7 citations · 8 across the 4 of their papers we have counts for
4 papers
Soft Decision Tree classifier: explainable and extendable PyTorch implementation
Reuben R Shamir
We implemented a Soft Decision Tree (SDT) and a Short-term Memory Soft Decision Tree (SM-SDT) using PyTorch. The methods were extensively tested on simulated and clinical datasets.…
A Method for Tumor Treating Fields Fast Estimation
Reuben R Shamir, Zeev Bomzon
Tumor Treating Fields (TTFields) is an FDA approved treatment for specific types of cancer and significantly extends patients life. The intensity of the TTFields within the tumor w…
Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations
Reuben R Shamir, Yuval Duchin, Jinyoung Kim +2
Objective: Overlapping measures are often utilized to quantify the similarity between two binary regions. However, modern segmentation algorithms output a probability or confidence…
Evaluation of head segmentation quality for treatment planning of tumor treating fields in brain tumors
Reuben R Shamir, Zeev Bomzon
Tumor treating fields (TTFields) is an FDA approved therapy for the treatment of Gliobastoma Multiform (GBM) and currently being investigated for additional tumor types. TTFields a…