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Amitojdeep Singh
Amitojdeep Singh
Neznáme pridruženie
Overená e-mailová adresa na: uwaterloo.ca - Domovská stránka
Názov
Citované v
Citované v
Rok
Explainable deep learning models in medical image analysis
A Singh, S Sengupta, V Lakshminarayanan
Journal of Imaging 6 (6), 52, 2020
6742020
Ophthalmic diagnosis using deep learning with fundus images–A critical review
S Sengupta, A Singh, HA Leopold, T Gulati, V Lakshminarayanan
Artificial intelligence in medicine 102, 101758, 2020
224*2020
Real-time Yoga recognition using deep learning
SK Yadav, A Singh, A Gupta, JL Raheja
Neural computing and applications 31, 9349-9361, 2019
2072019
Evaluation of explainable deep learning methods for ophthalmic diagnosis
A Singh, J Jothi Balaji, MA Rasheed, V Jayakumar, R Raman, ...
Clinical Ophthalmology, 2573-2581, 2021
48*2021
Interpretation of deep learning using attributions: application to ophthalmic diagnosis
A Singh, AR Mohammed, J Zelek, V Lakshminarayanan
Applications of machine learning 2020 11511, 39-49, 2020
392020
Glaucoma diagnosis using transfer learning methods
A Singh, S Sengupta, V Lakshminarayanan
Applications of machine learning 11139, 223-232, 2019
322019
Uncertainty aware and explainable diagnosis of retinal disease
A Singh, S Sengupta, MA Rasheed, V Jayakumar, V Lakshminarayanan
Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and …, 2021
242021
What is the optimal attribution method for explainable ophthalmic disease classification?
A Singh, S Sengupta, AR Mohammed, I Faruq, V Jayakumar, J Zelek, ...
Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020
232020
DeSupGAN: multi-scale feature averaging generative adversarial network for simultaneous de-blurring and super-resolution of retinal fundus images
S Sengupta, A Wong, A Singh, J Zelek, V Lakshminarayanan
Ophthalmic Medical Image Analysis: 7th International Workshop, OMIA 2020 …, 2020
192020
Recent advances in deep learning applications for retinal diagnosis using OCT
HA Leopold, A Singh, S Sengupta, JS Zelek, V Lakshminarayanan
Tate Art Neural Netw, 2020
142020
Cross-domain diabetic retinopathy detection using deep learning
S Sengupta, A Singh, J Zelek, V Lakshminarayanan
Applications of Machine Learning 11139, 233-239, 2019
142019
Deep learning on optical coherence tomography for ophthalmology
H Leopold, S Sengupta, A Singh, V Lakshminarayanan
State-of-the-art in neural networks 1 (12), 239-269, 2020
72020
EdgeWaveNet: edge aware residual wavelet GAN for OCT image denoising
S Sengupta, A Singh, V Lakshminarayanan
Medical Imaging 2021: Imaging Informatics for Healthcare, Research, and …, 2021
62021
Deep learning for ophthalmology using optical coherence tomography
HA Leopold, A Singh, S Sengupta, V Lakshminarayanan
State of the Art in Neural Networks and their Applications, 239-269, 2021
42021
Explainable AI for retinal OCT diagnosis
AS Brar
University of Waterloo, 2021
2021
Explainable Deep Learning Methods for Ophthalmic Diagnosis
A Singh, JJ Balaji, MA Rasheed, V Jayakumar, R Raman, ...
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Články 1–16