Research output per year
Research output per year
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Dive into the research topics where Usman Roshan 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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A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation
Xue, Y., Eletta, O., Ady, J. W., Patel, N. M., Bongu, A. & Roshan, U., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. Institute of Electrical and Electronics Engineers Inc., p. 58-64 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback
Xue, Y., Hu, A., Muralidhar, R., Ady, J. W., Bongu, A. & Roshan, U., 2023, Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4167-4171 5 p. (Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images
Yang, Y., Shih, F. Y. & Roshan, U., Mar 15 2022, In: International Journal of Pattern Recognition and Artificial Intelligence. 36, 3, 2254005.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks
Yang, Z., Yang, Y., Xue, Y., Shih, F. Y., Ady, J. & Roshan, U., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y.-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2456-2460 5 p. 9313442. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
5 Scopus citations -
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images
Xue, Y., Farhat, F. G., Boukrina, O., Barrett, A. M., Binder, J. R., Roshan, U. W. & Graves, W. W., 2020, In: NeuroImage: Clinical. 25, 102118.Research output: Contribution to journal › Article › peer-review
Open Access60 Scopus citations
Press/Media
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AI Revolution in the Operating Room: Real-Time Feedback Transforms Surgical Training
2/26/24
1 item of Media coverage
Press/Media: Press / Media
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AI-powered surgical training program provides real-time feedback and instruction
2/26/24
3 items of Media coverage
Press/Media: Press / Media
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Cutting-Edge AI Program to Transform Surgical Training with Real-time Feedback
2/26/24
1 item of Media coverage
Press/Media: Press / Media
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HOT TOPICS OF GENERATIVE AI ARE THE FOCUS OF 2023 DATA SCIENCE SUMMIT
Roshan, U., Du, M., Bader, D. & Xu, M.
11/9/23
1 item of Media coverage
Press/Media: Press / Media
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REVITALIZED DATA SCIENCE CLUB EYES INSIGHTFUL STATISTICS FOR NJIT ATHLETICS
3/30/22
1 item of Media coverage
Press/Media: Press / Media