Irmakci I - Search Results

1

Tissue Contamination Challenges the Credibility of Machine Learning Models in Real World Digital Pathology.

Irmakci I, Nateghi R, Zhou R, Vescovo M, Saft M, Ross AE, Yang XJ, Cooper LAD, Goldstein JA. Irmakci I, et al. Mod Pathol. 2024 Mar;37(3):100422. doi: 10.1016/j.modpat.2024.100422. Epub 2024 Jan 6. Mod Pathol. 2024. PMID: 38185250

2

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

Irmakci I, Nateghi R, Zhou R, Ross AE, Yang XJ, Cooper LAD, Goldstein JA. Irmakci I, et al. medRxiv [Preprint]. 2023 May 2:2023.04.28.23289287. doi: 10.1101/2023.04.28.23289287. medRxiv. 2023. PMID: 37205404 Free PMC article. Updated. Preprint.

3

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

Goldstein JA, Nateghi R, Irmakci I, Cooper LAD. Goldstein JA, et al. Among authors: irmakci i. Placenta. 2023 Apr;135:43-50. doi: 10.1016/j.placenta.2023.03.003. Epub 2023 Mar 15. Placenta. 2023. PMID: 36958179 Free PMC article.

4

Musculoskeletal MR Image Segmentation with Artificial Intelligence.

Keles E, Irmakci I, Bagci U. Keles E, et al. Among authors: irmakci i. Adv Clin Radiol. 2022 Sep;4(1):179-188. doi: 10.1016/j.yacr.2022.04.010. Epub 2022 Sep 14. Adv Clin Radiol. 2022. PMID: 36815063 Free PMC article. No abstract available.

5

Multi-Contrast MRI Segmentation Trained on Synthetic Images.

Irmakci I, Unel ZE, Ikizler-Cinbis N, Bagci U. Irmakci I, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:5030-5034. doi: 10.1109/EMBC48229.2022.9871119. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086321 Free PMC article.

6

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

Salanitri FP, Bellitto G, Palazzo S, Irmakci I, Wallace M, Bolan C, Engels M, Hoogenboom S, Aldinucci M, Bagci U, Giordano D, Spampinato C. Salanitri FP, et al. Among authors: irmakci i. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:475-479. doi: 10.1109/EMBC48229.2022.9871547. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36085787 Free PMC article.

7

Hierarchical 3D Feature Learning for Pancreas Segmentation.

Salanitri FP, Bellitto G, Irmakci I, Palazzo S, Bagci U, Spampinato C. Salanitri FP, et al. Among authors: irmakci i. Mach Learn Med Imaging. 2021 Sep;12966:238-247. doi: 10.1007/978-3-030-87589-3_25. Epub 2021 Sep 21. Mach Learn Med Imaging. 2021. PMID: 36780259 Free PMC article.

8

Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.

Demir U, Irmakci I, Keles E, Topcu A, Xu Z, Spampinato C, Jambawalikar S, Turkbey E, Turkbey B, Bagci U. Demir U, et al. Among authors: irmakci i. Mach Learn Med Imaging. 2021 Sep;12966:396-405. doi: 10.1007/978-3-030-87589-3_41. Epub 2021 Sep 21. Mach Learn Med Imaging. 2021. PMID: 36780256 Free PMC article.

9

Capsules for biomedical image segmentation.

LaLonde R, Xu Z, Irmakci I, Jain S, Bagci U. LaLonde R, et al. Among authors: irmakci i. Med Image Anal. 2021 Feb;68:101889. doi: 10.1016/j.media.2020.101889. Epub 2020 Nov 5. Med Image Anal. 2021. PMID: 33246227 Free PMC article.

10

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

Irmakci I, Hussein S, Savran A, Kalyani RR, Reiter D, Chia CW, Fishbein KW, Spencer RG, Ferrucci L, Bagci U. Irmakci I, et al. IEEE Trans Biomed Eng. 2019 Apr;66(4):1069-1081. doi: 10.1109/TBME.2018.2866764. Epub 2018 Aug 30. IEEE Trans Biomed Eng. 2019. PMID: 30176577 Free PMC article.

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