İlkay Öksüz - Publications, H-index & Citations

İlkay Öksüz

istanbul technical university

22H指数

143论文数

2.4K被引数

收录论文 31

发表时间

Optimized K-Space Under-sampling for Brain MRI Reconstruction with Reinforcement Learning 基于强化学习的脑部MRI重建优化K空间欠采样

Pattern Recognition Letters

IF3.3

2026-03-03

PREAI

Ruru Xu; Ilkay Oksuz

Pix2Pix generative-adversarial network in improving the quality of T2-weighted prostate magnetic resonance imaging: a multi-reader study

DIAGNOSTIC AND INTERVENTIONAL RADIOLOGY

IF1.7

2025-11-01

PREAI

Bazar, Yeliz; Kartal, Mustafa Said; Seker, Mustafa Ege; Alis, Deniz; Seker, Delal; Orman, Mujgan; Sirolu, Sabri; Kurtcan, Serpil; Arslan, Aydan; Denizoglu, Nurper; Oksuz, Ilkay; Karaarslan, Ercan

Machine learning-based prediction of N2 lymph node metastasis in non-small cell lung cancer 基于机器学习的非小细胞肺癌N2淋巴结转移预测

BMC Pulmonary Medicine

IF2.8

2025-10-08

OAAI

Eren Erdogdu; İlkay Öksüz; Salih Duman; Berker Ozkan; Sukru Mehmet Erturk; Doğu Vurallı Bakkaloğlu; Murat Kara; Alper Toker

Spatiotemporal XAI: Explaining video regression models in echocardiography videos for ejection fraction prediction 时空可解释人工智能：解释超声心动图视频中用于射血分数预测的视频回归模型

Image and Vision Computing

IF4.2

2025-08-08

PREAI

Yakup Abrek Er; Arda Guler; Mehmet Cagri Demir; Hande Uysal; Gamze Babur Guler; Ilkay Oksuz

A reinforcement learning approach for optimized MRI sampling with region-specific fidelity 一种用于区域特定保真度优化的MRI采样强化学习方法

NEUROCOMPUTING

IF6.5

2025-07-01

PREAI

Xu, Ruru; Oksuz, Ilkay

Interpretable ECG analysis for myocardial infarction detection through counterfactuals

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-04-01

OAAI

Tanyel, Toygar; Atmaca, Sezgin; Gokce, Kaan; Balik, M. Yigit; Guler, Arda; Aslanger, Emre; Oksuz, Ilkay

Segmentation-aware MRI subsampling for efficient cardiac MRI reconstruction with reinforcement learning 基于分割感知的MRI子采样，用于增强学习的高效心脏MRI重建

IMAGE AND VISION COMPUTING

IF4.2

2024-10-01

PREAI

Xu, Ruru; Oksuz, Ilkay

GLIMS: Attention-guided lightweight multi-scale hybrid network for volumetric semantic segmentation GLIMS: 用于体积语义分割的注意力引导的轻量级多尺度混合网络

IMAGE AND VISION COMPUTING

IF4.2

2024-06-01

OAAI

Yazici, Ziya Ata; Oksuz, Ilkay; Ekenel, Hazim Kemal

3D printing of an artificial intelligence-generated patient-specific coronary artery segmentation in a support bath

BIOMEDICAL MATERIALS

IF3.7

2024-04-26

OAAI

Sokmen, Serkan; Cakmak, Soner; Oksuz, Ilkay

Quantitative evaluation of Saliency-Based Explainable artificial intelligence (XAI) methods in Deep Learning-Based mammogram analysis 基于深度学习的乳房x线照片分析中基于显著性的可解释人工智能 (XAI) 方法的定量评估

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2024-04-01

OAAI

Cerekci, Esma; Alis, Deniz; Denizoglu, Nurper; Camurdan, Ozden; Seker, Mustafa Ege; Ozer, Caner; Hansu, Muhammed Yusuf; Tanyel, Toygar; Oksuz, Ilkay; Karaarslan, Ercan

Deep learning for assessing image quality in bi-parametric prostate MRI: A feasibility study

EUROPEAN JOURNAL OF RADIOLOGY

IF3.3

2023-08-01

OAAI

Alis, Deniz; Kartal, Mustafa Said; Seker, Mustafa Ege; Guroz, Batuhan; Basar, Yeliz; Arslan, Aydan; Sirolu, Sabri; Kurtcan, Serpil; Denizoglu, Nurper; Tuzun, Umit; Yildirim, Duzgun; Oksuz, Ilkay; Karaarslan, Ercan

MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images

MEDICAL IMAGE ANALYSIS

IF11.8

2023-07-01

OAAI

Li, Lei; Wu, Fuping; Wang, Sihan; Luo, Xinzhe; Martin-Isla, Carlos; Zhai, Shuwei; Zhang, Jianpeng; Liu, Yanfei; Zhang, Zhen; Ankenbrand, Markus J.; Jiang, Haochuan; Zhang, Xiaoran; Wang, Linhong; Arega, Tewodros Weldebirhan; Altunok, Elif; Zhao, Zhou; Li, Feiyan; Ma, Jun; Yang, Xiaoping; Puybareau, Elodie; Oksuz, Ilkay; Bricq, Stephanie; Li, Weisheng; Punithakumar, Kumaradevan; Tsaftaris, Sotirios A.; Schreiber, Laura M.; Yang, Mingjing; Liu, Guocai; Xia, Yong; Wang, Guotai; Escalera, Sergio; Zhuang, Xiahai

Anatomically guided self-adapting deep neural network for clinically significant prostate cancer detection on bi-parametric MRI: a multi-center study 解剖学引导的自适应深度神经网络在双参数MRI上检测具有临床意义的前列腺癌: 一项多中心研究

INSIGHTS INTO IMAGING

IF4.5

2023-06-19

OAAI

Karagoz, Ahmet; Alis, Deniz; Seker, Mustafa Ege; Zeybel, Gokberk; Yergin, Mert; Oksuz, Ilkay; Karaarslan, Ercan

Automated LVO detection and collateral scoring on CTA using a 3D self-configuring object detection network: a multi-center study

SCIENTIFIC REPORTS

IF3.9

2023-05-31

OAAI

Bagcilar, Omer; Alis, Deniz; Alis, Ceren; Seker, Mustafa Ege; Yergin, Mert; Ustundag, Ahmet; Hikmet, Emil; Tezcan, Alperen; Polat, Gokhan; Akkus, Ahmet Tugrul; Alper, Fatih; Velioglu, Murat; Yildiz, Omer; Selcuk, Hakan Hatem; Oksuz, Ilkay; Kizilkilic, Osman; Karaarslan, Ercan

A Survey on Shape-Constraint Deep Learning for Medical Image Segmentation

IEEE REVIEWS IN BIOMEDICAL ENGINEERING

IF12

2023-01-01

OAAI

Bohlender, Simon; Oksuz, Ilkay; Mukhopadhyay, Anirban

Deep Learning-Based Meniscus Tear Detection From Accelerated MRI 基于深度学习的加速MRI半月板撕裂检测

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Harman, Fatma; Selver, Mustafa Alper; Baris, Mustafa Mahmut; Canturk, Ali; Oksuz, Ilkay

Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels 基于块注意和可切换归一化的视网膜血管分割深度学习框架

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Deari, Sabri; Oksuz, Ilkay; Ulukaya, Sezer

Neural network dose prediction for rectal spacer stratification in dose-escalated prostate radiotherapy

MEDICAL PHYSICS

IF3.2

2022-03-11

OAAI

Thomas, Christopher; Dregely, Isabel; Oksuz, Ilkay; Urbano, Teresa Guerrero; Greener, Tony; King, Andrew P.; Barrington, Sally F.

A joint convolutional-recurrent neural network with an attention mechanism for detecting intracranial hemorrhage on noncontrast head CT

SCIENTIFIC REPORTS

IF3.9

2022-02-08

OAAI

Alis, Deniz; Alis, Ceren; Yergin, Mert; Topel, Cagdas; Asmakutlu, Ozan; Bagcilar, Omer; Senli, Yeseren Deniz; Ustundag, Ahmet; Salt, Vefa; Dogan, Sebahat Nacar; Velioglu, Murat; Selcuk, Hakan Hatem; Kara, Batuhan; Ozer, Caner; Oksuz, Ilkay; Kizilkilic, Osman; Karaarslan, Ercan

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2021-09-01

OAAI

Xue, Wufeng; Li, Jiahui; Hu, Zhiqiang; Kerfoot, Eric; Clough, James; Oksuz, Ilkay; Xu, Hao; Grau, Vicente; Guo, Fumin; Ng, Matthew; Li, Xiang; Li, Quanzheng; Liu, Lihong; Ma, Jin; Grinias, Elias; Tziritas, Georgios; Yan, Wenjun; Atehortua, Angelica; Garreau, Mireille; Jang, Yeonggul; Debus, Alejandro; Ferrante, Enzo; Yang, Guanyu; Hua, Tiancong; Li, Shuo

研究方向