Mustafa Ümit ÖNER

Mustafa Ümit ÖNER

National University of Singapore - Queenstown / Singapore
Engineering & Technology / Computer Science
AD Scientific Index ID: 401916
Universiti Nasional Singapura
person_outline Mustafa Ümit ÖNER's MOST POPULAR ARTICLES
1-) Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancerBE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ...Jama 318 (22), 2199-2210, 201720672017
2-) Obtaining spatially resolved tumor purity maps using deep multiple instance learning in a pan-cancer studyMU Oner, J Chen, E Revkov, A James, SY Heng, AN Kaya, JJS Alvarez, ...Patterns 3 (2), 2022142022
3-) Distribution based MIL pooling filters: Experiments on a lymph node metastases datasetMU Oner, JMS Kye-Jet, HK Lee, WK SungMedical Image Analysis 87, 102813, 202310*2023
4-) Training machine learning models on patient level data segregation is crucial in practical clinical applicationsMU Oner, YC Cheng, HK Lee, WK SungmedRxiv, 2020102020
5-) Neural networks detect inter-turn short circuit faults using inverter switching statistics for a closed-loop controlled motor driveMU Oner, İ Şahin, O KeysanIEEE Transactions on Energy Conversion 38 (4), 2387-2395, 20237*2023