Get started
Author

David Earl Hostallero

Observed names: David Earl D. Hostallero, David Hostallero, Hostallero, David, Hostallero, David Earl
ORCID: 0000-0002-1611-8332
Observed ORCID: 0000-0002-1611-8332
OpenAlex ID: A5034397198
QTRAN: Learning to Factorize with Transformation for Cooperative Multi-Agent Reinforcement Learning
2019 · Son, Kyunghwan, Kim, Daewoo, et al. · arXiv (Cornell University) · 530
PDF
DemNet: A Convolutional Neural Network for the detection of Alzheimer's Disease and Mild Cognitive Impairment
2016 · Ciprian D. Billones, Olivia Jan Louville D. Demetria, et al. · IEEE Region 10 Conference (TENCON) · 138
Learning to Schedule Communication in Multi-agent Reinforcement Learning
2019 · Kim, Daewoo, Moon, Sangwoo, et al. · arXiv (Cornell University) · 127
PDF
Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study
2019 · Soonil Kwon, Joonki Hong, et al. · JMIR mhealth and uhealth · 90
PDF
Interpretable deep learning architectures for improving drug response prediction performance: myth or reality?
2023 · Yihui Li, David Earl Hostallero, et al. · Bioinformatics · 28
PDF
Looking at the BiG picture: incorporating bipartite graphs in drug response prediction
2022 · David Earl Hostallero, Yihui Li, et al. · Bioinformatics · 28
PDF
A network-informed analysis of SARS-CoV-2 and hemophagocytic lymphohistiocytosis genes’ interactions points to Neutrophil extracellular traps as mediators of thrombosis in COVID-19
2021 · Jun Ding, David Earl Hostallero, et al. · PLoS Computational Biology · 26
PDF
Preclinical-to-Clinical Anti-Cancer Drug Response Prediction and Biomarker Identification Using TINDL
2023 · David Earl Hostallero, Lixuan Wei, et al. · Genomics Proteomics & Bioinformatics · 16
Inducing Cooperation through Reward Reshaping based on Peer Evaluations in Deep Multi-Agent Reinforcement Learning
2020 · David Earl Hostallero, Daewoo Kim, et al. · Adaptive Agents and Multi-Agents Systems · 10
A Deep Learning Framework for Prediction of Clinical Drug Response of Cancer Patients and Identification of Drug Sensitivity Biomarkers using Preclinical Samples
2021 · David Earl Hostallero, Lixuan Wei, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 5
PDF
AI-Based Drone Object Tracking System: Design and Implementation
2017 · Daewoo Kim, Wan Ju Kang, et al. · 한국통신학회논문지 · 3
PepBench v1.0.0: Peptide Binder Backbone Templates
2026 · ProteinQure (Canada), Hostallero, David Earl, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
On the Efficiency of Running Machine Learning Tasks for Drone-Based Target Tracking : Cloud-Based vs. Drone-Based
2018 · Kyunghwan Son, David Hostallero, et al. · 한국통신학회논문지 · 1
AtomWeaver: Multi-Component Flow Matching with a Structured Geometric Prior Facilitates Non-Canonical Peptide Design
2026 · Alexander Kitaygorodsky, David Earl Hostallero, et al. · bioRxiv (Cold Spring Harbor Laboratory)
PDF
Anticancer Monotherapy and Polytherapy Drug Response Prediction Using Deep Learning: Guidelines and Best Practices
2025 · Amin Emad, David Earl Hostallero · Methods in molecular biology
Applications of deep learning and graph representation learning in precision cancer medicine
2024 · Hostallero, David · eScholarship@McGill (McGill)
Interpretable AI for drug response prediction
2022 · Li, Yihui, Hostallero, David, et al. · Zenodo (CERN European Organization for Nuclear Research)
BiG-DRP-Data
2022 · Hostallero, David · Figshare
Inducing Cooperation via Learning to reshape rewards in semi-cooperative multi-agent reinforcement learning
2018 · David Earl Hostallero, Daewoo Kim, et al.
Works count: 21
Citation count: 1,003
H-index: 9
I10-index: 9
Year
Topic
Type