Concepedia

Analysis of ultrasonographic images using a deep learning-based model as ancillary diagnostic tool for diagnosing gallbladder polyps

Jin Ho Choi, Jae-Sung Lee, Sang Hyub Lee, Sang Hyub Lee, A-Seong Moon, Sung-Hyun Cho, Joo Seong Kim, In Rae Cho, Woo Hyun Paik, Ji Kon Ryu,

Digestive and Liver Disease · 2023 · 13 citations · 19 references

Concepts

Veterinary MedicineDiagnostic SciencesRadiologyDiagnostic ImagingUltrasonographyUltrasoundAbdominal ImagingAbdominal UltrasonographyDiagnostic UltrasonographyHepatobiliary ImagingMedical Image AnalysisMedical ImagingBiliary UltrasonographyDeep Learning DiagnosticsDeep Learning In RadiologyDeep Learning-based DiagnosisDeep Learning-based Lesion ClassificationGallbladder AnatomyGallbladder Ultrasonography

References

19

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Survey on deep learning with class imbalance

Justin Johnson, Taghi M. Khoshgoftaar · Journal Of Big Data · 2019 · 2.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Intracholecystic Papillary-Tubular Neoplasms (ICPN) of the Gallbladder (Neoplastic Polyps, Adenomas, and Papillary Neoplasms That Are ≥1.0 cm)

Volkan Adsay, Kee‐Taek Jang, Juan Carlos Roa et al. · The American Journal of Surgical Pathology · 2012 · 258 citations · Full text

Medicine, Oncology, Pathology +15

Management and follow-up of gallbladder polyps

Rebecca Wiles, Ruedi F. Thoeni, Sorin T. Barbu et al. · European Radiology · 2017 · 248 citations · Full text

Medicine, Radiology, Surgery +17