Get started
Author

Samanta Knapič

Observed names: Knapič, Samanta, Samanta Knapic, Samanta Knapic̆
ORCID: 0000-0001-5926-6151
Observed ORCID: 0000-0001-5926-6151
OpenAlex ID: A5016577261
Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain
2021 · Samanta Knapič, Avleen Malhi, et al. · Machine Learning and Knowledge Extraction · 175
PDF
Explainable Agents for Less Bias in Human-Agent Decision Making
2020 · Avleen Malhi, Samanta Knapic, et al. · Lecture notes in computer science · 37
Towards a Rigorous Evaluation of Explainability for Multivariate Time Series
2023 · Rohit Saluja, Avleen Malhi, et al. · SSRN Electronic Journal · 9
Hierarchical whole-brain modeling of critical synchronization dynamics in the human brain
2026 · Vladislav Myrov, Alina Suleimanova, et al. · Proceedings of the National Academy of Sciences · 5
Hierarchical whole-brain modeling of critical synchronization dynamics in human brain
2024 · Vladislav Myrov, Alina Suleimanova, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 3
ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility
2021 · Kary Främling, Samanta Knapic̆, et al. · Lecture notes in computer science · 3
Data from: MEG oscillation-based functional connectivity identifies clinically relevant depression phenotypes
2026 · Liu, Wenya, Vesterinen, Maria, et al. · DRYAD · 1
Graph Signal Processing for Identifying Structurefunction Coupling Using Multimodal Brain Imaging with fMRI and MEG
2025 · David Corredor, Wenya Liu, et al. · European Signal Processing Conference (EUSIPCO) · 1
Low-dimensional brain-symptom associations delineate depression phenotypes with distinct connectivity biomarkers and symptom profiles
2025 · Wenya Liu, Maria Vesterinen, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 1
PDF
Magnetoencephalography oscillation-based functional connectivity identifies clinically relevant depression phenotypes
2026 · Wenya Liu, Maria Vesterinen, et al. · Nature Mental Health
PDF
Mitigating activity mixing with personalized whole-brain modeling
2026 · Alina Suleimanova, Vladislav Myrov, et al. · bioRxiv (Cold Spring Harbor Laboratory)
PDF
Characterization of multifractality in oscillatory dynamics
2025 · Dumeur, Merlin, Ciuciu, Philippe, et al. · HAL
PDF
Factors of human-brain white-matter structural connectivity associated with MDD symptoms and predictive of symptoms phenotypes
2023 · Knapič, Samanta · Työväentutkimus Vuosikirja
Eye Tracking Based Neurocognitive Screening for Epilepsy in Infancy
2020 · Samanta Knapič · DiVA at Umeå University (Umeå University)
Sexual orientation, brain structures and cognition
2015 · Zala Slabe, Samanta Knapič · Student Congress of Neuroscience (NEURI)
Works count: 15
Citation count: 235
H-index: 4
I10-index: 2
Year
Topic
Type