Search Results - "Berkman, Elad"

22-PUB: Machine Learning–Based Optimization of Patient Eligibility for Oral Insulin Treatment-A Post Hoc Analysis of Phase III Trial Results by Kidron, Miriam, Berkman, Elad, Machluf, Oshri, Pryluk, Raviv, Homer, Kenneth E, Neutel, Joel M

“…Background & Objectives: The growing shift toward implementation of precision medicine to improve the prospects of achieving treatment targets requires…”
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Causal Responder Detection by Frostig, Tzviel, Machluf, Oshri, Kamber, Amitay, Berkman, Elad, Pryluk, Raviv

“…We introduce the causal responders detection (CARD), a novel method for responder analysis that identifies treated subjects who significantly respond to a…”
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Robust CATE Estimation Using Novel Ensemble Methods by Machluf, Oshri, Frostig, Tzviel, Shoham, Gal, Milo, Tomer, Berkman, Elad, Pryluk, Raviv

“…The estimation of Conditional Average Treatment Effects (CATE) is crucial for understanding the heterogeneity of treatment effects in clinical trials. We…”
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