;6(3):101029. doi: 10.1016/j.xops.2025.101029. Epub 2025 Dec 13.

  PubMed EntryPMID: 41625354

• Computational Vascular Development Model Explaining Incidence of Notch in Retinopathy of Prematurity With Ultra-Widefield Optical Coherence Tomography.

  Sutter DA, Igelman A, Coyner AS, Stratis G, Real K, Woodward MK, Jackson J, Bayhaqi Y, Ni S, Ostmo S, Jian Y, Chiang MF, Campbell JP, Guidoboni G, Young BK.

  Invest Ophthalmol Vis Sci. 2026 Feb 2;67(2):10. doi: 10.1167/iovs.67.2.10.

  PubMed EntryPMID: 41631756

• OCT-Derived Quantitative Measurement of Extent of Vascularization ("Zone") in Retinopathy of Prematurity.

  Sutter DA, Woodward MK, Jackson J, Bayhaqi Y, Coyner AS, Ni S, Ostmo S, Lima TT, Nagiel A, Chiang MF, Young BK, Jian Y, Campbell JP.

  Ophthalmol Sci. 2026 Jan;6(1):100912. doi: 10.1016/j.xops.2025.100912. Epub 2025 Aug 13.

  PubMed EntryPMID: 41140894

• Topographic Features in Retinopathy of Prematurity With en Face Ultra-Widefield OCT.

  Sutter DA, Woodward MK, Jackson J, Bayhaqi Y, Coyner AS, Ni S, Ostmo S, Chiang MF, Young BK, Jian Y, Campbell JP.

  Ophthalmol Retina. 2026 Jan;10(1):88-94. doi: 10.1016/j.oret.2025.07.003. Epub 2025 Jul 8.

  PubMed EntryPMID: 40639465

• Retinopathy of prematurity training and education: A systematic review.

  Song A, Lee E, Ostmo SR, Jonas KE, Chervinko MA, Coyner AS, Campbell JP, Chan RVP.

  Surv Ophthalmol. 2026 Jan-Feb;71(1):248-261. doi: 10.1016/j.survophthal.2025.06.007. Epub 2025 Jun 18.

  PubMed EntryPMID: 40541843

2025

• External validation of an artificial intelligence-based model for retinopathy of prematurity screening using Phoenix ICON retinal images.

  Derks LA, Tekin YS, Loudon SE, Vingerling JR, Coyner AS, Campbell JP, Tjiam AM.

  J AAPOS. 2025 Dec;29(6):104696. doi: 10.1016/j.jaapos.2025.104696. Epub 2025 Nov 21.

  PubMed EntryPMID: 41276153

• Artificial intelligence-based algorithms for the diagnosis of retinopathy of prematurity.

  Chong P, Young BK, McNamara S, Ng SM, Liu SH, Li T, Campbell JP, Kalpathy-Cramer J, Singh P.

  Cochrane Database Syst Rev. 2025 Oct 7;10(10):CD016047. doi: 10.1002/14651858.CD016047.

  PubMed EntryPMID: 41055082

• Automated Quantification of Retinopathy of Prematurity Stage via Ultrawidefield OCT.

  Burt SS, Coyner AS, Roti EV, Bayhaqi Y, Jackson J, Woodward MK, Ni S, Ostmo SR, Liang G, Jia Y, Huang D, Chiang MF, Young BK, Jian Y, Campbell JP.

  Ophthalmol Sci. 2025 Mar-Apr;5(2):100663. doi: 10.1016/j.xops.2024.100663. Epub 2024 Nov 28.

  PubMed EntryPMID: 39866345

• Ultra-Widefield Optical Coherence Tomography Beyond the Ora Serrata in Retinopathy of Prematurity.

  Roti EV, Ni S, Bayhaqi Y, Ostmo SR, Burt SS, Woodward MK, Jackson JD, Coyner AS, Chiang MF, Huang D, Campbell JP, Jian Y, Young BK.

  JAMA Ophthalmol. 2025 Feb 1;143(2):165-170. doi: 10.1001/jamaophthalmol.2024.5533.

  PubMed EntryPMID: 39724290

2024

• Use of an Artificial Intelligence-Generated Vascular Severity Score Improved Plus Disease Diagnosis in Retinopathy of Prematurity.

  Coyner AS, Young BK, Ostmo SR, Grigorian F, Ells A, Hubbard B, Rodriguez SH, Rishi P, Miller AM, Bhatt AR, Agarwal-Sinha S, Sears J, Chan RVP, Chiang MF, Kalpathy-Cramer J, Binenbaum G, Campbell JP.

  Ophthalmology. 2024 Nov;131(11):1290-1296. doi: 10.1016/j.ophtha.2024.06.006. Epub 2024 Jun 10.

  PubMed EntryPMID: 38866367

• P Score: A Reference Image-Based Clinical Grading Scale for Vascular Change in Retinopathy of Prematurity.

  Binenbaum G, Stahl A, Coyner AS, He J, Ying GS, Ostmo S, Chan RVP, Toth C, Vinekar A, Campbell JP; International Classification of Retinopathy of Prematurity Committee.

  Ophthalmology. 2024 Nov;131(11):1297-1303. doi: 10.1016/j.ophtha.2024.05.019. Epub 2024 May 23.

  PubMed EntryPMID: 38795976

• An international survey on retinopathy of prematurity practice patterns during the COVID-19 pandemic and lessons for future management.

  Shemesh R, Chiang M, Paul Chan RV, Orge F, Yam JC, Farzavandi S, Sprunger D, Mezer E, Wygnanski-Jafee T.

  Int Ophthalmol. 2024 Oct 14;44(1):407. doi: 10.1007/s10792-024-03290-8.

  PubMed EntryPMID: 39400622

• Implementation of Artificial Intelligence in Retinopathy of Prematurity Care: Challenges and Opportunities.

  Tsai ASH, Yip M, Song A, Tan GSW, Ting DSW, Campbell JP, Coyner A, Chan RVP.

  Int Ophthalmol Clin. 2024 Oct 1;64(4):9-14. doi: 10.1097/IIO.0000000000000532. Epub 2024 Oct 29.

  PubMed EntryPMID: 39480203

• Isolated Retinal Neovascularization in Retinopathy of Prematurity: Clinical Associations and Prognostic Implications.

  Burt SS, Woodward M, Ni S, Jackson J, Coyner AS, Ostmo SR, Liang G, Bayhaqi Y, Jia Y, Huang D, Chiang MF, Young BK, Jian Y, Campbell JP.

  Ophthalmol Retina. 2024 Oct;8(10):1021-1028. doi: 10.1016/j.oret.2024.04.025. Epub 2024 May 11.

  PubMed EntryPMID: 38735640

• Assessing spectral effectiveness in color fundus photography for deep learning classification of retinopathy of prematurity.

  Ebrahimi B, Le D, Abtahi M, Dadzie AK, Rossi A, Rahimi M, Son T, Ostmo S, Campbell JP, Paul Chan RV, Yao X.

  J Biomed Opt. 2024 Jul;29(7):076001. doi: 10.1117/1.JBO.29.7.076001. Epub 2024 Jun 18.

  PubMed EntryPMID: 38912212

• Panretinal handheld OCT angiography for pediatric retinal imaging.

  Ni S, Liang GB, Ng R, Ostmo S, Jia Y, Chiang MF, Huang D, Skalet AH, Young BK, Campbell JP, Jian Y.

  Biomed Opt Express. 2024 May 1;15(5):3412-3424. doi: 10.1364/BOE.520739. Epub 2024 Apr 29.

  PubMed EntryPMID: 38855676

• Implementation of optical coherence tomography in retinopathy of prematurity screening.

  Hanif AM, Jian Y, Young BK, Campbell JP.

  Curr Opin Ophthalmol. 2024 May 1;35(3):252-259. doi: 10.1097/ICU.0000000000001030. Epub 2024 Jan 11.

  PubMed EntryPMID: 38205941

• Multinational External Validation of Autonomous Retinopathy of Prematurity Screening.

  Coyner AS, Murickan T, Oh MA, Young BK, Ostmo SR, Singh P, Chan RVP, Moshfeghi DM, Shah PK, Venkatapathy N, Chiang MF, Kalpathy-Cramer J, Campbell JP.

  JAMA Ophthalmol. 2024 Apr 1;142(4):327-335. doi: 10.1001/jamaophthalmol.2024.0045.

  PubMed EntryPMID: 38451496

• Oxygenation Fluctuations Associated with Severe Retinopathy of Prematurity: Insights from a Multimodal Deep Learning Approach.

  Lin WC, Jordan BK, Scottoline B, Ostmo SR, Coyner AS, Singh P, Kalpathy-Cramer J, Erdogmus D, Chan RVP, Chiang MF, Campbell JP.

  Ophthalmol Sci. 2024 Mar-Apr;4(2):100417. doi: 10.1016/j.xops.2023.100417. Epub 2023 Oct 21.

  PubMed EntryPMID: 38059124

• Macular Thickness Is Associated with Persistent Avascular Retina in Patients with a History of Untreated Retinopathy of Prematurity.

  de Oliveira TB, Young BK, Ostmo SR, Coyner AS, Gensure RH, Scruggs BA, Anderson J, Moshfeghi D, Campbell JP.

  Ophthalmol Retina. 2024 Feb;8(2):202-204. doi: 10.1016/j.oret.2023.10.004. Epub 2023 Oct 12.

  PubMed EntryPMID: 37838277

• Genome-wide association identifies novel ROP risk loci in a multiethnic cohort.

  Li X, Owen LA, Taylor KD, Ostmo S, Chen YI, Coyner AS, Sonmez K, Hartnett ME, Guo X, Ipp E, Roll K, Genter P, Chan RVP, DeAngelis MM, Chiang MF, Campbell JP, Rotter JI; i-ROP Consortium.

  Commun Biol. 2024 Jan 17;7(1):107. doi: 10.1038/s42003-023-05743-9.

  PubMed EntryPMID: 38233474

• Imaging Features Associated with Persistent Avascular Retina in Retinopathy of Prematurity.

  Robles-Holmes H, Coyner AS, Campbell JP, Nudleman E.

  Ophthalmology. 2024 Jan;131(1):122-124. doi: 10.1016/j.ophtha.2023.09.032. Epub 2023 Oct 5.

  PubMed EntryPMID: 37805003

• Discrepancies in Diagnosis of Treatment-Requiring Retinopathy of Prematurity.

  Nguyen TP, Young BK, Coyner A, Ostmo S, Chan RVP, Kalpathy-Cramer J, Chiang MF, Campbell JP; Imaging and Informatics in ROP Consortium.

  Ophthalmol Retina. 2024 Jan;8(1):88-91. doi: 10.1016/j.oret.2023.09.001. Epub 2023 Sep 7.

  PubMed EntryPMID: 37689182

2023

• Addressing the Challenges of Smartphone-Based Telescreening for Retinopathy of Prematurity-Reply.

  Young BK, Shah PK, Campbell JP.

  JAMA Ophthalmol. 2023 Oct 1;141(10):1004-1005. doi: 10.1001/jamaophthalmol.2023.4034.

  PubMed EntryPMID: 37676682

• Characterization of Errors in Retinopathy of Prematurity Diagnosis by Ophthalmologists-in-Training in the United States and Canada.

  Al-Khaled T, Patel SN, Valikodath NG, Jonas KE, Ostmo S, Allozi R, Hallak J, Campbell JP, Chiang MF, Chan RVP.

  J Pediatr Ophthalmol Strabismus. 2023 Sep-Oct;60(5):337-343. doi: 10.3928/01913913-20220609-01. Epub 2022 Oct 20.

  PubMed EntryPMID: 36263935

• Characterization of Errors in Retinopathy of Prematurity Diagnosis by Ophthalmologists-in-Training in Middle-Income Countries.

  Patel SN, Al-Khaled T, Kang KB, Jonas KE, Ostmo S, Ventura CV, Martinez-Castellanos MA, Anzures RGAS, Campbell JP, Chiang MF, Chan RVP.

  J Pediatr Ophthalmol Strabismus. 2023 Sep-Oct;60(5):344-352. doi: 10.3928/01913913-20220609-02. Epub 2022 Oct 20.

  PubMed EntryPMID: 36263934

• Epidemiologic Evaluation of Retinopathy of Prematurity Severity in a Large Telemedicine Program in India Using Artificial Intelligence.

  deCampos-Stairiker MA, Coyner AS, Gupta A, Oh M, Shah PK, Subramanian P, Venkatapathy N, Singh P, Kalpathy-Cramer J, Chiang MF, Chan RVP, Campbell JP.

  Ophthalmology. 2023 Aug;130(8):837-843. doi: 10.1016/j.ophtha.2023.03.026. Epub 2023 Apr 6.

  PubMed EntryPMID: 37030453

• Efficacy of Smartphone-Based Telescreening for Retinopathy of Prematurity With and Without Artificial Intelligence in India.

  Young BK, Cole ED, Shah PK, Ostmo S, Subramaniam P, Venkatapathy N, Tsai ASH, Coyner AS, Gupta A, Singh P, Chiang MF, Kalpathy-Cramer J, Chan RVP, Campbell JP.

  JAMA Ophthalmol. 2023 Jun 1;141(6):582-588. doi: 10.1001/jamaophthalmol.2023.1466.

  PubMed EntryPMID: 37166816

• Association of Biomarker-Based Artificial Intelligence With Risk of Racial Bias in Retinal Images.

  Coyner AS, Singh P, Brown JM, Ostmo S, Chan RVP, Chiang MF, Kalpathy-Cramer J, Campbell JP; Imaging and Informatics in Retinopathy of Prematurity Consortium.

  JAMA Ophthalmol. 2023 Jun 1;141(6):543-552. doi: 10.1001/jamaophthalmol.2023.1310.

  PubMed EntryPMID: 37140902

• Development and international validation of custom-engineered and code-free deep-learning models for detection of plus disease in retinopathy of prematurity: a retrospective study.

  Wagner SK, Liefers B, Radia M, Zhang G, Struyven R, Faes L, Than J, Balal S, Hennings C, Kilduff C, Pooprasert P, Glinton S, Arunakirinathan M, Giannakis P, Braimah IZ, Ahmed ISH, Al-Feky M, Khalid H, Ferraz D, Vieira J, et al.

  Lancet Digit Health. 2023 Jun;5(6):e340-e349. doi: 10.1016/S2589-7500(23)00050-X. Epub 2023 Apr 21.

  PubMed EntryPMID: 37088692

• Assessment of Retinopathy of Prematurity Regression and Reactivation Using an Artificial Intelligence-Based Vascular Severity Score.

  Eilts SK, Pfeil JM, Poschkamp B, Krohne TU, Eter N, Barth T, Guthoff R, Lagreze W, Grundel M, Brunder MC, Busch M, Kalpathy-Cramer J, Chiang MF, Chan RVP, Coyner AS, Ostmo S, Campbell JP, Stahl A; Comparing Alternative Ranibizumab Dosages for Safety and Efficacy in Retinopathy of Prematurity (CARE-ROP) Study Group.

  JAMA Netw Open. 2023 Jan 3;6(1):e2251512. doi: 10.1001/jamanetworkopen.2022.51512.

  PubMed EntryPMID: 36656578

• Coincidental Ocular Abnormalities Found in Telescreening of Retinopathy of Prematurity Conducted During the COVID Pandemic at Aravind Eye Hospital, Coimbatore, India.

  Gosalia H, Kene RD, Oh M, Shah PK, Campbell JP, Paul Chan RV, Venkatapathy N.

  Int Ophthalmol Clin. 2023 Jan 1;63(1):65-77. doi: 10.1097/IIO.0000000000000445. Epub 2022 Dec 27.

  PubMed EntryPMID: 36598834

• Operationalization of Retinopathy of Prematurity Screening by the Application of the Essential Public Health Services Framework.

  Sobhy M, Cole E, Jabbehdari S, Valikodath NG, Al-Khaled T, Kalinoski L, Chervinko M, Cherwek DH, Chuluunkhuu C, Shah PK, K C S, Jonas KE, Scanzera A, Yap VL, Yeh S, Kalpathy-Cramer J, Chiang MF, Campbell JP, Chan RVP.

  Int Ophthalmol Clin. 2023 Jan 1;63(1):39-63. doi: 10.1097/IIO.0000000000000448. Epub 2022 Dec 27.

  PubMed EntryPMID: 36598833

2022

• Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia.

  Cole E, Valikodath NG, Al-Khaled T, Bajimaya S, Kc S, Chuluunbat T, Munkhuu B, Jonas KE, Chuluunkhuu C, MacKeen LD, Yap V, Hallak J, Ostmo S, Wu WC, Coyner AS, Singh P, Kalpathy-Cramer J, Chiang MF, Campbell JP, Chan RVP.

  Ophthalmol Sci. 2022 Dec;2(4):100165. doi: 10.1016/j.xops.2022.100165. Epub 2022 Apr 25.

  PubMed EntryPMID: 36531583

• Variability in Plus Disease Diagnosis using Single and Serial Images.

  Cole ED, Park SH, Kim SJ, Kang KB, Valikodath NG, Al-Khaled T, Patel SN, Jonas KE, Ostmo S, Coyner A, Berrocal A, Drenser KA, Nagiel A, Horowitz JD, Lee TC, Kalpathy-Cramer J, Chiang MF, Campbell JP, Chan RVP; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  Ophthalmol Retina. 2022 Dec;6(12):1122-1129. doi: 10.1016/j.oret.2022.05.024. Epub 2022 May 31.

  PubMed EntryPMID: 35659941

• Improving the repeatability of deep learning models with Monte Carlo dropout.

  Lemay A, Hoebel K, Bridge CP, Befano B, De Sanjose S, Egemen D, Rodriguez AC, Schiffman M, Campbell JP, Kalpathy-Cramer J.

  NPJ Digit Med. 2022 Nov 18;5(1):174. doi: 10.1038/s41746-022-00709-3.

  PubMed EntryPMID: 36400939

• Pulmonary Hypertension in Preterm Infants Treated With Laser vs Anti-Vascular Endothelial Growth Factor Therapy for Retinopathy of Prematurity.

  Nitkin CR, Bamat NA, Lagatta J, DeMauro SB, Lee HC, Patel RM, King B, Slaughter JL, Campbell JP, Richardson T, Lewis T.

  JAMA Ophthalmol. 2022 Nov 1;140(11):1085-1094. doi: 10.1001/jamaophthalmol.2022.3788.

  PubMed EntryPMID: 36201183

• Association of Optical Coherence Tomography-Measured Fibrovascular Ridge Thickness and Clinical Disease Stage in Retinopathy of Prematurity.

  Nguyen TP, Ni S, Ostmo S, Rajagopalan A, Coyner AS, Woodward M, Chiang MF, Jia Y, Huang D, Campbell JP, Jian Y.

  JAMA Ophthalmol. 2022 Oct 13;140(11):1121-7. doi: 10.1001/jamaophthalmol.2022.4173. Online ahead of print.

  PubMed EntryPMID: 36227622

• Optical Coherence Tomography for Retinopathy of Prematurity and the Future of Retinopathy of Prematurity Screening.

  Chan RVP.

  JAMA Ophthalmol. 2022 Oct 13. doi: 10.1001/jamaophthalmol.2022.4326. Online ahead of print.

  PubMed EntryPMID: 36227607

• Posterior tractional membranes following anti-vascular endothelial growth factor for retinopathy of prematurity.

  Al-Khaled T, Cole E, Valikodath NG, Khanifar AA, Johnson D, Scripsema NK, Chau FY, Capone A Jr, Chan RVP.

  Retin Cases Brief Rep. 2022 Sep 1;16(5):576-580. doi: 10.1097/ICB.0000000000001036.

  PubMed EntryPMID: 32694275

• External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low- and Middle-Income Populations.

  Coyner AS, Oh MA, Shah PK, Singh P, Ostmo S, Valikodath NG, Cole E, Al-Khaled T, Bajimaya S, K C S, Chuluunbat T, Munkhuu B, Subramanian P, Venkatapathy N, Jonas KE, Hallak JA, Chan RVP, Chiang MF, Kalpathy-Cramer J, Campbell JP.

  JAMA Ophthalmol. 2022 Aug 1;140(8):791-798. doi: 10.1001/jamaophthalmol.2022.2135.

  PubMed EntryPMID: 35797036

• Federated Learning for Multicenter Collaboration in Ophthalmology: Implications for Clinical Diagnosis and Disease Epidemiology.

  Hanif A, Lu C, Chang K, Singh P, Coyner AS, Brown JM, Ostmo S, Chan RVP, Rubin D, Chiang MF, Kalpathy-Cramer J, Campbell JP; Imaging and Informatics in Retinopathy of Prematurity Consortium.

  Ophthalmol Retina. 2022 Aug;6(8):650-656. doi: 10.1016/j.oret.2022.03.005. Epub 2022 Mar 16.

  PubMed EntryPMID: 35304305

• Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity.

  Lu C, Hanif A, Singh P, Chang K, Coyner AS, Brown JM, Ostmo S, Chan RVP, Rubin D, Chiang MF, Campbell JP, Kalpathy-Cramer J; Imaging and Informatics in Retinopathy of Prematurity Consortium Members of the Imaging and Informatics in Retinopathy of Prematurity research consortium are as follows.

  Ophthalmol Retina. 2022 Aug;6(8):657-663. doi: 10.1016/j.oret.2022.02.015. Epub 2022 Mar 14.

  PubMed EntryPMID: 35296449

• Advances in retinopathy of prematurity imaging.

  Wakabayashi T, Patel SN, Campbell JP, Chang EY, Nudleman ED, Yonekawa Y.

  Saudi J Ophthalmol. 2022 Jul-Sep;36(3):243-250. doi: 10.4103/sjopt.sjopt_20_22. Epub 2022 Oct 14.

  PubMed EntryPMID: 36276248

• Artificial Intelligence for Retinopathy of Prematurity: Validation of a Vascular Severity Scale against International Expert Diagnosis.

  Campbell JP, Chiang MF, Chen JS, Moshfeghi DM, Nudleman E, Ruambivoonsuk P, Cherwek H, Cheung CY, Singh P, Kalpathy-Cramer J, Ostmo S, Eydelman M, Chan RVP, Capone A Jr; Collaborative Community in Ophthalmic Imaging Executive Committee and the Collaborative Community in Ophthalmic Imaging Retinopathy of Prematurity Workgroup.

  Ophthalmology. 2022 Jul;129(7):e69-e76. doi: 10.1016/j.ophtha.2022.02.008. Epub 2022 Feb 12.

  PubMed EntryPMID: 35157950

• Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels.

  Hanif A, Yildiz I, Tian P, Kalkanli B, Erdogmus D, Ioannidis S, Dy J, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RVP, Chiang MF, Campbell JP.

  Ophthalmol Sci. 2022 Jun;2(2):100122. doi: 10.1016/j.xops.2022.100122. Epub 2022 Feb 2.

  PubMed EntryPMID: 36249702

• Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence: Application to Retinopathy of Prematurity Diagnosis.

  Coyner AS, Chen JS, Chang K, Singh P, Ostmo S, Chan RVP, Chiang MF, Kalpathy-Cramer J, Campbell JP; Imaging and Informatics in Retinopathy of Prematurity Consortium.

  Ophthalmol Sci. 2022 Jun;2(2):100126. doi: 10.1016/j.xops.2022.100126. Epub 2022 Feb 11.

  PubMed EntryPMID: 36249693

• Retinopathy of prematurity classification updates: possible implications for treatment.

  Fielder AR, Quinn GE, Paul Chan RV, Holmstrom GE, Chiang MF; ICROP 3 Classification Committee.

  J AAPOS. 2022 Jun;26(3):109-112. doi: 10.1016/j.jaapos.2022.03.003. Epub 2022 Apr 23.

  PubMed EntryPMID: 35472596

• Assessment and management of retinopathy of prematurity in the era of anti-vascular endothelial growth factor (VEGF).

  Tsai AS, Chou HD, Ling XC, Al-Khaled T, Valikodath N, Cole E, Yap VL, Chiang MF, Chan RVP, Wu WC.

  Prog Retin Eye Res. 2022 May;88:101018. doi: 10.1016/j.preteyeres.2021.101018. Epub 2021 Nov 9.

  PubMed EntryPMID: 34763060

• Cost-effectiveness of Artificial Intelligence-Based Retinopathy of Prematurity Screening.

  Morrison SL, Dukhovny D, Chan RVP, Chiang MF, Campbell JP.

  JAMA Ophthalmol. 2022 Apr 1;140(4):401-409. doi: 10.1001/jamaophthalmol.2022.0223.

  PubMed EntryPMID: 35297945

• Peripheral OCT Assisted by Scleral Depression in Retinopathy of Prematurity.

  Scruggs BA, Ni S, Nguyen TP, Ostmo S, Chiang MF, Jia Y, Huang D, Jian Y, Campbell JP.

  Ophthalmol Sci. 2022 Mar;2(1). doi: 10.1016/j.xops.2021.100094. Epub 2022 Jan 11.

  PubMed EntryPMID: 35128508

• Prevalence of persistent avascular retina in untreated children with a history of retinopathy of prematurity screening.

  Hanif AM, Gensure RH, Scruggs BA, Anderson J, Chiang MF, Campbell JP.

  J AAPOS. 2022 Feb;26(1):29-31. doi: 10.1016/j.jaapos.2021.09.004. Epub 2021 Dec 4.

  PubMed EntryPMID: 34875370

• Multimodal Imaging, Tele-Education, and Telemedicine in Retinopathy of Prematurity.

  Almadhi NH, Dow ER, Paul Chan RV, Alsulaiman SM.

  Middle East Afr J Ophthalmol. 2022 Jan-Mar;29(1):38-50. doi: 10.4103/meajo.meajo_56_22. Epub 2022 Nov 23.

  PubMed EntryPMID: 36685346

• Health Equity and Disparities in ROP Care: A Need for Systematic Evaluation.

  Ndukwe T, Cole E, Scanzera AC, Chervinko MA, Chiang MF, Campbell JP, Chan RVP.

  Front Pediatr. 2022;10:806691. doi: 10.3389/fped.2022.806691. Epub 2022 Apr 1.

  PubMed EntryPMID: 35433564

2021

• 105 degrees field of view non-contact handheld swept-source optical coherence tomography.

  Ni S, Nguyen TP, Ng R, Khan S, Ostmo S, Jia Y, Chiang MF, Huang D, Peter Campbell J, Jian Y.

  Opt Lett. 2021 Dec 1;46(23):5878-5881. doi: 10.1364/OL.443672.

  PubMed EntryPMID: 34851913

• Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.

  Coyner AS, Chen JS, Singh P, Schelonka RL, Jordan BK, McEvoy CT, Anderson JE, Chan RVP, Sonmez K, Erdogmus D, Chiang MF, Kalpathy-Cramer J, Campbell JP.

  Pediatrics. 2021 Dec 1;148(6). doi: 10.1542/peds.2021-051772.

  PubMed EntryPMID: 34814160

• Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.

  Chen JS, Anderson JE, Coyner AS, Ostmo S, Sonmez K, Erdogmus D, Jordan BK, McEvoy CT, Dukhovny D, Schelonka RL, Paul Chan RV, Singh P, Kalpathy-Cramer J, Chiang MF, Campbell JP.

  Ophthalmol Sci. 2021 Dec;1(4):100070. doi: 10.1016/j.xops.2021.100070. Epub 2021 Oct 22.

  PubMed EntryPMID: 36275192

• Deepfakes in Ophthalmology: Applications and Realism of Synthetic Retinal Images from Generative Adversarial Networks.

  Chen JS, Coyner AS, Chan RVP, Hartnett ME, Moshfeghi DM, Owen LA, Kalpathy-Cramer J, Chiang MF, Campbell JP.

  Ophthalmol Sci. 2021 Dec;1(4):100079. doi: 10.1016/j.xops.2021.100079. Epub 2021 Nov 16.

  PubMed EntryPMID: 36246951

• International Classification of Retinopathy of Prematurity, Third Edition.

  Chiang MF, Quinn GE, Fielder AR, Ostmo SR, Paul Chan RV, Berrocal A, Binenbaum G, Blair M, Peter Campbell J, Capone A Jr, Chen Y, Dai S, Ells A, Fleck BW, Good WV, Elizabeth Hartnett M, Holmstrom G, Kusaka S, Kychenthal A, Lepore D, et al.

  Ophthalmology. 2021 Oct;128(10):e51-e68. doi: 10.1016/j.ophtha.2021.05.031. Epub 2021 Jul 8.

  PubMed EntryPMID: 34247850

• Description and management of retinopathy of prematurity reactivation after intravitreal antivascular endothelial growth factor therapy.

  Valikodath NG, Chiang MF, Chan RVP.

  Curr Opin Ophthalmol. 2021 Sep 1;32(5):468-474. doi: 10.1097/ICU.0000000000000786.

  PubMed EntryPMID: 34397577

• Automated detection of early-stage ROP using a deep convolutional neural network.

  Huang YP, Basanta H, Kang EY, Chen KJ, Hwang YS, Lai CC, Campbell JP, Chiang MF, Chan RVP, Kusaka S, Fukushima Y, Wu WC.

  Br J Ophthalmol. 2021 Aug;105(8):1099-1103. doi: 10.1136/bjophthalmol-2020-316526. Epub 2020 Aug 23.

  PubMed EntryPMID: 32830123

• Addressing the Third Epidemic of Retinopathy of Prematurity Through Telemedicine and Technology: A Systematic Review.

  Al-Khaled T, Valikodath NG, Patel SN, Cole E, Chervinko M, Douglas CE, Tsai ASH, Wu WC, Campbell JP, Chiang MF, Paul Chan RV.

  J Pediatr Ophthalmol Strabismus. 2021 Jul-Aug;58(4):261-269. doi: 10.3928/01913913-20210223-01. Epub 2021 Jul 1.

  PubMed EntryPMID: 34288773

• High-speed and widefield handheld swept-source OCT angiography with a VCSEL light source.

  Ni S, Wei X, Ng R, Ostmo S, Chiang MF, Huang D, Jia Y, Campbell JP, Jian Y.

  Biomed Opt Express. 2021 Jun 1;12(6):3553-3570. doi: 10.1364/BOE.425411. Epub 2021 May 20.

  PubMed EntryPMID: 34221678

• Raising the bar in retinopathy of prematurity treatment.

  Munro M, Maidana DE, Chan RVP.

  Can J Ophthalmol. 2021 Jun;56(3):149-150. doi: 10.1016/j.jcjo.2021.04.010.

  PubMed EntryPMID: 34030770

• Neurodevelopmental outcomes in preterm infants with retinopathy of prematurity.

  Tan H, Blasco P, Lewis T, Ostmo S, Chiang MF, Campbell JP.

  Surv Ophthalmol. 2021 Mar 2:S0039-6257(21)00066-7. doi: 10.1016/j.survophthal.2021.02.012. Online ahead of print.

  PubMed EntryPMID: 33667496

• Identification of candidate genes and pathways in retinopathy of prematurity by whole exome sequencing of preterm infants enriched in phenotypic extremes.

  Kim SJ, Sonmez K, Swan R, Campbell JP, Ostmo S, Chan RVP, Nagiel A, Drenser KA, Berrocal AM, Horowitz JD, Li X, Chen YI, Taylor KD, Simmons C, Rotter JI, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  Sci Rep. 2021 Mar 2;11(1):4966. doi: 10.1038/s41598-021-83552-y.

  PubMed EntryPMID: 33654115

• Applications of Artificial Intelligence for Retinopathy of Prematurity Screening.

  Campbell JP, Singh P, Redd TK, Brown JM, Shah PK, Subramanian P, Rajan R, Valikodath N, Cole E, Ostmo S, Chan RVP, Venkatapathy N, Chiang MF, Kalpathy-Cramer J.

  Pediatrics. 2021 Mar;147(3):e2020016618. doi: 10.1542/peds.2020-016618.

  PubMed EntryPMID: 33637645

• Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras.

  Chen JS, Coyner AS, Ostmo S, Sonmez K, Bajimaya S, Pradhan E, Valikodath N, Cole ED, Al-Khaled T, Chan RVP, Singh P, Kalpathy-Cramer J, Chiang MF, Campbell JP.

  Ophthalmol Retina. 2021 Feb 6:S2468-6530(20)30500-5. doi: 10.1016/j.oret.2020.12.013. Online ahead of print.

  PubMed EntryPMID: 33561545

• Advantages of Widefield Optical Coherence Tomography in the Diagnosis of Retinopathy of Prematurity.

  Nguyen TP, Ni S, Khan S, Wei X, Ostmo S, Chiang MF, Jia Y, Huang D, Jian Y, Campbell JP.

  Front Pediatr. 2021;9:797684. doi: 10.3389/fped.2021.797684. Epub 2022 Jan 18.

  PubMed EntryPMID: 35118032

• Strengthening retinopathy of prematurity screening and treatment services in Nigeria: a case study of activities, challenges and outcomes 2017-2020.

  Ademola-Popoola DS, Fajolu IB, Gilbert C, Olusanya BA, Onakpoya OH, Ezisi CN, Musa KO, Chan RVP, Okeigbemen VW, Muhammad RC, Malik ANJ, Adio AO, Bodunde OT, Rafindadi AL, Oluleye TS, Tongo OO, Badmus SA, Adebara OV, Padhi TR, Ezenwa BN, et al.

  BMJ Open Ophthalmol. 2021;6(1):e000645. doi: 10.1136/bmjophth-2020-000645. Epub 2021 Aug 23.

  PubMed EntryPMID: 34514173

2020

• Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale.

  Campbell JP, Kim SJ, Brown JM, Ostmo S, Chan RVP, Kalpathy-Cramer J, Chiang MF; of the Imaging and Informatics in Retinopathy of Prematurity Consortium.

  Ophthalmology. 2020 Oct 27:S0161-6420(20)31027-7. doi: 10.1016/j.ophtha.2020.10.025. Online ahead of print.

  PubMed EntryPMID: 33121959

• Development of Screening Criteria for Retinopathy of Prematurity in Ulaanbaatar, Mongolia, Using a Web-based Data Management System.

  Olson SL, Chuluunbat T, Cole ED, Jonas KE, Bayalag M, Chuluunkhuu C, Valikodath NG, Cherwek DH, Congdon N, MacKeen LD, Hallak J, Yap V, Ostmo S, Wu WC, Campbell JP, Chiang MF, Chan RVP.

  J Pediatr Ophthalmol Strabismus. 2020 Sep 1;57(5):333-339. doi: 10.3928/01913913-20200804-01.

  PubMed EntryPMID: 32956484

• Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach.

  Yildiz VM, Tian P, Yildiz I, Brown JM, Kalpathy-Cramer J, Dy J, Ioannidis S, Erdogmus D, Ostmo S, Kim SJ, Chan RVP, Campbell JP, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  Transl Vis Sci Technol. 2020 Feb 14;9(2):10. doi: 10.1167/tvst.9.2.10.

  PubMed EntryPMID: 32704416

• Variability in Plus Disease Identified Using a Deep Learning-Based Retinopathy of Prematurity Severity Scale.

  Choi RY, Brown JM, Kalpathy-Cramer J, Chan RVP, Ostmo S, Chiang MF, Campbell JP; Imaging and Informatics in Retinopathy of Prematurity Consortium.

  Ophthalmol Retina. 2020 Oct;4(10):1016-1021. doi: 10.1016/j.oret.2020.04.022. Epub 2020 May 4.

  PubMed EntryPMID: 32380115

• Evaluation of artificial intelligence-based telemedicine screening for retinopathy of prematurity.

  Greenwald MF, Danford ID, Shahrawat M, Ostmo S, Brown J, Kalpathy-Cramer J, Bradshaw K, Schelonka R, Cohen HS, Chan RVP, Chiang MF, Campbell JP.

  J AAPOS. 2020 Jun;24(3):160-162. doi: 10.1016/j.jaapos.2020.01.014. Epub 2020 Apr 11.

  PubMed EntryPMID: 32289490

• Aggressive Posterior Retinopathy of Prematurity: Clinical and Quantitative Imaging Features in a Large North American Cohort.

  Bellsmith KN, Brown J, Kim SJ, Goldstein IH, Coyner A, Ostmo S, Gupta K, Chan RVP, Kalpathy-Cramer J, Chiang MF, Campbell JP.

  Ophthalmology. 2020 Aug;127(8):1105-1112. doi: 10.1016/j.ophtha.2020.01.052. Epub 2020 Feb 7.

  PubMed EntryPMID: 32197913

• Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity.

  Coyner AS, Chen J, Campbell JP, Ostmo S, Singh P, Kalpathy-Cramer J, Chiang MF.

  AMIA Annu Symp Proc. 2020;2020:329-337. Epub 2021 Jan 25.

  PubMed EntryPMID: 33936405

2019

• Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.

  Taylor S, Brown JM, Gupta K, Campbell JP, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kim SJ, Kalpathy-Cramer J, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Consortium.

  JAMA Ophthalmol. 2019 Jul 3;137(9):1022-8. doi: 10.1001/jamaophthalmol.2019.2433. Online ahead of print.

  PubMed EntryPMID: 31268518

• A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment.

  Gupta K, Campbell JP, Taylor S, Brown JM, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Kim SJ, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Consortium.

  JAMA Ophthalmol. 2019 Jul 3;137(9):1029-36. doi: 10.1001/jamaophthalmol.2019.2442. Online ahead of print.

  PubMed EntryPMID: 31268499

• Classification and comparison via neural networks.

  Yıldız İ, Tian P, Dy J, Erdoğmuş D, Brown J, Kalpathy-Cramer J, Ostmo S, Peter Campbell J, Chiang MF, Ioannidis S.

  Neural Netw. 2019 Oct;118:65-80. doi: 10.1016/j.neunet.2019.06.004. Epub 2019 Jun 19.

  PubMed EntryPMID: 31254769

• Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.

  Coyner AS, Swan R, Campbell JP, Ostmo S, Brown JM, Kalpathy-Cramer J, Kim SJ, Jonas KE, Chan RVP, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Research Consortium.

  Ophthalmol Retina. 2019 May;3(5):444-450. doi: 10.1016/j.oret.2019.01.015. Epub 2019 Jan 31.

  PubMed EntryPMID: 31044738

2018

• Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity.

  Coyner AS, Swan R, Brown JM, Kalpathy-Cramer J, Kim SJ, Campbell JP, Jonas KE, Ostmo S,

  Chan RVP, Chiang MF. AMIA Annu Symp Proc. 2018 Dec 5;2018:1224-1232. eCollection 2018.

  PubMed EntryPMID: 30815164

• Is This the Right Reference Standard Diagnosis for Retinopathy of Prematurity?-Reply.

  Redd TK, Campbell JP, Chiang MF.

  JAMA Ophthalmol. 2018 Dec 1;136(12):1429-1430. doi: 10.1001/jamaophthalmol.2018.4181. No abstract available.

  PubMed EntryPMID: 30326039

• Retinal Telemedicine.

  Chee RI, Darwish D, Fernandez-Vega A, Patel S, Jonas K, Ostmo S, Campbell JP, Chiang MF, Chan RP.

  Curr Ophthalmol Rep. 2018 Mar;6(1):36-45. doi: 10.1007/s40135-018-0161-8. Epub 2018 Jan 29.

  PubMed EntryPMID: 30140593

• Anti-Vascular Endothelial Growth Factor and the Evolving Management Paradigm for Retinopathy of Prematurity.

  Darwish D, Chee RI, Patel SN, Jonas K, Ostmo S, Campbell JP, Chiang MF, Chan RVP.

  Asia Pac J Ophthalmol (Phila). 2018 May-Jun;7(3):136-144. doi: 10.22608/APO.201850. Epub 2018 May 29. Review.

  PubMed EntryPMID: 29808629

• Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity.

  Redd TK, Campbell JP, Brown JM, Kim SJ, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  Br J Ophthalmol. 2018 Nov 23. pii: bjophthalmol-2018-313156. doi: 10.1136/bjophthalmol-2018-313156. [Epub ahead of print]

  PubMed EntryPMID: 30470715

• Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.

  Brown JM, Campbell JP, Beers A, Chang K, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  JAMA Ophthalmol. 2018 Jul 1;136(7):803-810. doi: 10.1001/jamaophthalmol.2018.1934.

  PubMed EntryPMID: 29801159

• Accuracy and Reliability of Eye-Based vs Quadrant-Based Diagnosis of Plus Disease in Retinopathy of Prematurity.

  Kim SJ, Campbell JP, Kalpathy-Cramer J, Ostmo S, Jonas KE, Choi D, Chan RVP, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  JAMA Ophthalmol. 2018 Jun 1;136(6):648-655. doi: 10.1001/jamaophthalmol.2018.1195.

  PubMed EntryPMID: 29710185

• Plus Disease in Retinopathy of Prematurity: More Than Meets the ICROP?

  Ghergherehchi L, Kim SJ, Campbell JP, Ostmo S, Chan RVP, Chiang MF.

  Asia Pac J Ophthalmol (Phila). 2018 May-Jun;7(3):152-155. doi: 10.22608/APO.201863. Epub 2018 May 24. Review.

  PubMed EntryPMID: 29797825

• Diagnostic Accuracy of Ophthalmoscopy vs Telemedicine in Examinations for Retinopathy of Prematurity.

  Biten H, Redd TK, Moleta C, Campbell JP, Ostmo S, Jonas K, Chan RVP, Chiang MF; Imaging & Informatics in Retinopathy of Prematurity (ROP) Research Consortium.

  JAMA Ophthalmol. 2018 May 1;136(5):498-504. doi: 10.1001/jamaophthalmol.2018.0649.

  PubMed EntryPMID: 29621387

• Retinopathy of prematurity: a review of risk factors and their clinical significance.

  Kim SJ, Port AD, Swan R, Campbell JP, Chan RVP, Chiang MF.

  Surv Ophthalmol. 2018 Sep - Oct;63(5):618-637. doi: 10.1016/j.survophthal.2018.04.002. Epub 2018 Apr 19. Review.

  PubMed EntryPMID: 29679617

• The genetics of retinopathy of prematurity: a model for neovascular retinal disease.

  Swan R, Kim SJ, Campbell JP, Paul Chan RV, Sonmez K, Taylor KD, Li X, Chen YI, Rotter JI, Simmons C, Chiang MF; Imaging and Informatics in ROP Research Consortium.

  Ophthalmol Retina. 2018 Sep;2(9):949-962. doi: 10.1016/j.oret.2018.01.016. Epub 2018 Mar 8.

  PubMed EntryPMID: 30250936

2017

• Changes in Relative Position of Choroidal Versus Retinal Vessels in Preterm Infants.

  Kim SJ, Campbell JP, Ostmo S, Jonas KE, Chan RVP, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium.

  Invest Ophthalmol Vis Sci. 2017 Dec 1;58(14):6334-6341. doi: 10.1167/iovs.17-22687.

  PubMed EntryPMID: 29242908

• Assessment of a Tele-education System to Enhance Retinopathy of Prematurity Training by International Ophthalmologists-in-Training in Mexico.

  Patel SN, Martinez-Castellanos MA, Berrones-Medina D, Swan R, Ryan MC, Jonas KE, Ostmo S, Campbell JP, Chiang MF, Chan RVP; GEN-ROP; i-ROP Research Consortium.

  Ophthalmology. 2017 Jul;124(7):953-961. doi: 10.1016/j.ophtha.2017.02.014. Epub 2017 Apr 3.

  PubMed EntryPMID: 28385303

• Plus Disease in Retinopathy of Prematurity: Diagnostic Trends in 2016 Versus 2007.

  Moleta C, Campbell JP, Kalpathy-Cramer J, Chan RV, Ostmo S, Jonas K, Chiang MF; Imaging & Informatics in ROP Research Consortium.

  Am J Ophthalmol. 2017 Apr;176:70-76. doi: 10.1016/j.ajo.2016.12.025. Epub 2017 Jan 11.

  PubMed EntryPMID: 28087400

2016

• Toward a severity index for ROP: An unsupervised approach.

  Peng Tian, Ataer-Cansizoglu E, Kalpathy-Cramer J, Ostmo S, Jonas K, Chan RV, Campbell JP, Chiang MF, Erdogmus D.

  Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:1312-1315. doi: 10.1109/EMBC.2016.7590948.

  PubMed EntryPMID: 28268567

• Plus Disease in Retinopathy of Prematurity: A Continuous Spectrum of Vascular Abnormality as a Basis of Diagnostic Variability.

  Campbell JP, Kalpathy-Cramer J, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, Ostmo S, Jonas KE, Chan RV, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Research Consortium.

  Ophthalmology. 2016 Nov;123(11):2338-2344. doi: 10.1016/j.ophtha.2016.07.026. Epub 2016 Aug 31.

  PubMed EntryPMID: 27591053

• Plus Disease in Retinopathy of Prematurity: Improving Diagnosis by Ranking Disease Severity and Using Quantitative Image Analysis.

  Kalpathy-Cramer J, Campbell JP, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, Ostmo S, Jonas KE, Chan RV, Chiang MF; Imaging and Informatics in Retinopathy of Prematurity Research Consortium.

  Ophthalmology. 2016 Nov;123(11):2345-2351. doi: 10.1016/j.ophtha.2016.07.020. Epub 2016 Aug 24.

  PubMed EntryPMID: 27566853

• Influence of Computer-Generated Mosaic Photographs on Retinopathy of Prematurity Diagnosis and Management.

  Patel SN, Klufas MA, Douglas CE, Jonas KE, Ostmo S, Berrocal A, Capone A Jr, Martinez-Castellanos MA, Chau F, Drenser K, Ferrone P, Orlin A, Tsui I, Wu WC, Gupta MP, Chiang MF, Chan RV; i-ROP Research Consortium.

  JAMA Ophthalmol. 2016 Nov 1;134(11):1283-1289. doi: 10.1001/jamaophthalmol.2016.3625.

  PubMed EntryPMID: 27685535

• Diagnostic Discrepancies in Retinopathy of Prematurity Classification.

  Campbell JP, Ryan MC, Lore E, Tian P, Ostmo S, Jonas K, Chan RV, Chiang MF; Imaging & Informatics in Retinopathy of Prematurity Research Consortium.

  Ophthalmology. 2016 Aug;123(8):1795-801. doi: 10.1016/j.ophtha.2016.04.035. Epub 2016 May 27.

  PubMed EntryPMID: 27238376

• Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis.

  Campbell JP, Ataer-Cansizoglu E, Bolon-Canedo V, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel SN, Reynolds JD, Horowitz J, Hutcheson K, Shapiro M, Repka MX, Ferrone P, Drenser K, Martinez-Castellanos MA, Ostmo S, Jonas K, Chan RV, Chiang MF; Imaging and Informatics in ROP (i-ROP) Research Consortium.

  JAMA Ophthalmol. 2016 Jun 1;134(6):651-7. doi: 10.1001/jamaophthalmol.2016.0611.

  PubMed EntryPMID: 27077667

• Practice Patterns in Retinopathy of Prematurity Treatment for Disease Milder Than Recommended by Guidelines.

  Gupta MP, Chan RV, Anzures R, Ostmo S, Jonas K, Chiang MF; Imaging & Informatics in ROP Research Consortium.

  Am J Ophthalmol. 2016 Mar;163:1-10. doi: 10.1016/j.ajo.2015.12.005. Epub 2015 Dec 15.

  PubMed EntryPMID: 26705094

• Science and art in retinopathy of prematurity diagnosis.

  Chiang MF, Chan RV, Vinekar A, Woo R.

  Graefes Arch Clin Exp Ophthalmol. 2016 Jan;254(1):201-2. doi: 10.1007/s00417-015-3107-y. Epub 2015 Jul 22. No abstract available.

  PubMed EntryPMID: 26198712

2015

• Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis.

  Ataer-Cansizoglu E, Bolon-Canedo V, Campbell JP, Bozkurt A, Erdogmus D, Kalpathy-Cramer J, Patel S, Jonas K, Chan RV, Ostmo S, Chiang MF; i-ROP Research Consortium.

  Transl Vis Sci Technol. 2015 Nov 30;4(6):5. eCollection 2015 Nov.

  PubMed EntryPMID: 26644965

• The Global Education Network for Retinopathy of Prematurity (Gen-Rop): Development, Implementation, and Evaluation of A Novel Tele-Education System (An American Ophthalmological Society Thesis).

  Chan RV, Patel SN, Ryan MC, Jonas KE, Ostmo S, Port AD, Sun GI, Lauer AK, Chiang MF.

  Trans Am Ophthalmol Soc. 2015;113:T21-T226.

  PubMed EntryPMID: 26538772

• Influence of Fluorescein Angiography on the Diagnosis and Management of Retinopathy of Prematurity.

  Klufas MA, Patel SN, Ryan MC, Patel Gupta M, Jonas KE, Ostmo S, Martinez-Castellanos MA, Berrocal AM, Chiang MF, Chan RV.

  Ophthalmology. 2015 Aug;122(8):1601-8. doi: 10.1016/j.ophtha.2015.04.023. Epub 2015 May 28.

  PubMed EntryPMID: 26028345

• Color fundus photography versus fluorescein angiography in identification of the macular center and zone in retinopathy of prematurity.

  Patel SN, Klufas MA, Ryan MC, Jonas KE, Ostmo S, Martinez-Castellanos MA, Berrocal AM, Chiang MF, Chan RV.

  Am J Ophthalmol. 2015 May;159(5):950-7.e2. doi: 10.1016/j.ajo.2015.01.027. Epub 2015 Jan 28.

  PubMed EntryPMID: 25637180

• Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees.

  Campbell JP, Swan R, Jonas K, Ostmo S, Ventura CV, Martinez-Castellanos MA, Anzures RG, Chiang MF, Chan RV.

  AMIA Annu Symp Proc. 2015 Nov 5;2015:366-75. eCollection 2015.

  PubMed EntryPMID: 26958168

• Aggressive posterior retinopathy of prematurity: a pilot study of quantitative analysis of vascular features.

  Woo R, Chan RV, Vinekar A, Chiang MF.

  Graefes Arch Clin Exp Ophthalmol. 2015 Feb;253(2):181-7. doi: 10.1007/s00417-014-2857-2. Epub 2014 Nov 21.

  PubMed EntryPMID: 25413261

2014

• Risk factors for retinopathy of prematurity: insights from outlier infants.

  Port AD, Chan RV, Ostmo S, Choi D, Chiang MF.

  Graefes Arch Clin Exp Ophthalmol. 2014 Oct;252(10):1669-77. doi: 10.1007/s00417-014-2716-1. Epub 2014 Jul 23.

  PubMed EntryPMID: 25053346

• Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology.

  Ryan MC, Ostmo S, Jonas K, Berrocal A, Drenser K, Horowitz J, Lee TC, Simmons C, Martinez-Castellanos MA, Chan RV, Chiang MF.

  AMIA Annu Symp Proc. 2014 Nov 14;2014:1902-10. eCollection 2014.

  PubMed EntryPMID: 25954463

2013

• A murine model for retinopathy of prematurity identifies endothelial cell proliferation as a potential mechanism for plus disease.

  Guaiquil VH, Hewing NJ, Chiang MF, Rosenblatt MI, Chan RV, Blobel CP.

  Invest Ophthalmol Vis Sci. 2013 Aug 7;54(8):5294-302. doi: 10.1167/iovs.12-11492.

  PubMed EntryPMID: 23833070

• Plus disease in retinopathy of prematurity: qualitative analysis of diagnostic process by experts.

  Hewing NJ, Kaufman DR, Chan RV, Chiang MF.

  JAMA Ophthalmol. 2013 Aug;131(8):1026-32. doi: 10.1001/jamaophthalmol.2013.135.

  PubMed EntryPMID: 23702696

• The use of digital imaging in the identification of skip areas after laser treatment for retinopathy of prematurity and its implications for education and patient care.

  Kang KB, Orlin A, Lee TC, Chiang MF, Chan RV.

  Retina. 2013 Nov-Dec;33(10):2162-9. doi: 10.1097/IAE.0b013e31828e6969.

  PubMed EntryPMID: 23615346

• Intravitreal injection of TIMP3 or the EGFR inhibitor erlotinib offers protection from oxygen-induced retinopathy in mice.

  Hewing NJ, Weskamp G, Vermaat J, Farage E, Glomski K, Swendeman S, Chan RV, Chiang MF, Khokha R, Anand-Apte B, Blobel CP.

  Invest Ophthalmol Vis Sci. 2013 Jan 30;54(1):864-70. doi: 10.1167/iovs.12-10954.

  PubMed EntryPMID: 23299479

2012

• Retinopathy of prematurity residency training.

  Nagiel A, Espiritu MJ, Wong RK, Lee TC, Lauer AK, Chiang MF, Chan RV.

  Ophthalmology. 2012 Dec;119(12):2644-5.e1-2. doi: 10.1016/j.ophtha.2012.07.015. No abstract available.

  PubMed EntryPMID: 23207022

• Incorporating imaging in an ROP screening practice.

  Chan RV, Chiang MF, Reynolds JD.

  J Pediatr Ophthalmol Strabismus. 2012 May-Jun;49(3):134-6. doi: 10.3928/01913913-20120416-01. No abstract available.

  PubMed EntryPMID: 22589140

• Training fellows for retinopathy of prematurity care: a Web-based survey.

  Wong RK, Ventura CV, Espiritu MJ, Yonekawa Y, Henchoz L, Chiang MF, Lee TC, Chan RV.

  J AAPOS. 2012 Apr;16(2):177-81. doi: 10.1016/j.jaapos.2011.12.154.

  PubMed EntryPMID: 22525176

• Evaluation of vascular disease progression in retinopathy of prematurity using static and dynamic retinal images

  Myung JS, Gelman R, Aaker GD, Radciffe NM, Chan RV, Chiang MF.

  Ophthalmol. 2012 Mar;153(3):544-551.e2.

  PubMed EntryPMID: 22019222

• Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity

  Wittenberg LA, Jonsson NJ, Chan RV, Chiang MF.

  J Pediatr Ophthalmol Strabismus. 2012 Jan-Feb;49(1):11-9; quiz 10, 20.

  PubMed EntryPMID: 21366159

2010

• Association between assisted reproductive technology and advanced retinopathy of prematurity.

  Chan RV, Yonekawa Y, Morrison MA, Sun G, Wong RK, Perlman JM, Chiang MF, Lee TC, Hartnett ME, Deangelis MM.

  Clin Ophthalmol. 2010 Nov 26;4:1385-90. doi: 10.2147/OPTH.S15587.

  PubMed EntryPMID: 21179223

• Plus disease in retinopathy of prematurity: quantitative analysis of vascular change.

  Thyparampil PJ, Park Y, Martinez-Perez ME, Lee TC, Weissgold DJ, Berrocal AM, Chan RV, Flynn JT, Chiang MF.

  Am J Ophthalmol. 2010 Oct;150(4):468-475.e2. doi: 10.1016/j.ajo.2010.04.027.

  PubMed EntryPMID: 20643397