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Predicting Post-Procedural Complications Using Neural Networks On Mimic-Iii Data, Namratha Mohan 2018 Louisiana State University and Agricultural and Mechanical College

Predicting Post-Procedural Complications Using Neural Networks On Mimic-Iii Data, Namratha Mohan

LSU Master's Theses

The primary focus of this paper is the creation of a Machine Learning based algorithm for the analysis of large health based data sets. Our input was extracted from MIMIC-III, a large Health Record database of more than 40,000 patients. The main question was to predict if a patient will have complications during certain specified procedures performed in the hospital. These events are denoted by the icd9 code 996 in the individuals' health record. The output of our predictive model is a binary variable which outputs the value 1 if the patient is diagnosed with the specific complication or ...


Agen Tempat Jual Obat Aborsi Batam Apotik Batam Jual Obat Aborsi Cytotec, langsung gass 2018 Bryant University

Agen Tempat Jual Obat Aborsi Batam Apotik Batam Jual Obat Aborsi Cytotec, Langsung Gass

langsung gass

Jual Obat Aborsi Batam – Apotek klinik aborsi jual obat aborsi di batam aman dan terpercaya ampuh menggugurkan kandungan dalam usia 1 – 6 bulan dengan waktu 3 sampai 6 jam gugur tuntas, Obat aborsi yang kami tawarkan di ibu kota batam ini adalah obat original cytotec misoprostol yang sudah terkenal ampuh untuk aborsi kandungan usia 1,2,3,4,5,6 bulan gugur tuntas dan bisa hamil kembali atau biasa di sebut aborsi dengan obat cytotec paling aman.


Obat Aborsi Malang, 085325771385, Jual Obat Aborsi Malang Cytotec Asli Misoprostol, langsung gass 2018 Bryant University

Obat Aborsi Malang, 085325771385, Jual Obat Aborsi Malang Cytotec Asli Misoprostol, Langsung Gass

langsung gass

Jual Obat Aborsi Malang– Apotek klinik aborsi jual obat aborsi di malang aman dan terpercaya ampuh menggugurkan kandungan dalam usia 1 – 6 bulan dengan waktu 3 sampai 6 jam gugur tuntas, Obat aborsi yang kami tawarkan di ibu kota malang ini adalah obat original cytotec misoprostol yang sudah terkenal ampuh untuk aborsi kandungan usia 1,2,3,4,5,6 bulan gugur tuntas dan bisa hamil kembali atau biasa di sebut aborsi dengan obat cytotec paling aman.


Jual Obat Aborsi Jakarta Pil Segi 6 Cytotec Asli Cara Aborsi Medis Paling Aman. Jual Obat Aborsi Jakarta Terpercaya, langsung gass 2018 Bryant University

Jual Obat Aborsi Jakarta Pil Segi 6 Cytotec Asli Cara Aborsi Medis Paling Aman. Jual Obat Aborsi Jakarta Terpercaya, Langsung Gass

langsung gass

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Considering The Non-Programming Geographer's Perspective When Designing Extracurricular Introductory Computer Programming Workshops, Thomas R Etherington 2018 The University of Maine

Considering The Non-Programming Geographer's Perspective When Designing Extracurricular Introductory Computer Programming Workshops, Thomas R Etherington

Journal of Spatial Information Science

Computer programming is becoming an increasingly important scientific skill, but geographers are not necessarily receiving this training as part of their formal education. While there are efforts to promote and support extracurricular introductory computer programming workshops, there remain questions about how best to deliver these workshops. Therefore, as part of a recent introductory programming extracurricular workshop I organized for non-programing geographers, I tried to understand more about their perceptions of computer programming. I identify that one of the most important aspects for geographers to learn to computer program is to have training that is domain specific to ensure that the ...


Towards Harmonizing Property Measurement Standards, Abdullah Kara, Volkan Çağdaş, Ümit Işıkdağ, Bülent Onur Turan 2018 The University of Maine

Towards Harmonizing Property Measurement Standards, Abdullah Kara, Volkan Çağdaş, Ümit Işıkdağ, Bülent Onur Turan

Journal of Spatial Information Science

Area and volume values of buildings and building parts have been used in many applications including taxation, valuation and land use planning. Many countries maintain a national standard for representing the measurements of floor areas in buildings. The national standards generally use similar basis for measuring building floor areas, in fact, areas specified in national standards often have semantic differences. Therefore, a number of international standards have been developed for harmonizing floor area measurements; however, they also have differences. This study aims at harmonizing the floor areas defined in the international property measurement standards by revealing the semantic relations between ...


Bridging Space, Time, And Semantics In Giscience, Margarita Kokla, Eric Guilbert, Mir Abolfazl Mostafavi 2018 The University of Maine

Bridging Space, Time, And Semantics In Giscience, Margarita Kokla, Eric Guilbert, Mir Abolfazl Mostafavi

Journal of Spatial Information Science

No abstract provided.


Hyper-Local Geographically Weighted Regression: Extending Gwr Through Local Model Selection And Local Bandwidth Optimization, Alexis Comber, Yunqiang Wang, Yihe Lü, Xingchang Zhang, Paul Harris 2018 The University of Maine

Hyper-Local Geographically Weighted Regression: Extending Gwr Through Local Model Selection And Local Bandwidth Optimization, Alexis Comber, Yunqiang Wang, Yihe Lü, Xingchang Zhang, Paul Harris

Journal of Spatial Information Science

Geographically weighted regression (GWR) is an inherently exploratory technique for examining process non-stationarity in data relationships. This paper develops and applies a hyper-local GWR which extends such investigations further. The hyper-local GWR simultaneously optimizes both local model selection (which covariates to include in each local regression) and local kernel bandwidth specification (how much data should be included locally). These are evaluated using a measure of model fit. The hyper-local GWR approach evaluates different kernel bandwidths at each location and selects the most parsimonious local regression model. By allowing models and bandwidths to vary locally, this approach extends and refines the ...


Georeferencing Places From Collective Human Descriptions Using Place Graphs, Hao Chen, Stephan Winter, Maria Vasardani 2018 The University of Melbourne

Georeferencing Places From Collective Human Descriptions Using Place Graphs, Hao Chen, Stephan Winter, Maria Vasardani

Journal of Spatial Information Science

Place descriptions in everyday communication or in online text provide a rich source of spatial knowledge about places. Such descriptions typically consist of references to places and spatial relationships between them. An important step to utilize such knowledge in information systems is georeferencing the referred places. Beside place name disambiguation, another challenge is that a significant proportion of place references in such descriptions are not official place names indexed by gazetteers, thus cannot be resolved easily. This paper presents a novel approach for georeferencing places from collective descriptions using place graphs, regardless of whether they are referred to by gazetteered ...


Towards Place-Based Exploration Of Instagram: Using Co-Design To Develop An Interdisciplinary Geovisualization Prototype, Catherine Emma Jones, Daniele Guido, Marta Severo 2018 The University of Maine

Towards Place-Based Exploration Of Instagram: Using Co-Design To Develop An Interdisciplinary Geovisualization Prototype, Catherine Emma Jones, Daniele Guido, Marta Severo

Journal of Spatial Information Science

An abundance of geographic information is hidden within texts and multimedia objects that has the potential to enrich our knowledge about the relationship between people and places. One such example is the geographic information embedded within user-generated content collected and curated by the social media giants. Such geographic data can be encoded either explicitly as geotags or implicitly as geographical references expressed as texts that comprise part of a title or image caption. To use such data for knowledge building there is a need for new mapping interfaces. These interfaces should support both data integration and visualization, and geographical exploration ...


From Photon To Neuron Chapter 17: Rainbows And Other Caustics, Philip C. Nelson 2018 University of Pennsylvania

From Photon To Neuron Chapter 17: Rainbows And Other Caustics, Philip C. Nelson

Department of Physics Papers

This chapter extends Part III of the book From Photon to Neuron (Princeton Univ Press 2017). This preliminary version is made freely available as-is in the hope that it will be useful.


2003 - Salinas Valley Sediment Sources, 2018 California State University, Monterey Bay

2003 - Salinas Valley Sediment Sources

Related Research and Documents

The Salinas River is listed by the Environmental Protection Agency (EPA) under the Clean Water Act’s ‘303d list’ as being impaired due to ‘sedimentation/siltation.' A plan for management of the total maximum daily load of sediment is thus mandated. This plan was to include an assessment of sediment sources in the Salinas Watershed. The study provided the technical basis for this source analysis, to be used by the Central Coast Regional Water Quality Control Board (CCRWQB) in the development of the Salinas Sediment TMDL.


1995 - North Monterey County Hydrogeologic Study Volume I, Water Resource, 2018 California State University, Monterey Bay

1995 - North Monterey County Hydrogeologic Study Volume I, Water Resource

Monterey County Water Resources Agency Engineering Reports

The purpose of the investigation was to develop a better understanding of the hydrogeologic setting in the North Monterey County (North County) area and to quantify the various components of water supply and demand. The investigation also focused on the institutional and planning issues associated with the resource limitations and suggests possible responses to these limitations. The investigation was intended to provide the Monterey County Water Resources Agency (MCWRA), as well as the Monterey County Departments of Planning, Building & Inspection and Division of Environmental Health, with data essential to developing a ground water management plan and to support modifications to ...


1996 - Monterey County Hydrogeologic Study, Volume Ii -- Critical Issues Report And Interim Management Plan, Final Report, 2018 California State University, Monterey Bay

1996 - Monterey County Hydrogeologic Study, Volume Ii -- Critical Issues Report And Interim Management Plan, Final Report

Monterey County Water Resources Agency Engineering Reports

This document was a companion report to the North Monterey County Hydrogeologic Study, Volume I, dated October 1995. The document built from the technical understanding and problem identification developed in Volume I and focuses on key issues relative to developing a management plan for the water resources of the area. These included the interrelated policy, legal and financial issues that complicate the management of the resource. The purpose of the report was to provide an analysis of these issues towards the development of long-range management objectives.


2018 - Groundwater Management In California, Michael Hanemann, 2018 California State University, Monterey Bay

2018 - Groundwater Management In California, Michael Hanemann

Related Research and Documents

In 2014, the California legislature for the first time took some steps to create a framework for regulating groundwater pumping in over-drafted basins by adopting the Sustainable Groundwater Management Act (SGMA), representing California's first statewide groundwater management planning program. SGMA called for local agencies to develop groundwater sustainability plans within the next five to seven years and then achieve sustainable levels of groundwater extraction by approximately 2040 to 2045. California's prior efforts to regulate groundwater extraction is discussed, as well as groundwater depletion.


1998 - 2030 Land Use And Water Needs Conditions, 2018 California State University, Monterey Bay

1998 - 2030 Land Use And Water Needs Conditions

Miscellaneous Monterey and San Luis Obispo County Documents and Reports

Documentation of the methodology and data used to estimate the land use, M&I water needs, and pumped agricultural water under the 2030 conditions. One of the primary goals of the Salinas River Basin Management Plan (BMP) is to meet the agricultural, and municipal and industrial water needs of the Valley under the existing conditions (1995 level of development) as well as, under the future conditions (2030 level of development), while stopping the seawater intrusion and balancing the hydrologic conditions in the basin. In order to meet the 2030 water needs, a reasonable estimate of land use and water use conditions is required.

The major sources used to develop the future land use and water use estimates are as follows: MCWRA Ground Water Extraction Management System; MCWRA GIS Land Use Coverage; Association of Monterey Bay Area Governments and Salinas Valley Integrated Ground and Surface Water Model


1998 - Salinas Valley Water (Preliminary Analysis Of) The Cause And Cost Of Seawater Intrusion, 2018 California State University, Monterey Bay

1998 - Salinas Valley Water (Preliminary Analysis Of) The Cause And Cost Of Seawater Intrusion

Miscellaneous Monterey and San Luis Obispo County Documents and Reports

An analysis of the historical cause of seawater intrusion in the Pressure Area of Monterey County. An annual overdraft of groundwater resources near the coast coupled with a seasonal cycle of over pumping created a reversal in the groundwater gradient and associated cones of depression. "Marine intrusion has occurred in the 180-foot aquifer in recent years as a result of overdrafts." (Bulletin 52, 1946, p.27). The only overdrafts on groundwater in the Salinas Valley were in the East Side and Pressure Areas. "There was no shortage of groundwater in the remainder of the basin and no threat of deficiency ...


Controls On Phosphorus Export From An Agricultural Watershed: Amsden Brook, Fort Fairfield, Maine Usa., Gregory J. McDonald 2018 University of Maine

Controls On Phosphorus Export From An Agricultural Watershed: Amsden Brook, Fort Fairfield, Maine Usa., Gregory J. Mcdonald

Electronic Theses and Dissertations

This study explores the sources and mechanisms of phosphorus (P) mobilization during base flow within the Amsden Brook watershed, Fort Fairfield, Maine, USA. Amsden Brook is an agriculturally dominated watershed drained by a spring-fed and perennial first- to second-order stream. We characterized the P concentrations within the watershed to investigate connections between soils, stream sediment, surface water, and groundwater. Waters were monitored monthly during the 2017 snow-free period for temperature, pH, dissolved oxygen, conductivity, soluble reactive P (SRP), total P, strong acid anions, strong base cations, dissolved organic carbon (DOC), Al, Fe, and Mn. Phosphorus speciation within soils and sediment ...


2000 - Geology Bibliography Of California, 1854–2000, 2018 California State University, Monterey Bay

2000 - Geology Bibliography Of California, 1854–2000

Miscellaneous Monterey and San Luis Obispo County Documents and Reports

The scope of this database is much broader in scope than the original list of consultant reports submitted to Monterey County governmental agencies and includes extensive references on regional geologic mapping, hydrogeology, economic geology, and research done in connection with the Parkfield Earthquake Prediction Experiment.

Major sources of information include:

• Monterey County Planning Department: a database of approximately 2,000 references within the

categories of geology, soil, water resources, and water quality.

• Monterey County Water Resources Agency.

• Monterey Peninsula Water Management District.

• The American Geological Institute’s GeoRef database.

• The U.S. Geological Survey’s National Geologic Map Database.

• An ...


Jual Titan Gel Gold Asli Di Jakarta ✯ 0812 262 44333 ✯ Agen Titan Gel, kios kios 2018 University of California, San Francisco

Jual Titan Gel Gold Asli Di Jakarta ✯ 0812 262 44333 ✯ Agen Titan Gel, Kios Kios

kios kios

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CreamPembesar Penis Titan Gel Asli Merupakan Gel ( CREAM ) khusus untuk menambah ukuran alat vital pria yang mennggunakan sistem transdermal untuk penyerapan cepat dan hasil yang maksimal, Pembesar Penis TitanGel secara signifikan memperluas pembuluh darah dan kapiler hingga menjadikan Penis lebih besar dan panjang secara cepat dan permanen, Serta Hasilnya terlihat segera – tidak ada efek samping – yang paling utama adalah aman digunakan.

TITAN GEL ASLI ✧Pembesar Penis Adalah inovatif terbaru yang tidak hanya ...


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