User profiles for F. Boemer

Fabian Boemer

Apple Inc
Verified email at apple.com
Cited by 644

[HTML][HTML] Clinical validation of cutoff target ranges in newborn screening of metabolic disorders by tandem mass spectrometry: a worldwide collaborative project

…, GB Pino, SL Berberich, R Binard, F Boemer… - Genetics in …, 2011 - nature.com
Purpose: To achieve clinical validation of cutoff values for newborn screening by tandem mass
spectrometry through a worldwide collaborative effort. Methods: Cumulative percentiles of …

nGraph-HE2: A high-throughput framework for neural network inference on encrypted data

F Boemer, A Costache, R Cammarota… - Proceedings of the 7th …, 2019 - dl.acm.org
In previous work, Boemer et al. introduced nGraph-HE, an extension to the Intel nGraph
deep learning (DL) compiler, that enables data scientists to deploy models with popular …

[HTML][HTML] Neonatal screening in Europe revisited: an ISNS perspective on the current state and developments since 2010

…, RH Zetterström, S Almashanu, F Boemer… - International journal of …, 2021 - mdpi.com
Neonatal screening (NBS) was initiated in Europe during the 1960s with the screening for
phenylketonuria. The panel of screened disorders (“conditions”) then gradually expanded, …

MP2ML: A mixed-protocol machine learning framework for private inference

F Boemer, R Cammarota, D Demmler… - Proceedings of the 15th …, 2020 - dl.acm.org
… MPC is a cryptographic technique, which enables two or more parties to jointly evaluate a
function 𝑓 without revealing their private inputs to each other. In this work, we focus on the two-…

[HTML][HTML] Enhanced interpretation of newborn screening results without analyte cutoff values

…, V Wiley, LC Greed, B Lewis, F Boemer… - Genetics in …, 2012 - nature.com
Purpose: To improve quality of newborn screening by tandem mass spectrometry with a novel
approach made possible by the collaboration of 154 laboratories in 49 countries. Methods…

Conservative treatment of postsurgical lymphatic leaks with somatostatin-14

JM Collard, PF Laterre, F Boemer, M Reynaert… - Chest, 2000 - Elsevier
Successful management of lymphatic leaks by continuous IV administration of somatostatin
was first reported by Ulibarri and coworkers in Spain, 1 and more recently by authors from …

nGraph-HE: a graph compiler for deep learning on homomorphically encrypted data

F Boemer, Y Lao, R Cammarota… - Proceedings of the 16th …, 2019 - dl.acm.org
… to a class of functions F if for any function f 2 F , we can construct a function such that f (x) = …
possible to map a desired computation (the function f ) on plaintext into a speci c computation …

Outcome of publicly funded nationwide first-tier noninvasive prenatal screening

…, V Gatinois, M Baetens, B Blaumeiser, F Boemer… - Genetics in …, 2021 - nature.com
Purpose Noninvasive prenatal screening (NIPS) using cell-free DNA has transformed
prenatal care. Belgium was the first country to implement and fully reimburse NIPS as a first-tier …

Intel HEXL: accelerating homomorphic encryption with Intel AVX512-IFMA52

F Boemer, S Kim, G Seifu, F DM de Souza… - Proceedings of the 9th …, 2021 - dl.acm.org
Modern implementations of homomorphic encryption (HE) rely heavily on polynomial arithmetic
over a finite field. This is particularly true of the BGV, BFV, and CKKS HE schemes. Two …

Newborn screening of neuromuscular diseases

T Dangouloff, F Boemer, L Servais - Neuromuscular Disorders, 2021 - Elsevier
Neuromuscular diseases represent an heterogenous group of more than 400 diseases, with
a very broad phenotypic spectrum. Given their rarity and complexity, neuromuscular …