Ismail Irmakci

Affiliations

Ege University, Izmir, Turkey.

Publications (10)

Capsules for biomedical image segmentation.

Medical image analysis

Avec: Rodney LaLonde , Ziyue Xu , Ismail Irmakci , Sanjay Jain , Ulas Bagci

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.

Machine learning in medical imaging. MLMI (Workshop)

Avec: Ugur Demir , Ismail Irmakci , Elif Keles , Ahmet Topcu , Ziyue Xu , Concetto Spampinato , Sachin Jambawalikar , Evrim Turkbey , Baris Turkbey , Ulas Bagci

Hierarchical 3D Feature Learning for Pancreas Segmentation.

Machine learning in medical imaging. MLMI (Workshop)

Avec: Federica Proietto Salanitri , Giovanni Bellitto , Ismail Irmakci , Simone Palazzo , Ulas Bagci , Concetto Spampinato

Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: F Proietto Salanitri , G Bellitto , S Palazzo , I Irmakci , M Wallace , C Bolan , M Engels , S Hoogenboom , M Aldinucci , U Bagci , D Giordano , C Spampinato

Machine learning classification of placental villous infarction, perivillous fibrin deposition, and intervillous thrombus.

Placenta

Avec: Jeffery A Goldstein , Ramin Nateghi , Ismail Irmakci , Lee A D Cooper

Tissue contamination challenges the credibility of machine learning models in real world digital pathology.

medRxiv : the preprint server for health sciences

Avec: Ismail Irmakci , Ramin Nateghi , Rujoi Zhou , Ashley E Ross , Ximing J Yang , Lee A D Cooper , Jeffery A Goldstein

A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation.

IEEE transactions on bio-medical engineering

Avec: Ismail Irmakci , Sarfaraz Hussein , Aydogan Savran , Rita R Kalyani , David Reiter , Chee W Chia , Kenneth W Fishbein , Richard G Spencer , Luigi Ferrucci , Ulas Bagci

Multi-Contrast MRI Segmentation Trained on Synthetic Images.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Ismail Irmakci , Zeki Emre Unel , Nazli Ikizler-Cinbis , Ulas Bagci

Tissue contamination challenges the credibility of machine learning models in real world digital pathology.

Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc

Avec: Ismail Irmakci , Ramin Nateghi , Rujoi Zhou , Mariavittoria Vescovo , Madeline Saft , Ashley E Ross , Ximing J Yang , Lee A D Cooper , Jeffery A Goldstein

Towards Automatic Cartilage Quantification in Clinical Trials - Continuing from the 2019 IWOAI Knee Segmentation Challenge.

Osteoarthritis imaging

Avec: Erik B Dam , Arjun D Desai , Cem M Deniz , Haresh R Rajamohan , Ravinder Regatte , Claudia Iriondo , Valentina Pedoia , Sharmila Majumdar , Mathias Perslev , Christian Igel , Akshay Pai , Sibaji Gaj , Mingrui Yang , Kunio Nakamura , Xiaojuan Li , Hasan Maqbool , Ismail Irmakci , Sang-Eun Song , Ulas Bagci , Brian Hargreaves , Garry Gold , Akshay Chaudhari

Réseau de co-auteurs

Ulas Bagci 6 collaborations

Jeffery A Goldstein 3 collaborations

Ramin Nateghi 3 collaborations

Lee A D Cooper 3 collaborations

Ziyue Xu 2 collaborations

Concetto Spampinato 2 collaborations

Rujoi Zhou 2 collaborations

Ashley E Ross 2 collaborations

Ximing J Yang 2 collaborations

Rodney LaLonde 1 collaboration

Sanjay Jain 1 collaboration

Ugur Demir 1 collaboration

Elif Keles 1 collaboration

Ahmet Topcu 1 collaboration

Sachin Jambawalikar 1 collaboration

Evrim Turkbey 1 collaboration

Baris Turkbey 1 collaboration

Federica Proietto Salanitri 1 collaboration

Giovanni Bellitto 1 collaboration

Simone Palazzo 1 collaboration

F Proietto Salanitri 1 collaboration

G Bellitto 1 collaboration

S Palazzo 1 collaboration

I Irmakci 1 collaboration

M Wallace 1 collaboration

C Bolan 1 collaboration

M Engels 1 collaboration

S Hoogenboom 1 collaboration

M Aldinucci 1 collaboration

U Bagci 1 collaboration

D Giordano 1 collaboration

C Spampinato 1 collaboration

Sarfaraz Hussein 1 collaboration

Aydogan Savran 1 collaboration

Rita R Kalyani 1 collaboration

David Reiter 1 collaboration

Chee W Chia 1 collaboration

Kenneth W Fishbein 1 collaboration

Richard G Spencer 1 collaboration

Luigi Ferrucci 1 collaboration

Zeki Emre Unel 1 collaboration

Nazli Ikizler-Cinbis 1 collaboration

Mariavittoria Vescovo 1 collaboration

Madeline Saft 1 collaboration

Erik B Dam 1 collaboration

Arjun D Desai 1 collaboration

Cem M Deniz 1 collaboration

Haresh R Rajamohan 1 collaboration

Ravinder Regatte 1 collaboration

Claudia Iriondo 1 collaboration

Valentina Pedoia 1 collaboration

Sharmila Majumdar 1 collaboration

Mathias Perslev 1 collaboration

Christian Igel 1 collaboration

Akshay Pai 1 collaboration

Sibaji Gaj 1 collaboration

Mingrui Yang 1 collaboration

Kunio Nakamura 1 collaboration

Xiaojuan Li 1 collaboration

Hasan Maqbool 1 collaboration

Sang-Eun Song 1 collaboration

Brian Hargreaves 1 collaboration

Garry Gold 1 collaboration

Akshay Chaudhari 1 collaboration