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Writing Zero Knowledge Proofs and Circuits in Four Different Languages - Dotproduct of Two Vectors

Overview We will implement dot product of two vectors of size N using Zero Knowledge Proofs (ZKP) in Circom, Halo2, . According to k12.libretexts.org, the dot product of two vectors A and B of size N is given by: A.B = a1*b1 + a2*b2 + ... + aN*bN Overview Process Flow of a Zero Knowledge Proof Circom Circuit for Dotproduct of Two Vect...

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Paper Review - Predicting the development of adverse cardiac events in patients with hypertrophic cardiomyopathy using machine learning

Overview The paper aimed to improve the prediction of adverse cardiac events in patients with hypertrophic cardiomyopathy (HCM) using machine learning methods. The study found that machine learning models demonstrated a superior ability to predict adverse cardiac events compared to conventional risk stratification. The authors suggest that thes...

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Paper Review - Machine learning of native T1 mapping radiomics for classification of hypertrophic cardiomyopathy phenotypes

Overview The paper presents a machine learning approach for classification of hypertrophic cardiomyopathy phenotypes using native T1 mapping radiomics. Citation of the Paper Antonopoulos, A.S., Boutsikou, M., Simantiris, S. et al. Machine learning of native T1 mapping radiomics for classification of hypertrophic cardiomyopathy phenotypes. Sci...

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A brief introduction to Zero Knowledge Proofs (ZKPs)

Introduction A. Definition of Zero Knowledge Proofs (ZKPs) B. Overview of the Benefits of Using ZKPs How ZKPs Work A. Overview of the ZKP Process B. Explanation of the Three Stages of the ZKP Process Applications of ZKPs A. Cryptocurrency Transactions B. Identity Management ...

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