Andrew Janowczyk
Affiliations: | Bioengineering | Case Western Reserve University, Cleveland Heights, OH, United States |
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"Andrew Janowczyk"
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Publications
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Koyuncu C, Janowczyk A, Farre X, et al. (2023) Visual assessment of 2D levels within 3D pathology datasets of prostate needle biopsies reveals substantial spatial heterogeneity. Laboratory Investigation; a Journal of Technical Methods and Pathology. 100265 |
Serafin R, Koyuncu C, Xie W, et al. (2023) Nondestructive 3D pathology with analysis of nuclear features for prostate cancer risk assessment. The Journal of Pathology |
Chen Y, Li H, Janowczyk A, et al. (2023) Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer. Npj Breast Cancer. 9: 40 |
Chen Y, Zee J, Janowczyk AR, et al. (2023) Clinical Relevance of Computationally Derived Attributes of Peritubular Capillaries from Kidney Biopsies. Kidney360 |
Zhou Y, Koyuncu C, Lu C, et al. (2022) Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer. Medical Image Analysis. 84: 102702 |
Arabyarmohammadi S, Leo P, Viswanathan VS, et al. (2022) Machine Learning to Predict Risk of Relapse Using Cytologic Image Markers in Patients With Acute Myeloid Leukemia Posthematopoietic Cell Transplantation. Jco Clinical Cancer Informatics. 6: e2100156 |
Xie W, Reder NP, Koyuncu CF, et al. (2021) Prostate cancer risk stratification via non-destructive 3D pathology with deep learning-assisted gland analysis. Cancer Research |
Miao R, Toth R, Zhou Y, et al. (2021) Quick Annotator: an open-source digital pathology based rapid image annotation tool. The Journal of Pathology. Clinical Research |
Peyster EG, Arabyarmohammadi S, Janowczyk A, et al. (2021) An automated computational image analysis pipeline for histological grading of cardiac allograft rejection. European Heart Journal |
Leo P, Janowczyk A, Elliott R, et al. (2021) Computer extracted gland features from H&E predicts prostate cancer recurrence comparably to a genomic companion diagnostic test: a large multi-site study. Npj Precision Oncology. 5: 35 |