Ranpreet Kaur

Orcid: 0000-0003-0741-2377

According to our database1, Ranpreet Kaur authored at least 10 papers between 2021 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2023
Melanoma Classification Using Deep Learning.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Deep Learning Model with Atrous Convolutions for Improving Skin Cancer Classification.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023

Multi-Class Classification of Melanoma on an Edge Device.
Proceedings of the International Conference on Microelectronics, 2023

Analyzing the Impact of Image Denoising and Segmentation on Melanoma Classification Using Convolutional Neural Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images.
Sensors, 2022

Skin lesion segmentation using an improved framework of encoder-decoder based convolutional neural network.
Int. J. Imaging Syst. Technol., 2022

Hairlines removal and low contrast enhancement of melanoma skin images using convolutional neural network with aggregation of contextual information.
Biomed. Signal Process. Control., 2022

Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images.
BMC Medical Imaging, 2022

2021
Synthetic Images Generation Using Conditional Generative Adversarial Network for Skin Cancer Classification.
Proceedings of the IEEE Region 10 Conference, 2021

Deep Learning in Medical Applications: Lesion Segmentation in Skin Cancer Images Using Modified and Improved Encoder-Decoder Architecture.
Proceedings of the Geometry and Vision - First International Symposium, 2021


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