Irina Fedulova
Publications by Year
Research Areas
Topic Modeling, Radiomics and Machine Learning in Medical Imaging, Natural Language Processing Techniques, Multimodal Machine Learning Applications, COVID-19 diagnosis using AI
Most-Cited Works
- → Brain-Computer Interface Based on Generation of Visual Images(2011)140 cited
- → Anomaly Detection in Medical Imaging With Deep Perceptual Autoencoders(2021)137 cited
- → Performance Evaluation of Existing De Novo Sequencing Algorithms(2006)104 cited
- → Medical image captioning via generative pretrained transformers(2023)92 cited
- → MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images(2022)57 cited
- → Low cost high performance uncertainty quantification(2009)47 cited
- → Perceptual Image Anomaly Detection(2020)27 cited
- → Semiempirical Molecular Dynamics (SEMD) I: Midpoint-Based Parallel Sparse Matrix–Matrix Multiplication Algorithm for Matrices with Decay(2015)24 cited
- → Active Learning with Deep Pre-trained Models for Sequence Tagging of Clinical and Biomedical Texts(2019)24 cited
- → Low‐cost data uncertainty quantification(2011)22 cited