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Research
Latest papers
Technical note: real-time MLC control and latency measurement optimization with external verification.
Physics in medicine and biology · 2026 · senior author
Towards robust deep learning-based autosegmentation in MRI-planned gynecological brachytherapy: Importance of scalable development and comprehensive evaluation.
Brachytherapy · 2026
A hybrid PCA acceleration method for rapid real-time 2D MRI.
Physics in medicine and biology · 2024
Latest funding
- $550,800
Towards the non-invasive, most accurate radiotherapy of mobile tumours in a hybrid linac-MR system
CIHR · 2020 · Nominated PI
19 publications.
Technical note: real-time MLC control and latency measurement optimization with external verification.
Schultz B, Rathee S, Fallone BG, Yun J
Towards robust deep learning-based autosegmentation in MRI-planned gynecological brachytherapy: Importance of scalable development and comprehensive evaluation.
Oliva PJ, Ghosh S, Huang F, Wiebe E, Cuartero J, Ghosh S, Boulanger P, Yun J, Punithakumar K, Menon G
A hybrid PCA acceleration method for rapid real-time 2D MRI.
Wright M, Han G, Yun J, Yip E, Gabos Z, Usmani N, Fallone BG, Wachowicz K
Seminal Vesicle Treatment for Localized Prostate Cancer Treated with External Beam Radiotherapy.
Steed T, Chopra N, Yun J, Hill J, Burke B, Ghosh S, Warkentin B, Usmani N
More Is Not Better When It Comes to Treating Rectal Cancer With Multimodal Chemoradiation Beyond the Standard Radiation Dose of 5040 cGy.
Abraham AG, Joseph K, Ghosh S, Yun J, Warkentin BJ, Thai JJ, Cheung WY, Xu Y, Nijjar TS, Severin DM, Tankel K, Fairchild AM, Usmani N
Time domain principal component analysis for rapid, real-time 2D MRI reconstruction from undersampled data.
Wright M, Dietz B, Yip E, Yun J, Gabos Z, Fallone BG, Wachowicz K
Dosimetric Parameters Predicting Late Small Bowel Toxicity in Patients With Rectal Cancer Receiving Neoadjuvant Chemoradiation.
Abraham AG, Usmani N, Warkentin B, Thai J, Yun J, Ghosh S, Cheung W, Xu Y, Nijjar T, Severin D, Tankel K, Fairchild A, Joseph K
Single patient convolutional neural networks for real-time MR reconstruction: coherent low-resolution versus incoherent undersampling.
Dietz B, Yun J, Yip E, Gabos Z, Fallone BG, Wachowicz K
Single patient convolutional neural networks for real-time MR reconstruction: a proof of concept application in lung tumor segmentation for adaptive radiotherapy.
Dietz B, Yun J, Yip E, Gabos Z, Fallone BG, Wachowicz K
Tracking tumor boundary using point correspondence for adaptive radio therapy.
Tahmasebi N, Boulanger P, Yun J, Fallone BG, Punithakumar K
Towards the non-invasive, most accurate radiotherapy of mobile tumours in a hybrid linac-MR system
Principal investigators: Yun, Jihyun
Keywords: Artificial Intelligence; Cancer; Linac-Mr; Linear Accelerator; Medical Physics; Motion Compensation; Mri; Organ Motion; Radiotherapy; Tracking
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Oncology
- Medical Physics
- Electrical and Computer Engineering
- Medicine
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