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    Article

    A Comparative Study of Performance Between Federated Learning and Centralized Learning Using Pathological Image of Endometrial Cancer

    Federated learning, an innovative artificial intelligence training method, offers a secure solution for institutions to collaboratively develop models without sharing raw data. This approach offers immense pro...

    Jong Chan Yeom, Jae Hoon Kim, Young Jae Kim in Journal of Imaging Informatics in Medicine (2024)

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    Article

    Predicting Mismatch Repair Deficiency Status in Endometrial Cancer through Multi-Resolution Ensemble Learning in Digital Pathology

    For molecular classification of endometrial carcinoma, testing for mismatch repair (MMR) status is becoming a routine process. Mismatch repair deficiency (MMR-D) is caused by loss of expression in one or more ...

    Jongwook Whangbo, Young Seop Lee in Journal of Imaging Informatics in Medicine (2024)

  3. Article

    Open Access

    Somatostatin receptor 2 (SSTR2) expression is associated with better clinical outcome and prognosis in rectal neuroendocrine tumors

    Somatostatin analogues have recently been used as therapeutic targets for metastatic or surgically unresectable gastroenteropancreatic (GEP) neuroendocrine tumors (NETs), and associated somatostatin receptor (...

    Joo Young Kim, Jisup Kim, Yong-il Kim, Dong-Hoon Yang, Changhoon Yoo in Scientific Reports (2024)

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    Article

    Oncological outcomes according to the treatment modality based on the size of rectal neuroendocrine tumors: a single-center retrospective study

    Owing to an increased number of colonoscopy screenings, the incidence of diagnosed rectal neuroendocrine tumors (NETs) has also increased. Tumor size is one of the most frequently regarded factors when selecti...

    Jimin Son, In Ja Park, Dong-Hoon Yang, Jisup Kim, Kyoung-Jo Kim in Surgical Endoscopy (2022)

  5. Article

    Open Access

    Anchoring the snare tip is a feasible endoscopic mucosal resection method for small rectal neuroendocrine tumors

    Small rectal neuroendocrine tumors (NETs) can be treated using cap-assisted endoscopic mucosal resection (EMR-C), which requires additional effort to apply a dedicated cap and snare. We aimed to evaluate the f...

    Jeongseok Kim, Jisup Kim, Eun Hye Oh, Nam Seok Ham, Sung Wook Hwang in Scientific Reports (2021)