1,030 results on '"Tomaszewski, John E."'
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2. Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis
3. Examining structural patterns and causality in diabetic nephropathy using inter-glomerular distance and Bayesian graphical models
4. An integrated iterative annotation technique for easing neural network training in medical image analysis
5. The New York State SARS-CoV-2 Testing Consortium: Regional Communication in Response to the COVID-19 Pandemic
6. ARTSA, a New Desktop Application for Automated Renal Tubular Segmentation and Analysis
7. Banff Digital Pathology Working Group: Image Bank, Artificial Intelligence Algorithm, and Challenge Trial Developments
8. Overview of the role of artificial intelligence in pathology: the computer as a pathology digital assistant
9. Contributors
10. Quantitative Image Analysis of Human Epidermal Growth Factor Receptor 2 Immunohistochemistry for Breast Cancer: Guideline From the College of American Pathologists
11. Evaluation kidney layer segmentation on whole slide imaging using convolutional neural networks and transformers
12. An ensemble learning method for detection of head and neck squamous cell carcinoma using polarized hyperspectral microscopic imaging
13. Synthesis of annotated colon cancer tissue images from gland layout
14. Multiple instance learning with random sampling for whole slide image classification
15. Leveraging weakly labeled datasets with target adaptive loss for cell segmentation in immunofluorescence images
16. Weakly supervised medulloblastoma tumor classification using domain specific patch-level feature extraction
17. Evaluating diffusion model generated synthetic histopathology image data against authentic digital pathology images
18. High-performance data management for whole slide image analysis in digital pathology
19. Advancing in vitro virtual nuclei staining of stem cells through a cross-structure, artifact-free U-Net approach
20. Automatic segmentation and scoring of 3D in vitro skin models using deep learning methods
21. Using integrated radiomic and pathomic-based models to predict progression-free survival in early-stage lung adenocarcinoma
22. Enhancing colorectal cancer tumor bud detection using deep learning from routine H&E-stained slides
23. HER2 prediction from breast H&E-stained whole slide images: a comparison between ROI-based supervised learning and multiple-instance learning approaches
24. Segmenting cardiac muscle Z-disks with deep neural networks
25. Efficient semantic segmentation for computational pathology
26. Eosinophils instance object segmentation on whole slide imaging using multi-label circle representation
27. Correlation of glomerular histomorphometry changes with spatially resolved transcriptomic profiles in diabetic nephropathy
28. Nucleus subtype classification using inter-modality learning
29. Malignant and benign classification using supervised contrastive learning based on distance metric in embedding spaces for rapid on-site cytologic evaluation
30. Patch stitching data augmentation for cancer classification in pathology images
31. Automated anomaly detection in histology images using deep learning
32. Computational integration of CODEX and brightfield histology for cell annotation using deep learning
33. Renal cell classification in highly multiplexed microscopy imaging using a biology-based decision tree classifier
34. Multi-class instance segmentation of renal structures in highly multiplexed immunofluorescence microscopy images
35. Deep learning-based open source toolkit for eosinophil detection in pediatric eosinophilic esophagitis
36. CODEX and H&E imaging: cell type mapping, analysis, and visualization pipeline
37. Deep learning-based ROI detection of AEH and EC on histopathology WSIs for predicting hormonal treatment response
38. ComPRePS: an automated cloud-based image analysis tool to democratize AI in digital pathology
39. Leverage weekly annotation to pixel-wise annotation via zero-shot segment anything model for molecular-empowered learning
40. Federated learning in computational pathology: classification of tall cell patterns in papillary thyroid carcinoma
41. Automatic segmentation of histological images from mouse brain
42. Few-shot tumor bud segmentation using generative model in colorectal carcinoma
43. Tissue cross-section and pen marking segmentation in whole slide images
44. Adapting SAM to histopathology images for tumor bud segmentation in colorectal cancer
45. Computerized Image Analysis for Identifying Triple-Negative Breast Cancers and Differentiating Them from Other Molecular Subtypes of Breast Cancer on Dynamic Contrast-enhanced MR Images: A Feasibility Study
46. Outsourcing of Academic Clinical Laboratories: Experiences and Lessons From the Association of Pathology Chairs Laboratory Outsourcing Survey
47. Discovery of Novel Digital Biomarkers for Type 2 Diabetic Nephropathy Classification via Integration of Urinary Proteomics and Pathology
48. The Isolation of an Immortalized and Tumorigenic Cell Line from p21WAF1 Null Mouse Bladders
49. High-Throughput Prostate Cancer Gland Detection, Segmentation, and Classification from Digitized Needle Core Biopsies
50. Integrating image analysis with single cell RNA-seq data to study podocyte-specific changes in diabetic kidney disease
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