Research output per year
Research output per year
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Dive into the research topics where Ayan Banerjee is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Detection of Unknown Errors in Human-Centered Systems
Maity, A., Banerjee, A. & Gupta, S. K. S., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 176-191 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15309 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Detection of Unknown-Unknowns in Human-in-Loop Human-in-Plant Safety Critical Systems
Maity, A., Banerjee, A. & Gupta, S. K. S., 2025, In: IEEE Transactions on Artificial Intelligence. 6, 9, p. 2526-2541 16 p.Research output: Contribution to journal › Article › peer-review
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Enhancement of Stress ECG Performance with Machine Learning: A Single-Center Study
Banerjee, A., Salian, R. S., Vemulapalli, H. S., Sriramoju, A. K., Prajapati, P., Rodriguez-Riascos, J. F., Muthu, P., Iyengar, S. K., Shen, W., Gupta, S. K. S. & Srivathsan, K., Oct 2025, In: JACC: Advances. 4, 10, 102141.Research output: Contribution to journal › Article › peer-review
Open Access -
Generating Customized Prompts for Zero-Shot Rare Event Medical Image Classification Using LLM
Kamboj, P., Banerjee, A., Xu, B. & Gupta, S., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Model Recovery at the Edge under Resource Constraints for Physical AI
Xu, B., Banerjee, A. & Gupta, S. K. S., Oct 21 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 3904-3911 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Projects
- 6 Finished
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STC PERFORM: CAESER continuous mobile CAD risk assessment technology
Gupta, S. (CoI) & Banerjee, A. (PI)
5/1/23 → 4/30/25
Project: Research project
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Development and evaluation of a novel algorithm for automated insulin delivery control for pregnant women with type 1 diabetes
Gupta, S. (PI) & Banerjee, A. (CoI)
Leona M and Harry B Helmsley Charitable Trust
12/1/22 → 11/30/24
Project: Research project
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Harnessing Non-Glucose Feedback Signals for Automatic Glucose Control in Type 1 Diabetes: Confronting Exercise-Safety and Stress-Aware Control
Banerjee, A. (CoI) & Gupta, S. (PI)
Juvenile Diabetes Research Foundation International (JDRF)
6/11/21 → 9/15/21
Project: Research project
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Point of Care AI enabled Insulin Management Feedback for patients with Diabetes Mellitus and Medical Providers
Gupta, S. (PI) & Banerjee, A. (CoI)
3/1/20 → 12/31/20
Project: Research project
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Mayo Clinic Faculty Summer Residency Program 2019
Banerjee, A. (PI)
5/13/19 → 8/14/19
Project: Research project