Shifted Windows Transformers for Medical Image Quality Assessment
International Workshop on Machine Learning in Medical Imaging 2022, Singapur/SİNGAPUR, 18 Eylül 2022
ÖZER CANER, GÜLER ARDA, TÜRKVATAN CANSEVER AYSEL, ALİŞ DENİZ CAN, KARAARSLAN ERCAN, ÖKSÜZ İLKAY
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Using deep/machine learning to identify patterns and detecting misinformation for pandemics in the post-COVID-19 era Machine Learning in Medical Imaging and Computer Vision
LONDRA/İNGİLTERE, 2024, s. 313-334, Institution of Engineering and Technology
NAEEM JAVARIA,GÜL ÖMER MELİH
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Comparative Effectiveness of Classification Algorithms in Predicting Diabetes
2024 IEEE 16th International Conference on Computational Intelligence and Communication Networks (CICN), 22 Aralık 2024
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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A direct learning approach for detection of hotspots in microwave hyperthermia treatments
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 63, No. 8, Ocak 2025, s. 12, ISSN: 0140-0118
ÖNAL HULUSİ,GİRGİN ENES,DOĞU SEMİH,YILMAZ ABDOLSAHEB TUBA,AKINCI MEHMET NURİ,GİRGİN ENES
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Graph neural network based unsupervised influential sample selection for brain multigraph population fusion
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, Vol. 108, Ocak 2023, s. 16, ISSN: 0895-6111
KURUCU MERT CAN,REKIK ISLEM
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A direct learning approach for detection of hotspots in microwave hyperthermia treatments
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 63, No. 8, Ocak 2025, s. 12, ISSN: 0140-0118
ÖNAL HULUSİ,GİRGİN ENES,DOĞU SEMİH,YILMAZ ABDOLSAHEB TUBA,AKINCI MEHMET NURİ
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XGBoost Enhances the Performance of SAFE: A Novel Microwave Imaging System for Early Detection of Malignant Breast Cancer
CANCERS, Vol. 17, No. 2, Ocak 2025, s. 20, ISSN: 2072-6694
YURTSEVEN ALİ,JANJİC ALEKSANDER,ÇAYÖREN MEHMET,BUĞDAYCI ONUR,ARIBAL MUSTAFA ERKİN,AKDUMAN İBRAHİM
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Experimental Analysis of Synthetic Data Generation Techniques for Privacy-Preserving AI in Medical Imaging
IV. International Artificial Intelligence in Health Congress, 15 Kasım 2024
YOLCU SÜLEYMAN,ÖZCAN ELİF,DERVİŞOĞLU HAVVANUR,HALEPMOLLASI RUŞEN,HAKLIDIR MEHMET
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Nonparametric joint shape learning for customized shape modeling
Computerized Medical Imaging and Graphics, Vol. 34, No. 4, Haziran 2010, s. 298-307, ISSN: 08956111
ÜNAL GÖZDE
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Vessel Tractography Using an Intensity Based Tensor Model With Branch Detection
IEEE Transactions on Medical Imaging, Vol. 32, No. 2, Şubat 2013, s. 348-363, ISSN: 0278-0062
SÜHEYLA ÇETİN,DEMİR ALİ,ANTHONY YEZZİ,DEĞERTEKİN MUZAFFER MURAT,ÜNAL GÖZDE
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The Multimodal Brain Tumor Image Segmentation Benchmark BRATS
IEEE Transactions on Medical Imaging, Vol. 34, No. 10, Ekim 2015, s. 1993-2024, ISSN: 0278-0062
BJOERN MENZE,ANDRAS JAKAB,STEFAN BAUER,JAYASHREE KALPATHY-CRAMER,KEYVAN FARAHANİ,JUSTİN KİRBY,YULİYA BURREN,NİCOLE PORZ,JOHANNES SLOTBOOM,ROLAND WİEST,LEVENTE LANCZİ,ELİZABETH GERSTNER,MARC-ANDRE WEBER,TAL ARBEL,BRİAN B AVANTS,NİCHOLAS AYACHE,PATRİCİA BUENDİA,D LOUİS COLLİNS,FLOR VASSEUR,MAX WİNTERMARK,DONG HYE YE,LİANG ZHAO,HAMAMCI ANDAÇ,BİNSHENG ZHAO,ÜNAL GÖZDE,DARKO ZİKİC,MARCEL PRASTAWA,MAURİCİO REYES,LEEMPUT KOEN VAN
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Standardized evaluation methodology and reference database for evaluating IVUS image segmentation
Computerized Medical Imaging and Graphics, Vol. 38, No. 2, Mart 2014, s. 70-90, ISSN: 08956111
SİMONE BALOCCO,CARLO GATTA,CİOMPİ FRANCESCO,WAHLE ANDREAS,RADEVA PETİA,CARLİER STEPHANE,ÜNAL GÖZDE,SANİDAS ELİAS,MAURİ JOSEPA,CARİLLO XAVİER,KOVARNİK TOMAS,WANG CHİNGWEİ,CHEN HİSANGCHOU,EXARCHOS THEMİS,FOTİADİS DİMİTRİOS,DESTREMPES FRANCOİS,CLOUTİER GUY,PUJOL ORİOL,ALBERTİ MARİNA,MENDİZABALRUİZ GERARDO,AKSOY TİMUR,DOWNE RİCHARD,KAKADİARİS IOANNİS
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Tumor Cut Segmentation of Brain Tumors on Contrast Enhanced MR Images for Radiosurgery Applications
IEEE Transactions on Medical Imaging, Vol. 31, No. 3, Mart 2012, s. 790-804, ISSN: 0278-0062
HAMAMCI ANDAÇ,NADİR KÜÇÜK,KAYIHAN ENGİN,ÜNAL GÖZDE
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A Higher Order Tensor Vessel Tractography for Segmentation of Vascular Structures
IEEE Transactions on Medical Imaging, Vol. 34, No. 10, Ekim 2015, s. 2172-2185, ISSN: 0278-0062
CETİN SUHEYLA,ÜNAL GÖZDE
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Coupled Nonparametric Shape and Moment Based Intershape Pose Priors for Multiple Basal Ganglia Structure Segmentation
IEEE Transactions on Medical Imaging, Vol. 29, No. 12, Aralık 2010, s. 1959-1978, ISSN: 0278-0062
GÖKHAN UZUNBAŞ,OCTAVİAN SOLDEA,ÜNAY DEVRİM,ÇETİN MÜJDAT,ÜNAL GÖZDE,ERÇİL FERİDE AYTÜL,EKİN AHMET
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Drivers to adopting B-flow ultrasonography: contextualizing the integrated technology acceptance model
BMC medical imaging, Vol. 19, No. 56, Ocak 2019, s. 1-13, ISSN: 1471-2342
HANÇERLİOĞULLARI KÖKSALMIŞ GÜLŞAH
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Microwave imaging of breast cancer with factorization method: SPIONs as contrast agent
MEDICAL PHYSICS, Vol. 47, Mart 2020, s. 3113-3122, ISSN: 0094-2405
COŞĞUN SEMA, BİLGİN EGEMEN, ÇAYÖREN MEHMET
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High-quality segmentation of low quality cardiac MR images using k-space artefact correction
MIDL 2019 - Medical Imaging with Deep Learning, Londra/İNGİLTERE, 8 Temmuz 2019
ÖKSÜZ İLKAY, CLOUGH JAMES R., BAİ WENJİA, RUİJSİNK BRAM, PUYOL-ANTON ESTHER, CRUZ GASTAO, PRİETO CLAUDİA, KİNG ANDREW P., SCHNABEL JULİA A.
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MRI-TRUS Image Synthesis with Application to Image-Guided Prostate Intervention
SIMULATION AND SYNTHESIS IN MEDICAL IMAGING, SASHIMI 2016, 21 Ekim 2016
ONOFREY JOHN,ÖKSÜZ İLKAY,SARKAR SARADTWATA,VENKATARAMAN RAJESH,STAİB LAWRENCE H,PAPADEMETRİS XENOPHON
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Explicit Topological Priors for Deep-Learning Based Image Segmentation Using Persistent Homology
INFORMATION PROCESSING IN MEDICAL IMAGING, IPMI 2019, 2 Haziran 2019
CLOUGH JAMES R.,ÖKSÜZ İLKAY,BRYNE NİCHOLAS,SCHNABEL JULİA A.,KİNG ANDREW P.
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