2023
Imaging Genomics for Breast Cancer Prognostication
Chauhan R, Jawahar CV and Vinod PK
Under Preparation
Network diffusion-based approach for survival prediction and identification of biomarkers using multi-omics data of Papillary Renal Cell Carcinoma
Shetty KS, Jose A, Bani M and Vinod PK
Molecular Genetics and Genomics, 298(4):871-882, 2023.
[ PDF ]
Identification and characterization of metabolic subtypes of endometrial cancer using a systems-level approach
Srivastava A and Vinod PK
Metabolites, 13(3), 409, 2023.
[ PDF ]
2022
Bytes, Pixels, & Bases: Machine Learning in Imaging-omics for Renal Cell Carcinoma
Chauhan R, Jawahar CV and Vinod PK
Artificial Intelligence in Cancer Diagnosis and Prognosis, Volume 1, 2022 (IOP Publishing).
[ PDF ]
Exploring histological similarities across cancers from a deep learning perspective
Menon A, Piyush Singh P, Vinod PK and Jawahar CV
Frontiers in Oncology, 12:842759, 2022.
[ PDF ]
Systems-level analysis of transcriptome during liver regeneration
Porukala M, Vinod PK
Molecular Omics (Royal Society of Chemsitry), 18, 315-327, 2022.
[ PDF ]
Interactive Learning for Assisting Whole Slide Image Annotation
Menon A, Piyush Singh P, Vinod PK and Jawahar CV
ACPR 2021: Pattern Recognition pp 504–517A, 2022.
[ PDF ]
2021
Exploring genetic-histologic relationships in breast cancer
Chauhan R, Vinod PK and Jawahar CV
IEEE International Symposium on Biomedical Imaging (ISBI) 2021.
[ PDF ]
2020
Network-based metabolic characterization of renal cell carcinoma
Pandey N, Lanke V, Vinod PK
NPG Scientific Reports, 10, 5955, 2020.
[ PDF ]
Integrative analysis of DNA methylation and gene expression in Papillary Renal Cell Carcinoma
Noor P S, Vinod PK
Molecular Genetics and Genomics,295, 807–824, 2020
[ PDF ]
2019
Pan-Renal Cell Carcinoma classification and survival prediction from histopathology images using deep learning
Tabibu S, Vinod PK and Jawahar CV
NPG Scientific Reports, 9, 10509, 2019.
[ PDF ]
2018
Machine learning models to predict the progression from early to late stages of papillary renal cell carcinoma
Noor P S, Bapi R S, and Vinod PK
Comput. Biol. Med, 1;100:92-99, 2018.
[ PDF ]