Higher Degree by Research Candidate
Adelaide Medical School
Faculty of Health and Medical Sciences
My research is based in the area of Medical Image Analysis, Machine Learning and Artificial Intelligence, focusing primarily on the role of computer systems detecting metastatic lymph nodes on staging imaging for colorectal cancer.
My research is based in the area of Medical Image Analysis, Machine Learning and Artificial Intelligence, focusing primarily on the role of computer systems to detect metastatic lymph nodes on staging imaging for colorectal cancer.
1) Artificial Intelligence applicability to cancer prognosis and prediction.
2) Artificial intelligence may help predict lymph node status on staging imaging for colorectal cancer
Inflammatory Bowel Disease
3) What is the optimal treatment strategy considering efficacy, safety and cost-effectiveness (immunomodulators, biologics, surgery, combinations) in IBD management ?
Year Citation 2020 Bedrikovetski, S., Liu, J., Dudi Venkata, N. N., Kroon, H., Lewis, M., lawrence, M., . . . Sammour, T. (2020). Rectal Stump Management After Subtotal Colectomy for Severe Colitis, In or Out? A Retrospective Cohort Study. Indian Journal of Surgery.
2019 Bedrikovetski, S., Dudi-Venkata, N., Kroon, H., Liu, J., Andrews, J., Lewis, M., . . . Sammour, T. (2019). Systematic review of rectal stump management during and after emergency total colectomy for acute severe ulcerative colitis. ANZ Journal of Surgery, 89(12), 1556-1560.
2019 Dudi Venkata, N., Kroon, H. M., Bedrikovetski, S., Moore, J. W., & Sammour, T. (2019). Systematic scoping review of enhanced recovery protocol recommendations targeting return of gastrointestinal function after colorectal surgery. ANZ Journal of Surgery, OnlinePubl, 1-7.
2019 Kroon, H., Dudi-Venkata, N., Bedrikovetski, S., Thomas, M., Kelly, M., Aalbers, A., . . . Palmer, G. (2019). Palliative pelvic exenteration: A systematic review of patient-centered outcomes. European Journal of Surgical Oncology, 45(10), 1787-1795.
DOI Scopus1 WoS1
2019 Glaser, S., Maicas, G., Bedrikovetski, S., Sammour, T., & Carneiro, G. (2019). Semi-supervised Multi-domain Multi-task Training for Metastatic Colon Lymph Node Diagnosis From Abdominal CT.. CoRR, abs/1910.10371. 2019 Haanappel, A., Kroon, H. M., Schaap, D. P., Bedrikovetski, S., Dudi-Venkata, N. N., Lee, H. X., . . . Sammour, T. (2019). Lateral Lymph Node Metastases in Locally Advanced Low Rectal Cancers May Not Be Treated Effectively With Neoadjuvant (Chemo)Radiotherapy Only.. Front Oncol, 9, 1355.
eHealth Innovation Grant 2019 ($59,900)
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