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Author

Adrianna Janik

Observed name: Janik, Adrianna
Institution: Accenture (Ireland)
Observed institutions: University College Dublin, Wrocław University of Science and Technology, Accenture (Switzerland), Accenture (Ireland), Accenture (United States), Mila - Quebec Artificial Intelligence Institute
ORCID: 0000-0002-4387-4563
Observed ORCID: 0000-0002-4387-4563
OpenAlex ID: A5027437334
Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge dataset
2021 · Adrianna Janik, Jonathan Dodd, et al. · SPIE Medical Imaging: Image Processing · 51
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Machine Learning–Assisted Recurrence Prediction for Patients With Early-Stage Non–Small-Cell Lung Cancer
2023 · Adrianna Janik, Maria Torrente, et al. · JCO Clinical Cancer Informatics · 45
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Examining explainable clinical decision support systems with think aloud protocols
2023 · Sabrina G. Anjara, Adrianna Janik, et al. · PLoS ONE · 38
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Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications
2019 · Janik, Adrianna, Sankaran, Kris, et al. · Eurographics · 10
Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings
2023 · Samuele Buosi, Mohan Timilsina, et al. · Expert Systems with Applications · 8
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples
2022 · Janik, Adrianna, Costabello, Luca · arXiv (Cornell University) · 4
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Estimation of Travel Time in the City Based on Intelligent Transportation System Traffic Data with the Use of Neural Networks
2016 · Piotr Ciskowski, Adrianna Janik, et al. · Advances in intelligent systems and computing · 4
Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data
2022 · Janik, Adrianna, Sankaran, Kris · arXiv (Cornell University) · 2
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Interpretability of a Deep Learning Model for Semantic Segmentation : Example of Remote Sensing Application
2019 · Adrianna Janik · KTH Publication Database DiVA (KTH Royal Institute of Technology) · 2
Digital Emancipation: Property, Banks, and the Completed Web
2026 · Adrianna Janik · Lecture notes in computer science
Supplementary Materials
2026 · Janik, Adrianna · Zenodo (CERN European Organization for Nuclear Research)
Supplementary Materials
2026 · Janik, Adrianna · Zenodo (CERN European Organization for Nuclear Research)
Discovering Concepts in Learned Representations using Statistical Inference and Interactive Visualization
2022 · Janik, Adrianna, Sankaran, Kris · arXiv (Cornell University)
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Works count: 13
Citation count: 164
H-index: 5
I10-index: 4
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