Search Results for author: Aakash Tripathi

Found 3 papers, 1 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

Transformers in Time-series Analysis: A Tutorial

no code implementations28 Apr 2022 Sabeen Ahmed, Ian E. Nielsen, Aakash Tripathi, Shamoon Siddiqui, Ghulam Rasool, Ravi P. Ramachandran

Transformer architecture has widespread applications, particularly in Natural Language Processing and computer vision.

Decoder Time Series +1

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