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Elif Keles
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 14
Top Topics
Medical Image Segmentation
Intensive Care Units
Information Bottleneck
Liver Segmentation
Top Venues
CoRR
MLMI@MICCAI (2)
MLMI@MICCAI
npj Digit. Medicine
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Publications
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Zheyuan Zhang
,
Lanhong Yao
,
Bin Wang
,
Debesh Jha
,
Elif Keles
,
Alpay Medetalibeyoglu
,
Ulas Bagci
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model.
CoRR
(2023)
Elif Keles
,
Ulas Bagci
The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review.
npj Digit. Medicine
6 (2023)
Aliasghar Mortazi
,
Vedat Cicek
,
Elif Keles
,
Ulas Bagci
Selecting the Best Optimizers for Deep Learning based Medical Image Segmentation.
CoRR
(2023)
Lanhong Yao
,
Zheyuan Zhang
,
Ugur Demir
,
Elif Keles
,
Camila Vendrami
,
Emil Agarunov
,
Candice W. Bolan
,
Ivo Schoots
,
Marc Bruno
,
Rajesh Keswani
,
Frank Miller
,
Tamas Gonda
,
Cemal Yazici
,
Temel Tirkes
,
Michael B. Wallace
,
Concetto Spampinato
,
Ulas Bagci
Radiomics Boosts Deep Learning Model for IPMN Classification.
MLMI@MICCAI (2)
(2023)
Abhishek Srivastava
,
Debesh Jha
,
Elif Keles
,
Bulent Aydogan
,
Mohamed Abazeed
,
Ulas Bagci
An Efficient Multi-Scale Fusion Network for 3D Organs at Risk (OARs) Segmentation.
EMBC
(2023)
Debesh Jha
,
Ashish Rauniyar
,
Abhishek Srivastava
,
Desta Haileselassie Hagos
,
Nikhil Kumar Tomar
,
Vanshali Sharma
,
Elif Keles
,
Zheyuan Zhang
,
Ugur Demir
,
Ahmet Topcu
,
Anis Yazidi
,
Jan Erik Håkegård
,
Ulas Bagci
Ensuring Trustworthy Medical Artificial Intelligence through Ethical and Philosophical Principles.
CoRR
(2023)
Lanhong Yao
,
Zheyuan Zhang
,
Ugur Demir
,
Elif Keles
,
Camila Vendrami
,
Emil Agarunov
,
Candice W. Bolan
,
Ivo Schoots
,
Marc Bruno
,
Rajesh Keswani
,
Frank Miller
,
Tamas Gonda
,
Cemal Yazici
,
Temel Tirkes
,
Michael B. Wallace
,
Concetto Spampinato
,
Ulas Bagci
Radiomics Boosts Deep Learning Model for IPMN Classification.
CoRR
(2023)
Tara M. Pattilachan
,
Ugur Demir
,
Elif Keles
,
Debesh Jha
,
Derk Klatte
,
Megan Engels
,
Sanne Hoogenboom
,
Candice W. Bolan
,
Michael B. Wallace
,
Ulas Bagci
A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications.
CoRR
(2023)
Elif Keles
,
Ulas Bagci
The Past, Current, and Future of Neonatal Intensive Care Units with Artificial Intelligence.
CoRR
(2023)
Ugur Demir
,
Zheyuan Zhang
,
Bin Wang
,
Matthew Antalek
,
Elif Keles
,
Debesh Jha
,
Amir Borhani
,
Daniela Ladner
,
Ulas Bagci
Transformer based Generative Adversarial Network for Liver Segmentation.
CoRR
(2022)
Ugur Demir
,
Zheyuan Zhang
,
Bin Wang
,
Matthew Antalek
,
Elif Keles
,
Debesh Jha
,
Amir Borhani
,
Daniela Ladner
,
Ulas Bagci
Transformer Based Generative Adversarial Network for Liver Segmentation.
ICIAP Workshops
(2022)
Abhishek Srivastava
,
Debesh Jha
,
Elif Keles
,
Bulent Aydogan
,
Mohamed Abazeed
,
Ulas Bagci
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation.
CoRR
(2022)
Ugur Demir
,
Ismail Irmakci
,
Elif Keles
,
Ahmet Topcu
,
Ziyue Xu
,
Concetto Spampinato
,
Sachin Jambawalikar
,
Evrim Turkbey
,
Baris Turkbey
,
Ulas Bagci
Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.
MLMI@MICCAI
(2021)
Ugur Demir
,
Ismail Irmakci
,
Elif Keles
,
Ahmet Topcu
,
Ziyue Xu
,
Concetto Spampinato
,
Sachin Jambawalikar
,
Evrim Turkbey
,
Baris Turkbey
,
Ulas Bagci
Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.
CoRR
(2021)