№ files_lp_4_process_2_47655
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Supplementary figure captions describing radiomic feature selection using a LASSO algorithm with ten-fold cross-validation and histograms of feature importance scores for soft tissue and phalanges radiomic feature models.
Document type:
Supplementary figure captions
Academic field:
Radiomics
Research topic:
Radiomic feature selection and model feature importance
Methodology:
LASSO algorithm with ten-fold cross-validation
Analytical metrics:
Coefficients and mean squared error (MSE)
Models analyzed:
Soft tissue radiomic features model; phalanges radiomic features model; integrated radiomic features model
Data presentation:
Cross-validated coefficient plots, MSE curves, and feature importance histograms
Number of figures:
2 supplementary figures
Figure identifiers:
Supplement Figure 1; Supplement Figure 2
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The product description is provided for reference. Actual content and formatting may differ slightly.
Date:
4-20-2015
Note:
Region / City
Subject:
Education, Teacher Observations
Document Type:
Meeting Notes
Author:
Regina Phalange, Coach
Target Audience:
Educators, Coaches, School Administrators
Period of Validity:
April 22, 2015
Supplementary material for radiomic analysis of MRI sequences using various machine learning methods
Year:
2023
Region / city:
Not specified
Theme:
Radiomics, MRI sequences, machine learning
Document type:
Research Supplement
Author:
Not specified
Target audience:
Researchers, medical professionals
Period of validity:
Not specified
Approval date:
Not specified
Date of changes:
Not specified
Year:
2023
Region / city:
Not specified
Topic:
Radiomics, Machine learning, EGFR mutation detection
Document type:
Supplementary material
Author:
Not specified
Target audience:
Researchers, Medical professionals
Period of validity:
Not specified
Approval date:
Not specified
Date of changes:
Not specified
Contextual description:
Supplementary material for a scientific manuscript discussing the radiomic detection of EGFR mutations in non-small cell lung cancer (NSCLC) using machine learning techniques.
Year:
2023
Region / city:
United States
Subject:
Career & Financial Management
Type of document:
Lesson plan
Institution:
Lou DiCesare
Target audience:
High school students (grades 9-12)
Duration:
4 days (168 minutes)
Learning standards:
Standard 3b: Career Majors
Date of approval:
Summer 2023
Date of changes:
Not specified
Year:
2021
Region / City:
International
Topic:
Soft tissue sarcoma histopathology
Document Type:
Guide
Organization / Institution:
International Collaboration on Cancer Reporting (ICCR)
Author:
Not specified
Target Audience:
Pathologists, oncologists, medical professionals
Effective Period:
Ongoing
Approval Date:
Not specified
Amendment Date:
Not specified
Year:
2021
Region / city:
San Jose, CA
Topic:
Wireless LANs, Multi-Link Operation
Document type:
Proposed draft text
Author:
Kaiying Lu, Jinjing Jiang, Yongho Seok
Target audience:
IEEE 802.11 working group participants, Wireless LAN developers
Period of validity:
TBD
Approval date:
2021-02-20
Date of changes:
Multiple revisions up to Rev 19
Year:
2023-2032
Region / City:
Washington University, St. Louis, Missouri, USA
Topic:
Nucleation processes in materials science
Document Type:
White Paper
Organization / Institution:
Washington University in St. Louis, Pennsylvania State University, Tufts University, University of Florida, University Space Research Association, NASA GRC
Author:
Kenneth F. Kelton, Richard Axelbaum, Katherine Flores, Anup Gangopadhyay, John C. Mauro, Douglas Matson, Ranga Narayanan, Suman Sinha-Ray, Peter W. Vorhees, Richard Weber, Stephen Wilke
Target Audience:
Researchers, scientists in materials science and space exploration
Period of Validity:
2023-2032
Date of Approval:
Not specified
Date of Changes:
Not specified
Year:
2024
Region / City:
Bramhope
Topic:
Risk assessment
Document type:
Risk assessment
Organization:
Bramhope Scout Campsite
Author:
Becky Burrell
Target audience:
Activity instructors, participants
Period of validity:
12/05/24 - 12/05/25
Approval date:
12/05/24
Revision date:
12/05/25
Year:
2022
Region / city:
Birmingham, UK
Topic:
Medical Referral
Document type:
Referral Form
Organization:
Royal Orthopaedic Hospital
Author:
Not specified
Target audience:
Healthcare professionals, referring consultants
Effective period:
Not specified
Approval date:
Not specified
Amendment date:
Not specified
Note:
Year
Document Type:
Form
Institution:
Indian Institute of Technology Indore
Target Audience:
Postgraduate students
Year:
N/A
Region / city:
N/A
Theme:
Geology
Document type:
Educational text
Organization / institution:
N/A
Author:
N/A
Target audience:
General public, students of geology
Period of validity:
N/A
Approval date:
N/A
Date of changes:
N/A
Year:
2025
Region / city:
Darlington
Theme:
Procurement, Tendering
Document type:
Procurement Questionnaire
Organization / Institution:
Darlington College
Author:
Not specified
Target audience:
Suppliers
Effective period:
Not specified
Approval date:
Not specified
Amendment date:
Not specified
Year:
2021
Region / city:
Sri Lanka
Subject:
Education, Soft Skills Development
Document type:
Research Paper
Institution:
The Open University of Sri Lanka
Author:
S.N. Jayasinghe, N.M.R.K. Nawaratna
Target audience:
Educators, School Administrators, Researchers
Period of application:
Not specified
Approval date:
Not specified
Date of changes:
Not specified
Year:
2024
Region / city:
Denmark
Topic:
Multilateral and International Cooperation
Document type:
Guidelines
Organization / institution:
Ministry of Foreign Affairs of Denmark
Author:
Ministry of Foreign Affairs of Denmark
Target audience:
Staff of the Ministry of Foreign Affairs of Denmark
Period of validity:
Not specified
Date of approval:
Not specified
Date of amendments:
Not specified
Context:
Guidelines for managing core support to multilateral and international organizations, including strategic partnerships, funding processes, and implementation.
Type of document:
Podcast episode script and educational notes
Podcast title:
IDIOTS (Infectious Disease Insight Of Two Specialists)
Subject:
Skin and Soft Tissue Infections (SSTI)
Topics covered:
Definition, risk factors, causative organisms, symptoms, diagnosis, severity assessment, treatment
Main pathogens:
Staphylococcus aureus; Streptococcus groups A, C/G; Streptococcus pneumoniae; Haemophilus influenzae; Pseudomonas aeruginosa; Vibrio vulnificans; anaerobes
Associated conditions:
Diabetes; immunosuppression; venous insufficiency; obesity; renal and liver disease; alcoholism
Clinical features referenced:
Dolor, Rubor, Calor, Tumor (attributed to Celsus)
Diagnostic approaches:
Clinical diagnosis; culture of pus; blood cultures if febrile; imaging to exclude differential diagnoses
Severity classifications:
qSOFA; SIRS; Eron Classification; uncomplicated vs complicated infection; necrotising fasciitis types I–III
Treatment strategies:
Limb elevation; staphylococcal and streptococcal antibiotic cover; gram-negative cover in severe cases; broad-spectrum bactericidal therapy for necrotising fasciitis
Year:
2012
Date Range:
15–19 January 2012
Volume:
58
Compiler:
Dr Umar Azam
Archive:
Archive of Dr Umar Azam
Place of Compilation:
Manchester, UK
Subject:
Requests for digital copies of the Holy Quran and related Islamic e-books
Document Type:
Email correspondence archive
Languages Mentioned:
Arabic, Urdu, English
Related Works:
Holy Quran; Aab-e-Kausar Book of Durood Duas; Power of Durood Sharif; Hajj E-Book; Duas E-Book
Correspondents:
Various individual email senders
Medium:
Electronic mail
Organisation type:
Health service organisation
Platform:
Care Opinion Australia
Document type:
Implementation phase plan
Project phase:
Phase 3 – Platform Roll Out (Soft Launch)
Program:
Care Opinion platform adoption
Responsible roles:
CEO, Project Lead, Communications Team, Site Administrator
Stakeholders:
Staff, volunteers, consumers, Board Members, Consumer Advisory Councils/Groups
Key activities:
Staff training, website update preparation, promotional communications, platform launch in soft launch services
Resources provided:
Website content and widget embedding instructions, Care Opinion logo, training and support, promotional materials
Support channels:
Phone, email, videoconferencing with Care Opinion staff
Communication materials:
Hard copy and digital promotional materials
Target participants:
Consumers of soft launch services and organisational staff
Expected outputs:
Consumers sharing stories on the platform and staff responding to stories
Implementation timeframe:
Recommended completion within one month after Phase 2
Program timeline reference:
Approximately four months after the subscription contract (Service Agreement) is signed and returned to Care Opinion Australia
Year:
2026
Organization:
Department for Education (DfE)
Type of document:
Template letters
Target audience:
Local authorities, academy trusts, governing bodies, school and college leaders, staff, technical professionals
Scope:
Construction projects under the DfE Construction Framework 2025 (CF25)
Review period:
12 months
Document history:
Revision C01, Date 2026-01-12, GOV.UK publication
Coverage:
Pre-handover, Practical Completion, Post-completion rectification
Number of letters:
5
Application:
Schools, academies, free schools, maintained nursery schools, further education colleges, special schools