University of Vermont

Presidential Lecture Series

Each academic year, the University of Vermont explores an aspect of today’s society through several components of its Presidential Lecture Series. Each lecture, made possible by endowments from ...
IEEE

Vision Transformers for Computational Histopathology

Abstract: Computational histopathology is focused on the automatic analysis of rich phenotypic information contained in gigabyte whole slide images, aiming at providing cancer patients with more ...
GitHub

[18] Pretrained Models with Optuna.py

INPUT_SHAPE = (128, 128, 3) # Changed from (256, 256, 3) to (128, 128, 3). MAX_EPOCHS = 5 # Changed from 100 to 5. basePath = r"BACH Updated Extracted\ROIs_0_256_256 ...
BMJ

Standardisation of labial salivary gland histopathology in clinical trials in primary Sjögren's syndrome

Labial salivary gland (LSG) biopsy is used in the classification of primary Sjögren's syndrome (PSS) and in patient stratification in clinical trials. It may also function as a biomarker. The ...
GitHub

[13] Performance Metrics Calculations.py

# Calculate TP, TN, FP, FN. TP = np.diag(confMatrix) FP = np.sum(confMatrix, axis=0) - TP FN = np.sum(confMatrix, axis=1) - TP ...
IEEE

Analysis and Validation of Image Search Engines in Histopathology

Abstract: Searching for similar images in archives of histology and histopathology images is a crucial task that may aid in patient tissue comparison for various purposes, ranging from triaging and ...