Automatic detection of artifacts in EEG by combining deep learning and histogram contour processing. - Nooshin Bahador; Kristo Erikson; Jouko Laurila; Juha Koskenkari; Tero Ala-Kokko; Jukka Kortelainen (EMBC, 2020)

Morphology-preserving reconstruction of times series with missing data for enhancing deep learning-based classification. - Nooshin Bahador; Guoying Zhao 001; Jarno Jokelainen; Seppo Mustola; Jukka Kortelainen (Biomed. Signal Process. Control., 2021)

Multimodal spatio-temporal-spectral fusion for deep learning applications in physiological time series processing: A case study in monitoring the depth of anesthesia. - Nooshin Bahador; Jarno Jokelainen; Seppo Mustola; Jukka Kortelainen (Inf. Fusion, 2021)

Deep learning-based classification of multichannel bio-signals using directedness transfer learning. - Nooshin Bahador; Jukka Kortelainen (Biomed. Signal Process. Control., 2022)

Uncovering the Origins of Instability in Dynamical Systems: How Attention Mechanism Can Help? - Nooshin Bahador; Milad Lankarany (CoRR, 2022)

Mechanistic Interpretability of Fine-Tuned Vision Transformers on Distorted Images: Decoding Attention Head Behavior for Transparent and Trustworthy AI. - Nooshin Bahador (CoRR, 2025)

Chirp Localization via Fine-Tuned Transformer Model: A Proof-of-Concept Study. - Nooshin Bahador; Milad Lankarany (CoRR, 2025)

Localized Definitions and Distributed Reasoning: A Proof-of-Concept Mechanistic Interpretability Study via Activation Patching. - Nooshin Bahador (CoRR, 2025)

Vision Transformers Exhibit Human-Like Biases: Evidence of Orientation and Color Selectivity, Categorical Perception, and Phase Transitions. - Nooshin Bahador (CoRR, 2025)

Semi-Supervised Anomaly Detection Pipeline for SOZ Localization Using Ictal-Related Chirp. - Nooshin Bahador; Milad Lankarany (CoRR, 2025)

Classifying Clinical Outcome of Epilepsy Patients with Ictal Chirp Embeddings. - Nooshin Bahador; Milad Lankarany (CoRR, 2025)

Transparent, Evaluable, and Accessible Data Agents: A Proof-of-Concept Framework. - Nooshin Bahador (CoRR, 2025)