Aishwarya Jayagopal

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Cancer Treatment

Auxiliary Information

Matrix Factorization

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Aishwarya Jayagopal, Hansheng Xue, Ziyang He, Robert J. Walsh, Krishna Kumar Hariprasannan, David Shao Peng Tan, Tuan Zea Tan, Jason J. Pitt, Anand D. Jeyasekharan, Vaibhav Rajan
Personalised Drug Identifier for Cancer Treatment with Transformers using Auxiliary Information. KDD (2024)
Herty Liany, Aishwarya Jayagopal, Dachuan Huang, Jing Quan Lim, Nur Izzah NBH, Anand Jeyasekharan, Choon Kiat Ong, Vaibhav Rajan
ASTER: A Method to Predict Clinically Relevant Synthetic Lethal Genetic Interactions. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Kumar Shubham, Aishwarya Jayagopal, Syed Mohammed Danish, Prathosh AP, Vaibhav Rajan
WISER: Weak supervISion and supErvised Representation learning to improve drug response prediction in cancer. CoRR (2024)
Aishwarya Jayagopal, Hansheng Xue, Ziyang He, Robert J. Walsh, Krishna Kumar Hariprasannan, David Shao Peng Tan, Tuan Zea Tan, Jason J. Pitt, Anand D. Jeyasekharan, Vaibhav Rajan
Personalised Drug Identifier for Cancer Treatment with Transformers using Auxiliary Information. CoRR (2024)
Ragunathan Mariappan, Aishwarya Jayagopal, Ho Zong Sien, Vaibhav Rajan
Neural Collective Matrix Factorization for integrated analysis of heterogeneous biomedical data. Bioinform. 38 (19) (2022)
Aishwarya Jayagopal, Ankireddy Monica Aiswarya, Ankita Garg, Srinivasan Kolumam Nandakumar
Multimodal Representation Learning With Text and Images. CoRR (2022)