Towards Accountable AI-Assisted Eye Disease Diagnosis: Workflow Design, External Validation, and Continual Learning

Authors: Chen, Qingyu, Keenan, Tiarnan D L, Agron, Elvira, Allot, Alexis, Guan, Emily, Duong, Bryant, Elsawy, Amr, Hou, Benjamin, Xue, Cancan, Bhandari, Sanjeeb, Broadhead, Geoffrey, Cousineau-Krieger, Chantal, Davis, Ellen, Gensheimer, William G, Grasic, David, Gupta, Seema, Haddock, Luis, Konstantinou, Eleni, Lamba, Tania, Maiberger, Michele, Mantopoulos, Dimosthenis, Mehta, Mitul C, Nahri, Ayman G, AL-Nawaflh, Mutaz, Oshinsky, Arnold, Powell, Brittany E, Purt, Boonkit, Shin, Soo, Stiefel, Hillary, Thavikulwat, Alisa T, Wroblewski, Keith James, Chung, Tham Yih, Cheung, Chui Ming Gemmy, Cheng, Ching-Yu, Chew, Emily Y, Hribar, Michelle R., Chiang, Michael F., Lu, Zhiyong

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.15087

Severe Spontaneous Tilt of Scleral-Fixated Intraocular Lenses

Authors: Enright, Jennifer M., Purt, Boonkit, Bruck, Brent, Shah, Parth, Eton, Emily, Rezaei, Sina, Armenti, Stephen, Patel, Kishan G., Liu, James, Verkade, Angela, Hamad, Abdualrahman, Wubben, Thomas J., Sheybani, Arsham, Crandall, David, Tannen, Bradford L., Comer, Grant M., Mian, Shahzad, Nallasamy, Nambi

Source: In American Journal of Ophthalmology June 2024 262:206-212

Disability-Adjusted Life Years Resulting from Ocular Injury among Deployed Service Members, 2001–2020

Authors: Travor, Mark D., Levine, Emily S., Catomeris, Andrew J., Purt, Boonkit, Gensheimer, William G., Justin, Grant A., Trevino, Jennifer D., Haagsma, Juanita A., Colyer, Marcus H., Staudt, Amanda M.

Source: In Ophthalmology May 2024 131(5):534-544

Novel treatment of recurrent orbital venolymphatic malformation with sirolimus and rivaroxaban

Authors: Purt, Boonkit, Rana, Harkaran S., Whitescarver, Todd D., Chou, Eva

Source: Orbit. 41(6):771-778

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100178184361.0x000001&indx=1&recIds=ETOCvdc_100178184361.0x000001

Ghost and Honorary Authorship in Ophthalmology: A Cross-Sectional Survey

Authors: Justin, Grant A., Miller, Sarah C., Tsou, Brittany, Li, Ximin, Purt, Boonkit, Fliotsos, Michael J., Zhao, Jiawei, Gardner, S. Elliott, Legault, Gary L., Yonekawa, Yoshihiro, Rapuano, Christopher J., Woreta, Fasika A., Pelton, Ron W.

Source: American journal of ophthalmology. 240:67-78

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100167654487.0x000001&indx=1&recIds=ETOCvdc_100167654487.0x000001

Cataract Surgery Numbers in U.S. Ophthalmology Residency Programs: An ACGME Case Log Analysis

Authors: Tsou, Brittany C., Vongsachang, Hursuong, Purt, Boonkit, Srikumaran, Divya, Justin, Grant A., Woreta, Fasika A.

Source: Ophthalmic epidemiology. 29(6):688-695

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100163748358.0x000001&indx=1&recIds=ETOCvdc_100163748358.0x000001

DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity

Authors: Keenan, Tiarnan D.L., Chen, Qingyu, Agrón, Elvira, Tham, Yih-Chung, Goh, Jocelyn Hui Lin, Lei, Xiaofeng, Ng, Yi Pin, Liu, Yong, Xu, Xinxing, Cheng, Ching-Yu, Bikbov, Mukharram M., Jonas, Jost B., Bhandari, Sanjeeb, Broadhead, Geoffrey K., Colyer, Marcus H., Corsini, Jonathan, Cousineau-Krieger, Chantal, Gensheimer, William, Grasic, David, Lamba, Tania, Magone, M. Teresa, Maiberger, Michele, Oshinsky, Arnold, Purt, Boonkit, Shin, Soo Y., Thavikulwat, Alisa T., Lu, Zhiyong, Chew, Emily Y.

Source: Ophthalmology. 129(5):571-584

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100161086436.0x000001&indx=1&recIds=ETOCvdc_100161086436.0x000001

DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity

Authors: Ajilore, Priscilla, Akman, Alex, Azar, Nadim S., Azar, William S., Chan, Bryan, Cox, Victor, Dave, Amisha D., Dhanjal, Rachna, Donovan, Mary, Farrell, Maureen, Finkel, Francisca, Goblirsch, Timothy, Ha, Wesley, Hill, Christine, Kumar, Aman, Kent, Kristen, Lee, Arielle, Patel, Pujan, Peprah, David, Piliponis, Emma, Selzer, Evan, Swaby, Benjamin, Tenney, Stephen, Zeleny, Alexander, Keenan, Tiarnan D.L., Chen, Qingyu, Agrón, Elvira, Tham, Yih-Chung, Goh, Jocelyn Hui Lin, Lei, Xiaofeng, Ng, Yi Pin, Liu, Yong, Xu, Xinxing, Cheng, Ching-Yu, Bikbov, Mukharram M., Jonas, Jost B., Bhandari, Sanjeeb, Broadhead, Geoffrey K., Colyer, Marcus H., Corsini, Jonathan, Cousineau-Krieger, Chantal, Gensheimer, William, Grasic, David, Lamba, Tania, Magone, M. Teresa, Maiberger, Michele, Oshinsky, Arnold, Purt, Boonkit, Shin, Soo Y., Thavikulwat, Alisa T., Lu, Zhiyong, Chew, Emily Y.

Source: In Ophthalmology May 2022 129(5):571-584

Comparison of Simulation-Based versus Cadaveric-Tissue-Based Ocular Trauma Training on Novice Ophthalmologists: Repair of Corneal Laceration Model

Authors: Purt, Boonkit, Ducey, Timothy, Sykes, Sean, Pasternak, Joseph, Ryan, Denise, Sia, Rose, Colyer, Marcus

Source: Journal of academic ophthalmology. 13(01):e57-e65

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100190327677.0x000001&indx=1&recIds=ETOCvdc_100190327677.0x000001

INDOCYANINE GREEN ANGIOGRAPHY OF OPTIC DISK GRANULOMA IN OCULAR SARCOIDOSIS.

Authors: Soifer, Matias, Nguyen, Nam V., Purt, Boonkit, Bellur, Sunil, Kodati, Shilpa

Source: Retinal Cases & Brief Reports; Mar2025, Vol. 19 Issue 2, p193-195, 3p

Ocular Trauma and Traumatic Brain Injury on the Battlefield: A Systematic Review After 20 Years of Fighting the Global War on Terror.

Authors: Lee, Ian (AUTHOR), Davis, Brian (AUTHOR), Purt, Boonkit (AUTHOR), DesRosiers, Taylor (AUTHOR)

Source: Military Medicine. Sep/Oct2023, Vol. 188 Issue 9/10, p2916-2923. 8p.

Subjects: OCULAR injuries, WAR on Terrorism, 2001-2009, BRAIN injuries, IMPROVISED explosive devices, AFGHAN War, 2001-2021, BLAST injuries

Assessment of Corneal Haze After PRK and the Effect of Sutureless Amniotic Membrane Graft by Corneal Densitometry

Authors: Cox, Anthony R., Sia, Rose K., Purt, Boonkit, Ryan, Denise S., Beydoun, Hind, Colyer, Marcus H., Rivers, Bruce A., Bower, Kraig S.

Source: Journal of refractive surgery. 36(5):293-299

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN624009573&indx=1&recIds=ETOCRN624009573

Sub-Tenon Triamcinolone and Anti-HIV Medication–Induced Cushing Syndrome.

Authors: Purt, Boonkit, Nugent, Alexander, Wu, Patricia S., Paulus, Yannis M.

Source: JAMA Ophthalmology; Oct2024, Vol. 142 Issue 10, p980-982, 3p

Response to Letter to the Editor: Fixed High Energy Versus Standard Titrated Energy Settings for Selective Laser Trabeculoplasty.

Authors: Purt, Boonkit, Danielson, David T., Jin, Sean J., Cox, Anthony R., Hess, Ruston L., Kim, Won I.

Source: Journal of Glaucoma; Jan2025, Vol. 34 Issue 1, pe2-e3, 2p

Correlative Factors for Traumatic Brain Injury in Combat Ocular Trauma

Authors: Flor, Remigio, Purt, Boonkit, Sia, Rose K, Ryan, Denise S, Kagemann, Janice M, Powell, Brittany E, French, Louis M, Beydoun, Hind, Justin, Grant A, Colyer, Marcus H

Source: Military Medicine; July 2023, Vol. 188 Issue: 7-8 pe1729-e1733, 5p

Risk Factors for Failure of Final Anatomic Surgical Reattachment in Retinal Detachments From Combat Ocular Trauma.

Authors: Purt, Boonkit, Justin, Grant A., Baker, Katherine M., Brooks, Daniel I., Ryan, Denise S., Sia, Rose K., Weichel, Eric D., Colyer, Marcus H.

Source: Ophthalmic Surgery, Lasers & Imaging Retina; Sep2022, Vol. 53 Issue 9, p493-501, 9p

Ophthalmic trauma: the top 100 cited articles in Ophthalmologyjournals

Authors: Pham, Alex T., Whitescarver, Todd D., Beatson, Bradley, Purt, Boonkit, Yonekawa, Yoshihiro, Shah, Ankoor S., Colyer, Marcus H., Woreta, Fasika A., Justin, Grant A.

Source: Eye; December 2022, Vol. 36 Issue: 12 p2328-2333, 6p

Endophthalmitis: a bibliographic review.

Authors: Wade, Christian I., Whitescarver, Todd D., Ashcroft, Cody R., Hobbs, Samuel D., Purt, Boonkit, Reddy, Ashvini K., Colyer, Marcus H., Justin, Grant A.

Source: International Ophthalmology; Dec2021, Vol. 41 Issue 12, p4151-4161, 11p

Dystrophic Calcification in a 3-Piece Silicone Intraocular Lens.

Authors: Annadanam, Anvesh, Purt, Boonkit

Source: JAMA Ophthalmology; Mar2024, Vol. 142 Issue 3, pe234841-e234841, 1p