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| 1 | Different fundus imaging modalities and technical factors in AI screening for diabetic retinopathy:a review显示文摘Background:Effective screening is a desirable method for the early detection and successful treatment for diabetic retinopathy,and fundus photography is currently the dominant medium for retinal imaging due to its convenience and accessibility.Manual screening using fundus photographs has however involved considerable costs for patients,clinicians and national health systems,which has limited its application particularly in less-developed countries.The advent of artificial intelligence,and in particular deep learning techniques,has however raised the possibility of widespread automated screening.Main text:In this review,we first briefly survey major published advances in retinal analysis using artificial intelligence.We take care to separately describe standard multiple-field fundus photography,and the newer modalities of ultrawide field photography and smartphone-based photography.Finally,we consider several machine learning concepts that have been particularly relevant to the domain and illustrate their usage with extant works.Conclusions:In the ophthalmology field,it was demonstrated that deep learning tools for diabetic retinopathy show clinically acceptable diagnostic performance when using colour retinal fundus images.Artificial intelligence models are among the most promising solutions to tackle the burden of diabetic retinopathy management in a comprehensive manner.However,future research is crucial to assess the potential clinical deployment,evaluate the cost-effectiveness of different DL systems in clinical practice and improve clinical acceptance. | Gilbert Lim Valentina Bellemo Yuchen Xie Xin Q.Lee Michelle Y.T.Yip Daniel S.W.Ting | 2020 | Eye and Vision2020，7，1： | 2 |
| 2 | The effect of pulsed voltage on dielectric material properties显示文摘 | Bellemo J P Castelan P Lebey T | 1999 | IEEE Trans on Dielectrics and Electrical Insulation1999，6，1： | 1 |
| 3 | Fatigue strength of AlSi3O4 and FePO4 steels in the presence of circular notches显示文摘 | LAZZARIN P BELLEMO S | | 0，，10： | 1 |
| 4 | The macroalgae of Venice lagoon hard substrate: Analysis of an ecological gradient between sea and mainland显示文摘 | Curiel D G Bellemo M Marzocchi M | 2001 | Bolletino del Museo Civico di Storia Naturale di Venezia2001，51，： | 1 |
| 5 | Extracorporeal ultrafiltration for the treat- ment of overhydratiun and congestive heart failure 显示文摘 | Roneo C Ricci Z Bellemo R | 2001 | Cardiology2001，96，34： | 1 |
| 6 | Fatigue strength of AISI304 and FePO4 steels in the presence of circular notches 显示文摘 | Lazzarin P Bellemo S | 1989 | Lamiera1989，26，10： | 1 |
| 7 | The introduced alga Undaria pinnatifida(Laminariales, Alariaceae)in the lagoon of Venice显示文摘 | CURIEL D GUIDETrI P BELLEMO G | 2002 | Hydrobiologia2002，477，13： | 1 |
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