Subin Sahayam

According to our database, Subin Sahayam authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images.

Subin Sahayam, John Michael Sujay Zakkam, Yoga Sri Varshan V, Umarani Jayaraman

CoRR, 2024

Integrating Edge Information into Ground Truth for the Segmentation of the Optic Disc and Cup from Fundus Images.

Yoga Sri Varshan V, Hitesh Gupta Kattamuri, Subin Sahayam, Umarani Jayaraman

CoRR, 2024

Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images.

Subin Sahayam, Umarani Jayaraman

CoRR, 2024

2023

Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data.

Anil Kumar Adepu, Subin Sahayam, Umarani Jayaraman, Rashmika Arramraju

Comput. Biol. Medicine, March, 2023

Can we learn better with hard samples?

Subin Sahayam, John Zakkam, Umarani Jayaraman

CoRR, 2023

An Algorithm to Calculate Retinal Vessel Diameter in Fundus Images.

Yoga Sri Varshan V, Subin Sahayam, Umarani Jayaraman

Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

2022

A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images.

Anil Kumar Adepu, Subin Sahayam, Rashmika Arramraju, Umarani Jayaraman

Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

2021

Ensemble Models for Multi-class Classification of Diabetic Retinopathy.

Subin Sahayam, Tutturu Lakshmi Manasa, Umarani Jayaraman

Proceedings of the Pattern Recognition and Machine Intelligence, 2021