Proyectos por año
Perfil personal
Courses Taught
- CS 263: AI in the World
- CS 335: Graphics and Multimedia
- CS 460G: Machine Learning
- CS 684: Special Topics in Vision, Graphics and Multimedia
Research Interests
- Machine Learning
- Computer Vision
- Medical Imaging
Experiencia relacionada con los ODS de las Naciones Unidas
En 2015, los estados miembros de las Naciones Unidas acordaron 17 Objetivos de Desarrollo Sostenible (ODS) para erradicar la pobreza, proteger el planeta y garantizar la prosperidad para todos. El trabajo de esta persona contribuye al logro de los siguientes ODS:
Cuantificación de educación / académica
Doctor of Philosophy, University Of California - Los Angeles
2020
Master of Science, Delaware State College
2016
Bachelor of Science, University Of Rajshahi
2012
Huella digital
- 1 Perfiles similares
Colaboraciones y áreas de investigación principales de los últimos cinco años
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RII Track-1: Climate Resilience through Multidisciplinary Big Data Learning, Prediction & Building Response Systems (CLIMBS)
Andrews, R. (PI), Blandford, B. (CoI), Brown, S. (CoI), Bryson, L. (CoI), Carpenter, S. (CoI), Chen, M. (CoI), Crawford, M. (CoI), Crofcheck, C. (CoI), Dortch, J. (CoI), Erhardt, A. (CoI), Felima, C. (CoI), Fox, J. (CoI), Imran, A.-A.-Z. (CoI), McGlue, M. (CoI), Moecher, D. (CoI), Swallom, M. (CoI), Thigpen, J. (CoI), Wang, Z. (CoI), Woolery, E. (CoI), Zhu, J. (CoI), Tobin, B. (Former CoI) & Yeager, K. (Former CoI)
7/1/24 → 6/30/29
Proyecto: Research project
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KY EPSCoR: FY25: Climate Resilience through Multidisciplinary Big Data Learning, Prediction & Building Response Systems (CLIMBS) Match for 3200006309
Imran, A.-A.-Z. (PI) & Andrews, R. (CoI)
7/1/24 → 6/30/26
Proyecto: Research project
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DiffNA: Reliable Generative Medical AI with Conditional Noise and Anatomy Guidance
Imran, A.-A.-Z. (PI)
University of Kentucky UNITE Research Priority Area
8/1/24 → 7/31/25
Proyecto: Research project
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DermDiff: A Diffusion-based Multitasking Dermatology AI for Bias-Free Diagnosis
Imran, A.-A.-Z. (PI)
University of Kentucky UNITE Research Priority Area
7/1/23 → 6/30/24
Proyecto: Research project
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Federated Reprogramming Knowledge Distillation for Medical Image Classification
Mahanipour, A., Imran, A. A. Z. & Khamfroush, H., 2026, Bridging Regulatory Science and Medical Imaging Evaluation; and Distributed, Collaborative, and Federated Learning - 1st International Workshop, BRIDGE 2025, and 6th International Workshop, DeCaF 2025, Held in Conjunction with MICCAI 2025, Proceedings. Zamzmi, G., Reinke, A., Samala, R., Jiang, M., Li, X., Roth, H., Sidulova, M., Kooi, T., Albarqouni, S., Bakas, S. & Rieke, N. (eds.). p. 143-152 10 p. (Lecture Notes in Computer Science; vol. 16135 LNCS).Producción científica: Conference contribution › revisión exhaustiva
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Annotation-Efficient Task Guidance for Medical Segment Anything
Ward, T. & Al Zubaer Imran, A., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. (Proceedings - International Symposium on Biomedical Imaging).Producción científica: Conference contribution › revisión exhaustiva
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Automated estimation of individualized organ-specific dose and noise from clinical CT scans
Wang, S., Medrano, M. J., Imran, A. A. Z., Lee, W., Cao, J. J., Stevens, G. M., Tse, J. R. & Wang, A. S., feb 2 2025, En: Physics in Medicine and Biology. 70, 3, 035014.Producción científica: Article › revisión exhaustiva
2 Citas (Scopus) -
Deep learning advances in breast medical imaging with a focus on clinical readiness and radiologists’ perspective
Oladimeji, O. O., Imran, A. A. Z., Wang, X. & Unnikrishnan, S., sept 2025, En: Image and Vision Computing. 161, 105601.Producción científica: Article › revisión exhaustiva
1 Cita (Scopus) -
Low-dose computed tomography perceptual image quality assessment
Lee, W., Wagner, F., Galdran, A., Shi, Y., Xia, W., Wang, G., Mou, X., Ahamed, M. A., Imran, A. A. Z., Oh, J. E., Kim, K., Baek, J. T., Lee, D., Hong, B., Tempelman, P., Lyu, D., Kuiper, A., van Blokland, L., Calisto, M. B. & Hsieh, S. y 6 otros, , ene 2025, En: Medical Image Analysis. 99, 103343.Producción científica: Short survey › revisión exhaustiva
Acceso abierto16 Citas (Scopus)