摘要:
Neutropenia is the dose-limiting toxicity of the tri-weekly docetaxel (Taxotere®) schedule. Here, we evaluate in Metastatic Breast Cancer (MBC) patients (N=38) a computerized method for predicting docetaxel-induced neutropenia, and use the model to identify improved docetaxel and Granulocyte Colony Stimulating Factor (G-CSF) regimens. Pharmacokinetics/pharmacodynamics (PK/PD) models were created and simulated concomitantly with a mathematical granulopoiesis model. Individual baseline neutrophil counts and docetaxel schedules served as inputs. Our trial validated the model accuracy in predicting nadir timings (r=0.99), grade 3/4 neutropenia (86% success) and neutrophil profiles (r=0.62). Model was robust to CYP3A-induced variability, except for slightly less accurate grade 3/4 neutropenia predictions. Simulations confirm smaller toxicity of the weekly docetaxel regimen than the tri-weekly one, and suggest an optimal G-CSF support for alleviating neutropenia, 60 μg/day QD×3, 6-7 days post-docetaxel, administered tri- and bi-weekly, and 4 days post weekly docetaxel>33 mg/m2.
摘要:
System and techniques for search dimensionality expansion are described herein. A history of intelligent agent activity may be received. A search result generated by an external entity may be obtained that includes a set of geographic points of interest (POI). A geographic segment may be retrieved from a geographic segment library when the geographic segment contains a member of the set of POI. Here, the geographic segment defines a geographic area and a dimension set. The search result may be modified to create a modified search result that includes a member of the dimension set. The modified search result may then be transmitted to a user device.
摘要:
Systems, apparatuses and methods may provide for a mouth proximity detection system to be used with a device, such as a wearable device, to determine when to activate (and/or deactivate) a voice-activated circuit on the device. Embodiments may utilize three layers of analysis to make the determination, including a layer to analyze motion, a layer to detect a mouth of a user, and a layer to fuse the layers in a power saving arrangement to determine proximity of the device to the mouth of the user and to determine whether to activate a voice-activated circuit on the device.
摘要:
An exercise schedule optimizer system includes a user interface to receive data input from an exerciser and provide data output to the exerciser. The system also includes an exercise goal generator to generate an exercise goal based on at least data regarding the exerciser, an exercise schedule proposer to propose one or more exercise schedule proposals based on at least a historical exercise pattern of the exerciser, and an optimal exercise scheduler to determine an optimal exercise schedule based on at least the one or more exercise schedule proposals.
摘要:
An event schedule optimizer system includes a user interface, an invitees extractor, a time optimizer, and a place optimizer. The user interface is to receive data input from an organizer and provide data output to the organizer. The invitees extractor is to generate an intended invitees list including intended invitees for a target event based on the data input from the organizer. The time optimizer is to determine an optimal time period for the target event based on a list of historical events of the organizer. The place optimizer is to determine an optimal place for the target event based on a set of proposed times and the list of historical events of the organizer.