Search Results for author: Asim Waqas

Found 3 papers, 2 papers with code

Building Flexible, Scalable, and Machine Learning-ready Multimodal Oncology Datasets

1 code implementation30 Sep 2023 Aakash Tripathi, Asim Waqas, Kavya Venkatesan, Yasin Yilmaz, Ghulam Rasool

The advancements in data acquisition, storage, and processing techniques have resulted in the rapid growth of heterogeneous medical data.

Data Integration

Multimodal Data Integration for Oncology in the Era of Deep Neural Networks: A Review

no code implementations11 Mar 2023 Asim Waqas, Aakash Tripathi, Ravi P. Ramachandran, Paul Stewart, Ghulam Rasool

Recent deep learning frameworks such as Graph Neural Networks (GNNs) and Transformers have shown remarkable success in multimodal learning.

Data Integration

Exploring Robust Architectures for Deep Artificial Neural Networks

1 code implementation30 Jun 2021 Asim Waqas, Ghulam Rasool, Hamza Farooq, Nidhal C. Bouaynaya

The architectures of deep artificial neural networks (DANNs) are routinely studied to improve their predictive performance.

Image Classification Neural Architecture Search +1

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