288 results on '"Gurcan, Metin N."'
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2. Enhancing colorectal cancer tumor bud detection using deep learning from routine H&E-stained slides
3. Few-shot tumor bud segmentation using generative model in colorectal carcinoma
4. Adapting SAM to histopathology images for tumor bud segmentation in colorectal cancer
5. Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models
6. Simple patch-wise transformations serve as a mechanism for slide-level augmentation for multiple instance learning applications
7. Background detection affects downstream classification of Camelyon16 whole slide images
8. The effects of sparsity induction methods on attention-based multiple instance learning applied to Camelyon16
9. Predicting HER2 scores from registered HER2 and H&E images
10. Tympanic membrane segmentation of video frames to create composite images using SAM
11. Deep-ODX: an efficient deep learning tool to risk stratify breast cancer patients from histopathology images
12. Colorectal Tumor Identification by Transferring Knowledge from Pan-cytokeratin to H&E.
13. Generalization of tumor identification algorithms.
14. Identifying lung imaging biomarkers of BCG vaccination after infection with Mycobacterium tuberculosis
15. Panoptic segmentation of wounds in a pig model
16. Automated video summarization and label assignment for otoscopy videos using deep learning and natural language processing
17. Decision fusion on image analysis and tympanometry to detect eardrum abnormalities
18. Detection of Eardrum Abnormalities Using Ensemble Deep Learning Approaches.
19. An application of transfer learning to neutrophil cluster detection for tuberculosis: Efficient implementation with nonmetric multidimensional scaling and sampling.
20. Creating Synthetic Digital Slides using conditional Generative Adversarial Networks: Application to Ki67 staining.
21. Automated T1 bladder risk stratification based on depth of lamina propria invasion from H&E tissue biopsies: A deep learning approach.
22. Automated T1 bladder risk stratification based on depth of lamina propria invasion from H and E tissue biopsies: a deep learning approach
23. Simple patch-wise transformations serve as a mechanism for slide-level augmentation for multiple instance learning applications.
24. Minimizing the intra-pathologist disagreement for tumor bud detection on H&E images using weakly supervised learning.
25. The effects of sparsity induction methods on attention-based multiple instance learning applied to Camelyon16.
26. Background detection affects downstream classification of Camelyon16 whole slide images.
27. Deep learning to predict the proportion of positive cells in CMYC-stained tissue microarrays of diffuse large B-cell lymphoma.
28. Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models.
29. A computational framework to detect normal and tuberculosis infected lung from H and E-stained whole slide images
30. Generalization of tumor identification algorithms
31. Hotspot detection in pancreatic neuroendocrine tumors: density approximation by α-shape maps
32. Examining structural changes in diabetic nephropathy using inter-nuclear distances in glomeruli: a comparison of variously automated methods
33. A watershed and feature-based approach for automated detection of lymphocytes on lung cancer images
34. Localization and classification of cell nuclei in post-neoadjuvant breast cancer surgical specimen using fully convolutional networks
35. Automatic cancer detection and localization on prostatectomy histopathology images
36. Deformable registration of histological cancer margins to gross hyperspectral images using demons
37. Color deconvolution method with DAB scatter correction for bright field image analysis
38. RaPtomics: integrating radiomic and pathomic features for predicting recurrence in early stage lung cancer
39. Automatic color unmixing of IHC stained whole slide images
40. Cancer detection in histopathology whole-slide images using conditional random fields on deep embedded spaces
41. Validation of multiplex immunohistochemistry assays using automated image analysis
42. Quantifying cell-type interactions and their spatial patterns as prognostic biomarkers in follicular lymphoma
43. A bottom-up approach for tumour differentiation in whole slide images of lung adenocarcinoma
44. Mitotic cells detection for HEp-2 specimen images using threshold-based evaluation scheme
45. Combination of nuclear NF-κB/p65 localization and gland morphological features from surgical specimens is predictive of early biochemical recurrence in prostate cancer patients
46. Deep variational auto-encoders for unsupervised glomerular classification
47. Computational analysis of the structural progression of human glomeruli in diabetic nephropathy
48. Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears
49. Landmark-based reconstruction of 3D smooth structures from serial histological sections
50. SlideSeg: a Python module for the creation of annotated image repositories from whole slide images
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