Kevin Matlock

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Transfer Learning

Automated Segmentation

Dimensionality Reduction

Top Venues

Publications

Narmada Naik, Ayush Khandelwal, Mohit Joshi, Madhusudan Atre, Hollis Wright, Kavya Kannan, Scott Hill, Giridhar Mamidipudi, Ganapati Srinivasa, Carlo Bifulco, Brian Piening, Kevin Matlock
Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer. CoRR (2023)
Raziur Rahman, Saugato Rahman Dhruba, Kevin Matlock, Carlos De Niz, Souparno Ghosh, Ranadip Pal
Evaluating the consistency of large-scale pharmacogenomic studies. Briefings Bioinform. 20 (5) (2019)
Kevin Matlock, Raziur Rahman, Souparno Ghosh, Ranadip Pal
Sstack: an R package for stacking with applications to scenarios involving sequential addition of samples and features. Bioinform. 35 (17) (2019)
Kevin Matlock, Saugato Rahman Dhruba, Moazzam Nazir, Ranadip Pal
An investigation of proteomic data for application in precision medicine. BHI (2018)
Saugato Rahman Dhruba, Raziur Rahman, Kevin Matlock, Souparno Ghosh, Ranadip Pal
Dimensionality Reduction based Transfer Learning applied to Pharmacogenomics Databases. EMBC (2018)
Kevin Matlock, Carlos De Niz, Raziur Rahman, Souparno Ghosh, Ranadip Pal
Investigation of model stacking for drug sensitivity prediction. BMC Bioinform. (3) (2018)
Saugato Rahman Dhruba, Raziur Rahman, Kevin Matlock, Souparno Ghosh, Ranadip Pal
Application of transfer learning for cancer drug sensitivity prediction. BMC Bioinform. (17) (2018)
Kevin Matlock, Noah Berlow, Charles Keller, Ranadip Pal
Combination therapy design for maximizing sensitivity and minimizing toxicity. BMC Bioinform. 18 (S-4) (2017)
Kevin Matlock, Carlos De Niz, Raziur Rahman, Souparno Ghosh, Ranadip Pal
Investigation of Model Stacking for Drug Sensitivity Prediction. BCB (2017)
Kevin Matlock, Noah Berlow, Charles Keller, Ranadip Pal
Combination therapy design for maximizing sensitivity and minimizing toxicity. BCB (2016)
Jason E. Hill, Kevin Matlock, Ranadip Pal, Brian Nutter, Sunanda Mitra
Automated segmentation of MS lesions in FLAIR, DIR and T2-w MR images via an information theoretic approach. Medical Imaging: Image Processing (2016)