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Application of Artificial Intelligence Methods for Imaging of Spinal Metastasis.
Ong W, Zhu L, Zhang W, Kuah T, Lim DSW, Low XZ, Thian YL, Teo EC, Tan JH, Kumar N, Vellayappan BA, Ooi BC, Quek ST, Makmur A, Hallinan JTPD. Ong W, et al. Among authors: low xz. Cancers (Basel). 2022 Aug 20;14(16):4025. doi: 10.3390/cancers14164025. Cancers (Basel). 2022. PMID: 36011018 Free PMC article. Review.
Deep Learning Model for Classifying Metastatic Epidural Spinal Cord Compression on MRI.
Hallinan JTPD, Zhu L, Zhang W, Lim DSW, Baskar S, Low XZ, Yeong KY, Teo EC, Kumarakulasinghe NB, Yap QV, Chan YH, Lin S, Tan JH, Kumar N, Vellayappan BA, Ooi BC, Quek ST, Makmur A. Hallinan JTPD, et al. Among authors: low xz. Front Oncol. 2022 May 4;12:849447. doi: 10.3389/fonc.2022.849447. eCollection 2022. Front Oncol. 2022. PMID: 35600347 Free PMC article.
Deep Learning Model for Grading Metastatic Epidural Spinal Cord Compression on Staging CT.
Hallinan JTPD, Zhu L, Zhang W, Kuah T, Lim DSW, Low XZ, Cheng AJL, Eide SE, Ong HY, Muhamat Nor FE, Alsooreti AM, AlMuhaish MI, Yeong KY, Teo EC, Barr Kumarakulasinghe N, Yap QV, Chan YH, Lin S, Tan JH, Kumar N, Vellayappan BA, Ooi BC, Quek ST, Makmur A. Hallinan JTPD, et al. Among authors: low xz. Cancers (Basel). 2022 Jun 30;14(13):3219. doi: 10.3390/cancers14133219. Cancers (Basel). 2022. PMID: 35804990 Free PMC article.
Diagnostic Accuracy of CT for Metastatic Epidural Spinal Cord Compression.
Hallinan JTPD, Ge S, Zhu L, Zhang W, Lim YT, Thian YL, Jagmohan P, Kuah T, Lim DSW, Low XZ, Teo EC, Barr Kumarakulasinghe N, Yap QV, Chan YH, Tan JH, Kumar N, Vellayappan BA, Ooi BC, Quek ST, Makmur A. Hallinan JTPD, et al. Among authors: low xz. Cancers (Basel). 2022 Aug 31;14(17):4231. doi: 10.3390/cancers14174231. Cancers (Basel). 2022. PMID: 36077767 Free PMC article.
A deep learning-based technique for the diagnosis of epidural spinal cord compression on thoracolumbar CT.
Hallinan JTPD, Zhu L, Tan HWN, Hui SJ, Lim X, Ong BWL, Ong HY, Eide SE, Cheng AJL, Ge S, Kuah T, Lim SWD, Low XZ, Teo EC, Yap QV, Chan YH, Kumar N, Vellayappan BA, Ooi BC, Quek ST, Makmur A, Tan JH. Hallinan JTPD, et al. Among authors: low xz. Eur Spine J. 2023 Nov;32(11):3815-3824. doi: 10.1007/s00586-023-07706-4. Epub 2023 Apr 24. Eur Spine J. 2023. PMID: 37093263
Deep learning assessment compared to radiologist reporting for metastatic spinal cord compression on CT.
Hallinan JTPD, Zhu L, Zhang W, Ge S, Muhamat Nor FE, Ong HY, Eide SE, Cheng AJL, Kuah T, Lim DSW, Low XZ, Yeong KY, AlMuhaish MI, Alsooreti AM, Kumarakulasinghe NB, Teo EC, Yap QV, Chan YH, Lin S, Tan JH, Kumar N, Vellayappan BA, Ooi BC, Quek ST, Makmur A. Hallinan JTPD, et al. Among authors: low xz. Front Oncol. 2023 May 4;13:1151073. doi: 10.3389/fonc.2023.1151073. eCollection 2023. Front Oncol. 2023. PMID: 37213273 Free PMC article.
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