Conducting Multimodal Medical Research at Moffitt Cancer Center, check out our [Lab page], [GitHub page], and [HuggingFace page]
- 2022.09-Present College of Engineering, University of South Florida Ph.D. in Electrical Engineering
- 2018.09-2022.06 Henry M. Rowan College of Engineering, Rowan University B.S in Electrical and Computer Engineering
Publications (Google Scholar, ORCID)
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[DOI] Transformers in time-series analysis: A tutorial. Circuits, Systems, and Signal Processing 42, no. 12 (2023): 7433-7466.
Sabeen Ahmed, Ian E. Nielsen,Aakash Tripathi
, Shamoon Siddiqui, Ravi P. Ramachandran, and Ghulam Rasool. -
[DOI] A comparison of feature selection techniques for first-day mortality prediction in the ICU. In 2023 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5. IEEE, 2023.
Jacob R. Epifano, Alison Silvestri, Alexander Yu, Ravi P. Ramachandran,Aakash Tripathi
, and Ghulam Rasool. -
[arXiv] Multimodal data integration for oncology in the era of deep neural networks: a review. arXiv preprint arXiv:2303.06471 (2023).
Asim Waqas,Aakash Tripathi
, Ravi P. Ramachandran, Paul Stewart, and Ghulam Rasool. -
[DOI CODE] Building Flexible, Scalable, and Machine Learning-ready Multimodal Oncology Datasets. Sensors 24, no. 5 (2024): 1634.
Aakash Tripathi
, Asim Waqas, Kavya Venkatesan, Yasin Yilmaz, and Ghulam Rasool. -
[Abstract] SeNMo: A self-normalizing deep learning model for enhanced multi-omics data analysis in oncology. arXiv preprint arXiv:2405.08226 (2024).
Asim Waqas,Aakash Tripathi
, Sabeen Ahmed, Ashwin Mukund, Hamza Farooq, Matthew B. Schabath, Paul Stewart, Mia Naeini, and Ghulam Rasool. -
[Abstract] Multimodal transformer model improves survival prediction in lung cancer compared to unimodal approaches. Cancer Research 84, no. 6_Supplement (2024): 4905-4905.
Aakash Tripathi
, Asim Waqas, Yasin Yilmaz, and Ghulam Rasool. -
[Abstract] BIO24-030: Unifying Multimodal Data, Time Series Analytics, and Contextual Medical Memory: Introducing MINDS as an Oncology-Centric Cloud-Based Platform. Journal of the National Comprehensive Cancer Network 22, no. 2.5 (2024).
Aakash Tripathi
, Asim Waqas, and Ghulam Rasool. -
[Abstract] BIO24-031: Hierarchical Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes. Journal of the National Comprehensive Cancer Network 22, no. 2.5 (2024).
Asim Waqas,Aakash Tripathi
, Ashwin Mukund, Paul Stewart, Mia Naeini, and Ghulam Rasool. -
[arXiv Code Dataset] HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models. arXiv preprint arXiv:2405.07460 (2024).
Aakash Tripathi
, Asim Waqas, Yasin Yilmaz, and Ghulam Rasool. -
[arXiv] SeNMo: A self-normalizing deep learning model for enhanced multi-omics data analysis in oncology. arXiv preprint arXiv:2405.08226 (2024).
Asim Waqas,Aakash Tripathi
, Sabeen Ahmed, Ashwin Mukund, Hamza Farooq, Matthew B. Schabath, Paul Stewart, Mia Naeini, and Ghulam Rasool.