Publications

Neo Christopher Chung

Number of publications: 20

2023

• Lennart Brocki, George C. Dyer, Anna Gładka, Neo Christopher Chung , Deep Learning Mental Health Dialogue System, 2023. See in PBN
• Lennart Brocki, Neo Christopher Chung , Feature perturbation augmentation for reliable evaluation of importance estimators in neural networks, Pattern Recognition Letters, 176 2023, p. 131-139. See in PBN
• Lennart Brocki, Neo Christopher Chung , Fidelity of Interpretability Methods and Perturbation Artifacts in Neural Networks, International Conference on Learning Representations, Kigali, Rwanda, 1 May 2023 - 5 May 2023, 2023 2023. See in PBN
• Lennart Brocki, Neo Christopher Chung , Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models, Cancers, 15 (9) 2023, p. 2459, 1-13. See in PBN

2022

• Lennart Brocki, Wistan Marchadour, Jonas Maison, Bogdan Badic, Panagiotis Papadimitroulas, Mathieu Hatt, Franck Vermet, Neo Christopher Chung , Evaluation of Importance Estimators in Deep Learning Classifiers for Computed Tomography, 21st International Conference on Autonomous Agents and Multiagent Systems, Auckland, New Zealand, 11 May 2022 - 13 May 2022. See in PBN

2021

• Panagiotis Papadimitroulas, Lennart Brocki, Wistan Marchadour, Franck Vermet, Laurent Gaubert, Vasilis Eleftheriadis, Dimitris Plachouris, Dimitris Visvikis, George C. Kagadis, Mathieu Hatt, Neo Christopher Chung , Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization, Physica Medica, 83 2021, p. 108-121. See in PBN
• Lennart Brocki, Neo Christopher Chung , Input bias in rectified gradients and modified saliency maps, 2021. See in PBN

2020

• Neo Christopher Chung , Howard Choi, Ding Wang, Bilal Mirza, Alexander R. Pelletier, Dibakar Sigdel, Wei Wang, Peipei Ping, Identifying temporal molecular signatures underlying cardiovascular diseases: A data science platform, JOURNAL OF MOLECULAR AND CELLULAR CARDIOLOGY, 145 2020, p. 54-58. See in PBN
• Neo Christopher Chung , Statistical significance of cluster membership for unsupervised evaluation of cell identities, Bioinformatics, 36 (10) 2020, p. 3107-3114. See in PBN

2019

• Lennart Brocki, Neo Christopher Chung , Concept saliency maps to visualize relevant features in deep generative models, 18th IEEE International Conference on Machine Learning and Applications, Boca Raton, the United States of America, 16 December 2019 - 19 December 2019. See in PBN
• Neo Christopher Chung , Błażej Miasojedow , Michał Startek , Anna Gambin , Jaccard/Tanimoto similarity test and estimation methods for biological presence-absence data, BMC Bioinformatics, 20 (S15) 2019, p. 1-11. See in PBN
• Bilal Mirza, Wei Wang, Jie Wang, Howard Choi, Peipei Ping, Neo Christopher Chung , Machine learning and integrative analysis of biomedical big data, Genes, 10 (2) 2019, p. 87. See in PBN
• Krzysztof Gogolewski , Maciej Sykulski, Anna Gambin , Neo Christopher Chung , Truncated Robust Principal Component Analysis and Noise Reduction for Single Cell RNA Sequencing Data, Journal of Computational Biology, 26 (8) 2019, p. 782-793. See in PBN
• Neo Christopher Chung , Bilal Mirza, Howard Choi, Jie Wang, Ding Wang, Peipei Ping, Wei Wang, Unsupervised classification of multi-omics data during cardiac remodeling using deep learning, Methods, 166 2019, p. 66-73. See in PBN

2018

• Heather J. Painter, Neo Christopher Chung , Aswathy Sebastian, Istvan Albert, John D. Storey, Manuel Llinás, Genome-wide real-time in vivo transcriptional dynamics during Plasmodium falciparum blood-stage development, Nature Communications, 9 (1) 2018, p. 2656:1-12. See in PBN
• Jie Wang, Howard Choi, Neo Christopher Chung , Quan Cao, Dominic C. M. Ng, Bilal Mirza, Sarah B. Scruggs, Ding Wang, Anders O. Garlid, Peipei Ping, Integrated Dissection of Cysteine Oxidative Post-translational Modification Proteome during Cardiac Hypertrophy, Journal of Proteome Research, 17 (12) 2018, p. 4243-4257. See in PBN

2017

• Neo Christopher Chung , Carolyn Bolton‐Moore, Roma Chilengi, Margaret P. Kasaro, Jeffrey S. A. Stringer, Benjamin H. Chi, Patient engagement in HIV care and treatment in Zambia, 2004–2014, Tropical Medicine and International Health, 22 (3) 2017, p. 332-339. See in PBN
• Neo Christopher Chung , Magdalena Frąszczak, Joanna Szyda, Population Structure Analysis of Bull Genomes of European and Western Ancestry, Scientific reports, 7 2017, p. 1-10. See in PBN

2015

• Neo Christopher Chung , John D. Storey, Statistical significance of variables driving systematic variation in high-dimensional data, Bioinformatics, 31 (4) 2015, p. 545-554. See in PBN

2014

• Jinhee Kim, Nima Ghasemzadeh, Danny J Eapen, Neo Christopher Chung , John D Storey, Arshed A Quyyumi, Greg Gibson, Gene expression profiles associated with acute myocardial infarction and risk of cardiovascular death, Genome Medicine, 6 (5) 2014, p. 40. See in PBN