Concepedia

Ladislav Rampášek

LR

Statistics

Publications

12

Citations

2K

H-Index

11

Active since

2014

Affiliations

University of Toronto(Current)

SickKids Foundation

Princess Margaret Cancer Centre

Hospital for Sick Children

University Health Network

Ladislav Rampášek is an author at University of Toronto specializing in engineering, deep learning, and data science.

Top concepts

EngineeringDeep LearningData ScienceMachine LearningComputer ScienceBiologyMedicineGraph TheoryNetwork ScienceGraph Processing

Publications per year

2014–2023

12

Publications

12

Intertumoral Heterogeneity within Medulloblastoma Subgroups

Florence M.G. Cavalli, Marc Remke, Ladislav Rampášek et al. · Cancer Cell · 2017 · 1.2K citations · Full text

Biology, Neuro-oncology, Tumor Heterogeneity +7

Recipe for a General, Powerful, Scalable Graph Transformer

Ladislav Rampášek, Mikhail Galkin, Vijay Prakash Dwivedi et al. · arXiv (Cornell University) · 2022 · 225 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +17

TensorFlow: Biology’s Gateway to Deep Learning?

Ladislav Rampášek, Anna Goldenberg · Cell Systems · 2016 · 218 citations · Full text

Biology, Convolutional Neural Network, Engineering +5

Dr.VAE: improving drug response prediction via modeling of drug perturbation effects

Ladislav Rampášek, Daniel Hidru, Petr Smirnov et al. · Bioinformatics · 2019 · 186 citations · Full text

Dropout Feature Ranking for Deep Learning Models

Chun‐Hao Chang, Ladislav Rampášek, Anna Goldenberg · arXiv (Cornell University) · 2017 · 35 citations · Full text

Feature Ranking, Convolutional Neural Network, Deep Neural Networks +9

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