Results 81 to 90 of about 488,871 (169)
Privacy-Preserving Dataset Combination [PDF]
arXivAccess to diverse, high-quality datasets is crucial for machine learning model performance, yet data sharing remains limited by privacy concerns and competitive interests, particularly in regulated domains like healthcare. This dynamic especially disadvantages smaller organizations that lack resources to purchase data or negotiate favorable sharing ...
arxiv
A Secure Multi-Party Computation Protocol for Malicious Computation Prevention for preserving privacy during Data Mining [PDF]
International Journal of Computer Science and Information
Security, IJCSIS, Volume 3, Number 1, July 2009, USA, 2009 Secure Multi-Party Computation (SMC) allows parties with similar background to compute results upon their private data, minimizing the threat of disclosure. The exponential increase in sensitive data that needs to be passed upon networked computers and the stupendous growth of internet has precipitated vast opportunities for cooperative computation ...
arxiv
Monitoring kidney optical properties during cold storage preservation with spatial frequency domain imaging. [PDF]
, 2019 Transplantation of kidneys results in delayed graft function in as many as 40% of cases. During the organ transplantation process, donor kidneys undergo a period of cold ischemic time (CIT), where the organ is preserved with a cold storage solution to ...
Durkin, Anthony +6 more
core
BMC NephrologyBackground The composition of organ preservation solutions is crucial for maintaining graft integrity and early graft function after transplantation.
Mohamed Bejaoui +3 more
doaj +1 more source
Journal of Transplantation, 2019 Organ preservation plays a crucial role in the outcome following solid organ transplantation. The aim of this study was to perform a retrospective outcome analysis following liver transplantation using histidine tryptophan ketoglutarate (HTK) or the ...
Rojbin Karakoyun +4 more
doaj +1 more source
Frontiers in Surgery, 2014 Background: Preservation of cardiac grafts for transplantation is not standardized and most centers use a single administration of crystalloid solution at the time of harvesting.
Hendrik eTevaearai Stahel +8 more
doaj +1 more source
Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation [PDF]
arXivMachine learning (ML) and Artificial Intelligence (AI) have fueled remarkable advancements, particularly in healthcare. Within medical imaging, ML models hold the promise of improving disease diagnoses, treatment planning, and post-treatment monitoring.
arxiv
CPAR: Cloud-Assisted Privacy-preserving Image Annotation with Randomized KD-Forest [PDF]
arXiv, 2018 With the explosive growth in the number of pictures taken by smartphones, organizing and searching pictures has become important tasks. To efficiently fulfill these tasks, the key enabler is annotating images with proper keywords, with which keyword-based searching and organizing become available for images.
arxiv
Cryopreservation of a whole liver [PDF]
, 2007 Preservation of vascularized organs such as the liver is limited to 24hrs. before destructive processes disqualify it for transplantation. This narrow time window prevents surgeons from performing optimal pathogen screening and matching tests which often
Amir Arav +2 more
core +1 more source
PrePaMS: Privacy-Preserving Participant Management System for Studies with Rewards and Prerequisites [PDF]
arXivTaking part in surveys, experiments, and studies is often compensated by rewards to increase the number of participants and encourage attendance. While privacy requirements are usually considered for participation, privacy aspects of the reward procedure are mostly ignored. To this end, we introduce PrePaMS, an efficient participation management system
arxiv