Ranjana Roy Chowdhury

According to our database, Ranjana Roy Chowdhury authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Prototypical aggregate network - boosting few-shot learning for medical image classification.

Ranjana Roy Chowdhury, Usma Niyaz, Deepti R. Bathula

Multim. Tools Appl., February, 2026

SHAPER: SHape-Aware Parameter-Efficient Representation learning for medical image segmentation.

Usma Niyaz, Abhishek Singh Sambyal, Ranjana Roy Chowdhury, Deepti R. Bathula

Knowl. Based Syst., 2026

Meta-Guided Sampling for Improved Few-Shot Learning in Skin Cancer Classification.

Ranjana Roy Chowdhury, Deepti R. Bathula

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

MED-KG-LLM: A Modular Pipeline for Knowledge Graph-Augmented Medical Question Answering on Clinical Data.

Ranjana Roy Chowdhury, Nikhil Jain, Rushikesh Shinde, Abhinav Jain, Sudhir Bisane

Proceedings of the Pattern Recognition and Machine Intelligence, 2025

2022

CAHPHF: Context-Aware Hierarchical QoS Prediction With Hybrid Filtering.

Ranjana Roy Chowdhury, Soumi Chattopadhyay, Chandranath Adak

IEEE Trans. Serv. Comput., 2022

Influential Prototypical Networks for Few Shot Learning: A Dermatological Case Study.

Ranjana Roy Chowdhury, Deepti R. Bathula

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

World War III analysis using signed social networks.

Ranjana Roy Chowdhury, Shivam Gupta, Sravanthi Chede

Soc. Netw. Anal. Min., 2021

FES: A Fast Efficient Scalable QoS Prediction Framework.

Soumi Chattopadhyay, Chandranath Adak, Ranjana Roy Chowdhury

CoRR, 2021