Publications

OFM Riaz Rahman Aranya, Kevin Desai, "TRACE: Temporal Radiology with Anatomical Change Explanation for Grounded X-ray Report Generation," International Conference on Pattern Recognition (ICPR), 2026. [Project] [arXiv]
[BibTeX]
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OFM Riaz Rahman Aranya, Kevin Desai, TRACE: Temporal Radiology with Anatomical Change Explanation for Grounded X-ray Report Generation, International Conference on Pattern Recognition (ICPR), 2026.
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OFM Riaz Rahman Aranya, Kevin Desai, "SRA-Seg: Synthetic to Real Alignment for Semi-Supervised Medical Image Segmentation," International Conference on Pattern Recognition (ICPR), 2026. [Project] [arXiv]
[BibTeX]
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OFM Riaz Rahman Aranya, Kevin Desai, SRA-Seg: Synthetic to Real Alignment for Semi-Supervised Medical Image Segmentation, International Conference on Pattern Recognition (ICPR), 2026.
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OFM Riaz Rahman Aranya, Kevin Desai, "To Agree or To Be Right? The Grounding-Sycophancy Tradeoff in Medical Vision-Language Models," Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2026. [Project] [arXiv]
[BibTeX]
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OFM Riaz Rahman Aranya, Kevin Desai, To Agree or To Be Right? The Grounding-Sycophancy Tradeoff in Medical Vision-Language Models, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2026, pp. 6874-6882.
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Abu Noman Md Sakib, OFM Riaz Rahman Aranya, Kevin Desai, Zijie Zhang, "Toward Faithful Segmentation Attribution via Benchmarking and Dual-Evidence Fusion," Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2026. [Project]
[BibTeX]
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Abu Noman Md Sakib, OFM Riaz Rahman Aranya, Kevin Desai, Zijie Zhang, Toward Faithful Segmentation Attribution via Benchmarking and Dual-Evidence Fusion, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2026, pp. 4171-4177.
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Mahsin Bin Akram, A H M Nazmus Sakib, OFM Riaz Rahman Aranya, Raveen Wijewickrama, Kevin Desai, Murtuza Jadliwala, "ThermalTap: Passive Application Fingerprinting in VR Headsets via Thermal Side Channels," arXiv preprint, 2026. [arXiv]

[BibTeX]

Mahsin Bin Akram, A H M Nazmus Sakib, OFM Riaz Rahman Aranya, Raveen Wijewickrama, Kevin Desai, Murtuza Jadliwala, ThermalTap: Passive Application Fingerprinting in VR Headsets via Thermal Side Channels, arXiv preprint arXiv:2605.12927, 2026.

Amirhossein Bagherian, OFM Riaz Rahman Aranya, Allison Kosub, et al., "Comprehensive Benchmarking of Deep Learning Approaches for Automated Astrocyte Segmentation in Traumatic Brain Injury," Journal of Neuropathology and Experimental Neurology, 2025.
[BibTeX]
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Amirhossein Bagherian, OFM Riaz Rahman Aranya, Allison Kosub, et al., Comprehensive Benchmarking of Deep Learning Approaches for Automated Astrocyte Segmentation in Traumatic Brain Injury, Journal of Neuropathology and Experimental Neurology, 2025.
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Prottoy Saha, Muhammad Sheikh Sadi, OFM Riaz Rahman Aranya, Sadia Jahan, Ferdib-Al Islam, "COV-VGX: An automated COVID-19 detection system using X-ray images and transfer learning," Informatics in Medicine Unlocked, Volume 26, 2021. [PDF]
[BibTeX]
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P. Saha, M. Sadi, O. Aranya, S. Jahan and F. Islam, "COV-VGX: An automated COVID-19 detection system using X-ray images and transfer learning", Informatics in Medicine Unlocked, vol. 26, pp. 100741, 2021.
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Sunanda Das, OFM Riaz Rahman Aranya, Nishat Naila Labiba, "Brain Tumor Classification Using Convolutional Neural Network," 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), 2019. [PDF]

[BibTeX]

S. Das, O. F. M. R. R. Aranya and N. N. Labiba, "Brain Tumor Classification Using Convolutional Neural Network," 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), Dhaka, Bangladesh, 2019, pp. 1-5.