Captum: A unified and generic model interpretability library for PyTorch

• Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography

  2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

  13

  citations
• Unsupervised learning of charge-discharge cycles from various lithium-ion battery cells to visualize dataset characteristics and to interpret model performance

  2024 Energy and AI article Engineering Advanced Battery Technologies Research Open access

  10

  citations
• Predicting clinical endpoints and visual changes with quality-weighted tissue-based renal histological features

  2024 Frontiers in Transplantation article Computer Science AI in cancer detection Open access

  0

  citations
• Convolutional Neural Networks and Their Activations: An Exploratory Case Study on Mounded Settlements

  2024 Journal of Computer Applications in Archaeology article Earth and Planetary Sciences Archaeological Research and Protection Open access

  3

  citations
• Energy Efficient ECG Classifier Using Smart Lead Switching and Apache TVM

  2023 International Conference on Machine Learning and Applications conference-paper Medicine ECG Monitoring and Analysis

  0

  citations
• MultiGML: Multimodal graph machine learning for prediction of adverse drug events

  2023 Heliyon article Computer Science Computational Drug Discovery Methods Open access

  22

  citations
• MultiGML: Multimodal Graph Machine Learning for Prediction of Adverse Drug Events

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

  3

  citations
• Dynamics Modeling of Industrial Robots Using Transformer Networks

  2022 IEEE International Conference on Robotic Computing (IRC) conference-paper Engineering Robotic Mechanisms and Dynamics

  5

  citations
• Consistency of Feature Importance Algorithms for Interpretable EEG Abnormality Detection

  2022 Studies in health technology and informatics book-chapter Computer Science Explainable Artificial Intelligence (XAI) Open access

  5

  citations
• Predicting Clinical Endpoints and Visual Changes with Quality-Weighted Tissue-based Renal Histological Features

  2022 medRxiv preprint Computer Science AI in cancer detection Open access

  0

  citations

10 results