Publications
Publications
Machine Learning, Deep Learning, Computer Vision, Biomedical Image Analysis, Neuroimaging, Magnetic Resonance Imaging (MRI), Domain Shift, Domain Adaptation, Image Harmonization, Neurodegenerative Disorders
Kushol, Rafsanjany, Sanjay Kalra, and Yee-Hong Yang. "DeepDSMRI: Deep Domain Shift Analyzer for MRI." In Annual Conference on Medical Image Understanding and Analysis, pp. 81-95. Springer, Cham, 2024. https://doi.org/10.1007/978-3-031-66955-2_6. [Publisher: Springer] [Link]
Kushol, Rafsanjany, Pedram Parnianpour, Alan H. Wilman, Sanjay Kalra, and Yee-Hong Yang. "Effects of MRI scanner manufacturers in classification tasks with deep learning models." Scientific Reports 13, no. 1 (2023): 16791. [Publisher: Nature] [Link]
Kushol, Rafsanjany, Collin C. Luk, Avyarthana Dey, Michael Benatar, Hannah Briemberg, Annie Dionne, Nicolas Dupré et al. "SF2Former: Amyotrophic lateral sclerosis identification from multi-center MRI data using spatial and frequency fusion transformer." Computerized Medical Imaging and Graphics 108 (2023): 102279. [Publisher: Elsevier] [Link]
Kushol, Rafsanjany, Alan H. Wilman, Sanjay Kalra, and Yee-Hong Yang. "DSMRI: Domain Shift Analyzer for Multi-Center MRI Datasets." Diagnostics 13, no. 18 (2023): 2947. [Publisher: MDPI] [Link]
Kushol, Rafsanjany, Richard Frayne, Simon J. Graham, Alan H. Wilman, Sanjay Kalra, and Yee-Hong Yang. "Domain adaptation of MRI scanners as an alternative to MRI harmonization." In MICCAI Workshop on Domain Adaptation and Representation Transfer, pp. 1-11. Cham: Springer Nature Switzerland, 2023. [Publisher: Springer Nature] [Link]
Kuan, Li-Hao, Pedram Parnianpour, Rafsanjany Kushol, Neeraj Kumar, Tanushka Anand, Sanjay Kalra, and Russell Greiner. "Accurate personalized survival prediction for amyotrophic lateral sclerosis patients." Scientific Reports 13, no. 1 (2023): 20713. [Publisher: Nature] [Link]
Huo, Dong, Abbas Masoumzadeh, Rafsanjany Kushol, and Yee-Hong Yang. "Blind Image Deconvolution Using Variational Deep Image Prior." IEEE Transactions on Pattern Analysis and Machine Intelligence (2023). [Publisher: IEEE] [Link]
Kushol, Rafsanjany, Abbas Masoumzadeh, Dong Huo, Sanjay Kalra, and Yee-Hong Yang. "Addformer: Alzheimer’s disease detection from structural mri using fusion transformer." In 2022 IEEE 19th International Symposium On Biomedical Imaging (ISBI), pp. 1-5. IEEE, 2022. [Publisher: IEEE] [Link]
Novera, Chowdhury Noushin, Zobayer Ahmed, Rafsanjany Kushol, Peter Wanke, and Md Abul Kalam Azad. "Internet of Things (IoT) in smart tourism: a literature review." Spanish Journal of Marketing-ESIC 26, no. 3 (2022): 325-344. [Link]
Kushol, Rafsanjany, Md Hasanul Kabir, M. Abdullah-Al-Wadud, and Md Saiful Islam. "Retinal blood vessel segmentation from fundus image using an efficient multiscale directional representation technique Bendlets." Mathematical Biosciences and Engineering 17, no. 6 (2020): 7751-7771. [Link]
Kushol, Rafsanjany, and Md Sirajus Salekin. "Rbvs-net: A robust convolutional neural network for retinal blood vessel segmentation." In 2020 IEEE International Conference on Image Processing (ICIP), pp. 398-402. IEEE, 2020. [Publisher: IEEE] [Link]
Ahmed, Tasnim, Md Nishat Raihan, Rafsanjany Kushol, and Md Sirajus Salekin. "A complete bangla optical character recognition system: An effective approach." In 2019 22nd International Conference on Computer and Information Technology (ICCIT), pp. 1-7. IEEE, 2019. [Publisher: IEEE] [Link]
Salekin, Md Sirajus, Ahmad Babaeian Jelodar, and Rafsanjany Kushol. "Cooking state recognition from images using inception architecture." In 2019 International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), pp. 163-168. IEEE, 2019. [Publisher: IEEE] [Link]
Kushol, Rafsanjany, Md Nishat Raihan, Md Sirajus Salekin, and A. B. M. Rahman. "Contrast enhancement of medical x-ray image using morphological operators with optimal structuring element." arXiv preprint arXiv:1905.08545 (2019). [Link]
Kushol, Rafsanjany, Imamul Ahsan, and Md Nishat Raihan. "An Android-based useful text extraction framework using image and natural language processing." International Journal of Computer Theory and Engineering 10, no. 3 (2018): 77-83. [Link]
Kushol, Rafsanjany, Md Hasanul Kabir, Md Sirajus Salekin, and ABM Ashikur Rahman. "Contrast enhancement by top-hat and bottom-hat transform with optimal structuring element: Application to retinal vessel segmentation." In Image Analysis and Recognition: 14th International Conference, ICIAR 2017, Montreal, QC, Canada, July 5–7, 2017, Proceedings 14, pp. 533-540. Springer International Publishing, 2017. [Publisher: Springer] [Link]
Aziz, Talha Ibn, Al Shahriar Rubel, Md Sirajus Salekin, and Rafsanjany Kushol. "Bangla handwritten numeral character recognition using directional pattern." In 2017 20th International Conference of Computer and Information Technology (ICCIT), pp. 1-5. IEEE, 2017. [Publisher: IEEE] [Link]
Kushol, Rafsanjany, Md Sirajus Salekin, Md Hasanul Kabir, and Ashraful Alam Khan. "Copy-move forgery detection using color space and moment invariants-based features." In 2016 International Conference on Digital Image Computing: Techniques and Applications (DICTA), pp. 1-6. IEEE, 2016. [Publisher: IEEE] [Link]