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Article  type  Journal  Journal  Journal      Conference  Journal


                        References  [84]  [85]   [47]               [86]  [87]





                           set  35  London  per  contains  seven  US-licensed  senior  graded
                           data  from  individually  labels  which  retinal  to  diabetic  gradeability;  December  5600  set  data  database  test  stage,  Messidor  images
                           Canada  images  whereas  expert  used  1,28,175  three  retinopathy,  image  54  of  ophthalmology  and  than  more  AREDS  Kaggle  images  53,576  DRP  available  1200  sites


                        set  used:  usable  exams,  106  of  4  with  was  images  of  graded  and  panel  a  and  May  using  NIH  used:  training  and  stages  undisclosed  publicly  of  different
                        data  were  1459  347  consisted  database  fundus  consisted  were  diabetic  edema,  by  done  between  done  the  were  35,126  consisted  three

                        on  sets  of  and  set  images  color  set  that  for  was  ophthalmologists  was  from  sets  of  DRP  five  with  the  at
                        Remark  data  Two  fundus  consisted  patients  data  labeled  image  DRiDB  The  50  data  The  images  times  macular  this  residents  2015  Testing  images  data  Two  consists  into  images  whereas  database  acquired



              imaging.dcontinued  Modality  CNN  Neonatal  images  Fundus  photographs  fundus  Retinal  photographs  image  Fundus  Retinography  and









              medical   of  Type  GoogleNet  CNN  Deep  CNN  Deep   CNN  Deep  CNN  SeS  CNN  NSeS



              to           detection      of  of  photographs  of  retinal  age-  of  hemorrhage
              application  automatic  prematurity  diagnosis  early  detection  by  fundus  detection  using  detection  degeneration  detect




              CNN          for  of        for  retinopathy  color  for  retinopathy  photographs  for  macular  to  images  fundus

              of           designed  retinopathy  designed  in  developed  designed  designed
              Literature  Applications  Model  of  System  diabetic  exudates  System  diabetic  fundus  System  related  Model  color  in




              2.2       Year  2016
              Table   Body  part
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