Mustafa Umit Oner

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Multiple Instance Learning

Top Venues

Medical Image Anal.

Publications

Mustafa Umit Oner, Jared Marc Song Kye-Jet, Hwee Kuan Lee, Wing-Kin Sung
Distribution based MIL pooling filters: Experiments on a lymph node metastases dataset. Medical Image Anal. 87 (2023)
Mustafa Umit Oner, Wing-Kin Sung, Hwee Kuan Lee
Oner, Sung, and Lee: Researchers in digital pathology for the future of modern medicine. Patterns 3 (2) (2022)
Mustafa Umit Oner, Jianbin Chen, Egor Revkov, Anne James, Seow Ye Heng, Arife Neslihan Kaya, Jacob Josiah Santiago Alvarez, Angela Takano, Xin Min Cheng, Tony Kiat Hon Lim, Daniel Shao-Weng Tan, Weiwei Zhai, Anders Jacobsen Skanderup, Wing-Kin Sung, Hwee Kuan Lee
Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer study. Patterns 3 (2) (2022)
Mustafa Umit Oner, Mei Ying Ng, Danilo Medina Giron, Cecilia Ee Chen Xi, Louis Ang Yuan Xiang, Malay Singh, Weimiao Yu, Wing-Kin Sung, Chin Fong Wong, Hwee Kuan Lee
An AI-assisted tool for efficient prostate cancer diagnosis in low-grade and low-volume cases. Patterns 3 (12) (2022)
Mustafa Umit Oner, Hwee Kuan Lee, Wing-Kin Sung
Weakly Supervised Clustering by Exploiting Unique Class Count. ICLR (2020)
Mustafa Umit Oner, Jared Marc Song Kye-Jet, Hwee Kuan Lee, Wing-Kin Sung
Studying The Effect of MIL Pooling Filters on MIL Tasks. CoRR (2020)
Mustafa Umit Oner, Hwee Kuan Lee, Wing-Kin Sung
A Weakly Supervised Learning Based Clustering Framework. CoRR (2019)