Sergei Bedrikovetski

Sergei Bedrikovetski

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.

Current projects:

Artificial Intelligence

1) Artificial Intelligence applicability to cancer prognosis and prediction.

2) Artificial intelligence may help predict lymph node status on staging imaging for colorectal cancer

AI techniques for colon cancer diagnosis

Inflammatory Bowel Disease

3) What is the optimal treatment strategy considering efficacy, safety and cost-effectiveness (immunomodulators, biologics, surgery, combinations) in IBD management ?

 

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  • Journals
    Year Citation
    2021 Bedrikovetski, S., Dudi-Venkata, N. N., Kroon, H. M., & Sammour, T. (2021). The Authors Reply. Diseases of the colon and rectum, 64(4), e77.
    DOI
    2021 Bedrikovetski, S., Dudi-Venkata, N. N., Maicas, G., Kroon, H. M., Seow, W., Carneiro, G., . . . Sammour, T. (2021). Artificial intelligence for the diagnosis of lymph node metastases in patients with abdominopelvic malignancy: A systematic review and meta-analysis. Artificial Intelligence in Medicine, 113, 102022.
    DOI
    2021 Grupa, V. E. M., Kroon, H. M., Ozmen, I., Bedrikovetski, S., Dudi-Venkata, N. N., Hunter, R. A., & Sammour, T. (2021). Current practice in Australia and New Zealand for defunctioning ileostomy after rectal cancer surgery with anastomosis: Analysis of the Binational Colorectal Cancer Audit. Colorectal Disease.
    DOI
    2020 Sammour, T., & Bedrikovetski, S. (2020). Radiomics for Diagnosing Lateral Pelvic Lymph Nodes in Rectal Cancer: Artificial Intelligence Enabling Precision Medicine?. Annals of Surgical Oncology, 27(11), 4082-4083.
    DOI Scopus1 WoS1
    2020 Dudi-Venkata, N. N., Lee, Y. D., Beh, Y. Z., Bedrikovetski, S., Kroon, H. M., Moore, J. W., . . . Sammour, T. (2020). The Impact of Laxatives on the Return of Gastrointestinal Function After Elective Colorectal Surgery : A Propensity Score-Matched Analysis.. The American surgeon, 3134820951469.
    DOI
    2020 van Harten, M. J., Greenwood, E. B., Bedrikovetski, S., Dudi Venkata, N., Hunter, R. A., Kroon, H. M., & Sammour, T. (2020). Minimally invasive surgery in elderly patients with rectal cancer: An analysis of the Bi-National Colorectal Cancer Audit (BCCA).. Eur J Surg Oncol, 46(9), 1649-1655.
    DOI
    2020 Van Harten, M., Greenwood, E., Bedrikovetski, S., Dudi-Venkata, N., Hunter, R., Kroon, H., & Sammour, T. (2020). Corrigendum to “Rectal Cancer Treatment Outside of the Screening Age in Australia and New Zealand: An Analysis of the Bi-National Colorectal Cancer Audit (BCCA)” [Eur J Surg Oncol 46/2 (2020) e106-e106] (European Journal of Surgical Oncology (2020) 46/2, (S0748798319311862), (10.1016/j.ejso.2019.11.263)). European Journal of Surgical Oncology, 46(6), 1200.
    DOI
    2020 Ceuppens, C., Dudi Venkata, N. N., Lee, Y. D., Beh, Y. Z., Bedrikovetski, S., Thomas, M. L., . . . Sammour, T. (2020). Feasibility study of an online modifiable Enhanced Recovery After Surgery protocol with specific focus on opioid avoidance.. ANZ J Surg, 90(10), 1947-1952.
    DOI Scopus1 WoS1 Europe PMC1
    2020 Dudi-Venkata, N. N., Seow, W., Kroon, H. M., Bedrikovetski, S., Moore, J. W., Thomas, M. L., & Sammour, T. (2020). Safety and efficacy of laxatives after major abdominal surgery: systematic review and meta-analysis. BJS Open, 4(4), 577-586.
    DOI
    2020 Dudi Venkata, N., Kroon, H. M., Bedrikovetski, S., Moore, J. W., & Sammour, T. (2020). Systematic scoping review of enhanced recovery protocol recommendations targeting return of gastrointestinal function after colorectal surgery. ANZ Journal of Surgery, 90(1-2), 41-47.
    DOI Scopus2 WoS3 Europe PMC3
    2020 Bedrikovetski, S., Liu, J., Dudi-Venkata, N. N., Kroon, H. M., 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, 82(4), 585-591.
    DOI
    2020 Dudi Venkata, N. N., Kroon, H., Bedrikovetski, S., Moore, J., Thomas, M., & Sammour, T. (2020). A global survey of surgeons' preferences and practice with regard to laxative use after elective colorectal surgery. International Journal of Colorectal Disease, 35(4), 759-763.
    DOI
    2020 Bedrikovetski, S., Dudi Venkata, N. N., Kroon, H., Moore, J., Hunter, R., & Sammour, T. (2020). Outcomes of Minimally Invasive Versus Open Proctectomy for Rectal Cancer: A Propensity-Matched Analysis of Bi-National Colorectal Cancer Audit Data.. Diseases of the Colon and Rectum, 63(6), 778-787.
    DOI Scopus2 WoS1
    2019 Kroon, H. M., Dudi-Venkata, N. N., Bedrikovetski, S., Thomas, M. L., Kelly, M. E., Aalbers, A. G. J., . . . Palmer, G. (2019). Palliative pelvic exenteration: A systematic review of patient-centered outcomes. European Journal of Surgical Oncology, 45(10), 1787-1795.
    DOI Scopus3 WoS3
    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.
    DOI
    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 Bedrikovetski, S., Dudi-Venkata, N., Kroon, H. M., Liu, J., Andrews, J. M., Lewis, M., . . . Sammour, T. (2019). Systematic review of rectal stump management during and after emergency total colectomy for acute severe ulcerative colitis. ANZ J Surg, 89(12), 1556-1560.
    DOI Scopus2 Europe PMC1

  • Conference Papers
    Year Citation
    2020 Glaser, S., Maicas Suso, G., Bedrikovetski, S., Sammour, T., & Carneiro, G. (2020). Semi-supervised multi-domain multi-task training for metastatic colon lymph node diagnosis from abdominal CT. In Proceedings of the IEEE 17th International Symposium on Biomedical Imaging (ISBI 2020) Vol. 2020-April (pp. 1478-1481). Iowa City, Iowa, USA: IEEE.
    DOI Scopus1

  • Conference Items
    Year Citation
    2020 Kroon, H. M., Malakorn, S., Dudi-Venkata, N. N., Bedrikovetski, S., Liu, J., Bednarski, B., . . . Sammour, T. (2020). Lateral Lymph Node Dissection After Neoadjuvant (Chemo) radiotherapy May Improve Oncological Outcomes in Western Patients with Low Rectal Cancer.. Poster session presented at the meeting of ANNALS OF SURGICAL ONCOLOGY. Boston, MA: SPRINGER.
    2020 Bedrikovetski, S., Dudi-Venkata, N. N., Kroon, H. M., Moore, J. W., Hunter, R. A., & Sammour, T. (2020). RESULTS OF MINIMALLY INVASIVE VERSUS OPEN PROCTECTOMY FOR RECTAL CANCER: A PROPENSITY ANALYSIS OF BINATIONAL COLORECTAL CANCER AUDIT DATA. Poster session presented at the meeting of DISEASES OF THE COLON & RECTUM. LIPPINCOTT WILLIAMS & WILKINS.
    2020 Kroon, H. M., Malakorn, S., Dudi-Venkata, N. N., Bedrikovetski, S., Liu, J., Bednarski, B. K., . . . Sammour, T. (2020). Lateral lymph node dissection after neoadjuvant (chemo)radiotherapy may improve oncological outcomes in Western patients with low rectal cancer. Poster session presented at the meeting of JOURNAL OF CLINICAL ONCOLOGY. San Francisco, CA: AMER SOC CLINICAL ONCOLOGY.
    WoS1

eHealth Innovation Grant 2019 ($59,900)

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