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Alline G R Melo
Alline G R Melo
Cleveland Clinic
Computer science
Artificial intelligence
Deep learning
Pattern recognition
Inference
5
Papers
3
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0
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2024
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Student becomes teacher: faster deep learning (DL) lightweight models (LWM) for automated detection of abnormal OCT B-scans using student-teacher framework
2021
Investigative Ophthalmology & Visual Science
Julia P. Owen
Marian Blazes
Niranchana Manivannan
Gary C Lee
Sophia Yu
Mary K. Durbin
Rishi P. Singh
Katherine E. Talcott
Alline G R Melo
Tyler E. Greenlee
Eric R. Chen
Thais F. Conti
Cecilia S. Lee
Aaron Y. Lee
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Using image similarity score to select images for training deep learning models to optimize annotation and computational resources
2021
Investigative Ophthalmology & Visual Science
Niranchana Manivannan
Gary Lee
Lars Omlor
Hugang Ren
Sophia Yu
Rishi P. Singh
Katherine E. Talcott
Alline G R Melo
Tyler E. Greenlee
Eric R. Chen
Thais F. Conti
Mary K. Durbin
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Student becomes teacher: training faster deep learning lightweight networks for automated identification of optical coherence tomography B-scans of interest using a student-teacher framework
2021
Biomedical Optics Express
Julia P. Owen
Marian Blazes
Niranchana Manivannan
Gary C Lee
Sophia Yu
Mary K. Durbin
Aditya Nair
Rishi P. Singh
Katherine E. Talcott
Alline G R Melo
Tyler E. Greenlee
Eric R. Chen
Thais F. Conti
Cecilia S. Lee
Aaron Y. Lee
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Improving OCT B-scan of interest inference performance using TensorRT based neural network optimization
2020
Investigative Ophthalmology & Visual Science
Hugang Ren
Niranchana Manivannan
Gary C Lee
Sophia Yu
Patty Sha
Thais F. Conti
Alline G R Melo
Tyler E. Greenlee
Eric R. Chen
Katherine E. Talcott
Rishi P. Singh
Mary K. Durbin
Neil DSouza
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Multiple pathology detection in macular OCT B-scans using localized-3D information
2020
Investigative Ophthalmology & Visual Science
Niranchana Manivannan
Gary C Lee
Hugang Ren
Sophia Yu
Patricia Sha
Krunalkumar Ramanbhai Patel
Sandipan Chakroborty
Rishi P. Singh
Katherine Talcott
Alline G R Melo
Thais F. Conti
Tyler E. Greenlee
Eric Chen
Grant L. Hom
Neil DSouza
Mary K. Durbin
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