S. Çayır, B. Darbaz, G. Solmaz, Ç Yazıcı, H. Kusetogulları, F. Tokat, L. O. Iheme, E. Bozaba, E. Tekin, G. Özsoy, S. Ayaltı, C. K. Kayhan, Ü. İnce, B. Uzel; "Patch-based approaches to whole slide histologic grading of breast cancer using convolutional neural networks" in Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods. Edited by Kemal Polat & Saban Öztürk, pp 103-118, Elsevier Academic Press, 2023
Y. S. Erdem, A. Ayanzadeh, B. Mayalı, M. Balıkçi, F. Tokat, Ö. N. Belli, M. Uçar, Ö. Y. Özyusal, D. P. Okvur, S. Önal, K. Morani, L. O. Iheme, B. U. Töreyin, D. Ünay; "Automated analysis of phase contrast optical microscopy timelapse images: application to wound healing and cell motility assays of breast cancer" in Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods. Edited by Kemal Polat & Saban Öztürk, pp 137-154, Elsevier Academic Press, 2023
E. Tekin, Ç. Yazıcı, H. Kusetogullari, F. Tokat, A. Yavariabdi, L. O. Iheme, S. Çayır, E. Bozaba, G. Solmaz, B. Darbaz, G. Özsoy, S. Ayaltı, C. K. Kayhan, Ü. İnce, B. Uzel, Tubule-U-Net: a novel dataset and deep learning-based tubule segmentation framework in whole slide images of breast cancer, Sci Rep (2023)
M. Ucar, L. O. Iheme, S. Onal, O. Y. Ozuysal, D. P. Okvur, B. U. Toreyin, D. Unay; Detection and Restoration Pipeline for Phase Contrast Microscopy Time Series Images; Medical Technologies Congress (TIPTEKNO), Antalya/Turkey, Oct. 2022
L. O. Iheme, Ş. Ozan, A novel semi-supervised framework for call center agent malpractice detection via neural feature learning, Expert Systems with Applications (2022)
S. Çayır, G. Solmaz, H. Kusetogullari, F. Tokat, E. Bozaba, S. Karakaya, L. O. Iheme, E. Tekin, G. Özsoy, S. Ayaltı, C. K. Kayhan, Ü. İnce, B. Uzel, O. Kılıç, MITNET: a novel dataset and a two-stage deep learning approach for mitosis recognition in whole slide images of breast cancer tissue, Neural Comput & Applic (2022).
G. Demir, L. O. Iheme, G. Solmaz, C. Yazici, F. Tokat, S. Çayır, E. Bozaba, M. E. Tekin, G. Özsoy, S. Ayaltı, C. K. Kayhan, Ü. İnce, B. Uzel, and H. Kusetogullari, Whole slide histologic grading of breast cancer using convolutional neural networks,
Journal of Clinical Oncology 2022 40:16_suppl, e13607-e13607
L. O. Iheme, A. Patra, G. Suman, H. Khasawneh, S. Mukherjee, P. Korfiatis, A. H. Goenka, Impact Of Simulated Marginal Erosions of Volumetric Segmentation of Pancreatic Adenocarcinoma (PDA) on the Robustness of Radiomics Features, ARRS 2022
L. O. Iheme, G. Solmaz, F. Tokat, S. Çayır, E. Bozaba, Ç. Yazıcı, G. Özsoy, S. Ayaltı, C. K. Kayhan, Ü. İnce, Patch-level Nuclear Pleomorphism Scoring using Convolutional Neural Networks, 19th International Conference on Computer Analysis of Images and Patterns (CAIP), Virtual, Sep. 2021
E. Bozaba, G. Solmaz, Ç. Yazıcı, G. Özsoy, F. Tokat, L. O. Iheme, S. Çayır, S. Ayaltı, C. K. Kayhan, Ü. İnce, Nuclei Detection on Breast Cancer Histopathology Images Using RetinaNet, IEEE 29th Signal Processing and Communications Applications Conference (SIU), Istanbul/Turkey, Jun. 2021
L. O. Iheme, Ş. Ozan, Feature Selection for Anomaly Detection in Call Center Data, International Conference on Electrical and Electronics Engineering (ELECO), Bursa/Turkey, Nov. 2019
L. O. Iheme, Ş. Ozan, Multiclass Digital Audio Segmentation from MFCC Features using Naive Bayes and SVM Classifiers, Conference on Innovations in Intelligent Systems and Applications (ASYU), Izmir/Turkey, Oct. 2019
L. O. Iheme, Ş. Ozan, E. Akagündüz, Machine Learning-based Silence Detection in Call Center Telephone Conversations, IEEE International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya/Turkey, Sept. 2019
Ş. Ozan, L. O. Iheme, Analysis of Detected Silent Segments in Call Center Recordings, IEEE International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya/Turkey, Sept. 2019
Ş. Ozan, L. O. Iheme, Artificial Neural Networks in Customer Segmentation, IEEE 27th Signal Processing and Communications Applications Conference (SIU), Sivas/Turkey, Apr. 2019
A Carass, et al. Longitudinal multiple sclerosis lesion segmentation: resource and challenge NeuroImage 148, 77-102, 2017
L. O. Iheme, M. Kandemir, Z. B. Yalciner, D. Ünay, A Call for Automation, Standardization and Consistency in White Matter Hyperintensity Visual Grading, TIPTEKNO’15, Bodrum/Turkey, Oct. 2015
D. M. Cash, C. Frost, L. O. Iheme, D. Ünay, et al, Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge, Neuroimage 123, 149-164, 2015, ISSN 1053-8119.
L. O. Iheme, O. Başkaya, A. Şennaz, S. M. Tepe, M. Kandemir, T. Kahraman, G. Ünal, B. Z. Yalçıner, G. Unal, D. Ünay, Concordance Between Computer-based Neuroimaging Findings and Expert Assessments in Dementia Grading, IEEE 21st Signal Processing and Communications Applications Conference (SIU), Kyrenia/Cyprus, Apr. 2013
L. O. Iheme, O. Başkaya, A. Şennaz, S. M. Tepe, M. Kandemir, T. Kahraman, G. Ünal, B. Z. Yalçıner, G. Unal, D. Ünay, Atrophy Measurement Biomarkers using Structural MRI for Alzheimer’s Disease, Workshop on Novel Imaging Biomarkers for Alzheimer’s Disease and related disorders (NIBAD), Proc. 15th Int. Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Nice/France, Oct. 2012.
L. O. Iheme, S. M. Tepe, M. Kandemir, T. Kahraman, G. Ünal, B. Z. Yalçıner, D. Ünay, Automatic Grading of Periventricular White Matter Hyperintensities using FLAIR MRI, 29th ESMRMB Annual Scientific Meeting, , Lisbon/Portugal, Oct. 2012.
E. A. İnce, E. Nurellari, L. O. Iheme, Image Transmission Over Fading Channels Using RS-CC Versus LDPC Coding, The 13th IASTED International Conference on Signal and Image Processing, Dallas/USA, Dec. 2011.
L. O. Iheme, On the Information Content of an Image Transmitted over Fading Channels using CC versus RS CC Coding, Mosharaka International Conference on Communications, Computers and Applications, Istanbul/Turkey, Jul. 2011
D. N. K. Jayakody, L. O. Iheme, E. A Ince, Coded QPSK-OFDM for data transmission over fading channels, 5th International Conference on Information and Automation for Sustainability, Colombo/Sri Lanka, Dec. 2010