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Table S1: Sensitivity, Specificity, PPV, NPV, and F1 Score of NLP Vs. ICD for Identification of Symptoms for (A) Biome Developm
Table S1: Sensitivity, specificity, PPV, NPV, and F1 score of NLP vs. ICD for identification of symptoms for (A) BioMe development cohort; (B) BioMe validation cohort; (C) MIMIC-III; (D) 1 year of notes from patients in BioMe calculated using manual chart review. A) Fatigue Nausea and/or vomiting Anxiety Depression NLP (95% ICD (95% CI) P NLP (95% CI) ICD (95% CI) P NLP (95% CI) ICD (95% CI) P NLP (95% CI) ICD (95% CI) P CI) 0.99 (0.93- 0.59 (0.43- <0.00 0.25 (0.12- <0.00 <0.00 0.54 (0.33- Sensitivity 0.99 (0.9 – 1) 0.98 (0.88 -1) 0.3 (0.15-0.5) 0.85 (0.65-96) 0.02 1) 0.73) 1 0.42) 1 1 0.73) 0.57 (0.29- 0.9 (0.68- Specificity 0.89 (0.4-1) 0.75 (0.19-1) 0.68 0.97 (0.77-1) 0.03 0.98 (0.83-1) 0.22 0.81 (0.53-0.9) 0.96 (0.79-1) 0.06 0.82) 0.99) 0.99 (0.92- 0.86 (0.71- 0.94 (0.79- 0.79 (0.59- PPV 0.96 (0.82-1) 0.3 0.95 (0.66-1) 0.02 0.95 (0.66-1) 0.16 0.93 (0.68-1) 0.12 1) 0.95) 0.99) 0.92) 0.13 (0.03- <0.00 0.49 (0.33- <0.00 0.66 (0.48- NPV 0.89 (0.4-1) 0.007 0.94 (0.63-1) 0.34 (0.2-0.51) 0.97 (0.81-1) 0.86 (0.6-0.95) 0.04 0.35) 1 0.65) 1 0.81) <0.00 <0.00 <0.00 F1 Score 0.99 0.83 0.88 0.57 0.95 0.63 0.82 0.79 0.002 1 1 1 Itching Cramp Pain NLP (95% ICD (95% CI) P NLP (95% CI) ICD (95% CI) P NLP (95% CI) ICD (95% CI) P CI) 0.98 (0.86- 0.24 (0.09- <0.00 0.09 (0.01- <0.00 0.52 (0.37- <0.00 Sensitivity 0.98 (0.85-1) 0.99 (0.93-1) 1) 0.45) 1 0.29) 1 0.66) 1 0.89 (0.72- 0.5 (0.37- Specificity 0.96 (0.8-1) 0.98 (0.86-1) 0.68 0.98 (0.88-1) 0.18 0.5 (0-1) 1 0.98) 0.66) 0.88 (0.69- PPV 0.96 (0.8-1) 0.8 (0.54-1) 0.32 0.8 (0.16-1) 0.22 0.99 (0.93-1) 0.98 (0.87-1) NA* 0.97) 0.98 (0.85- 0.57 (0.41- <0.00 0.58 (0.43- <0.00 NPV 0.98 (0.86-1) 0.5 (0-1) 0.02 (0-0.08) NA* 1) 0.72) 1 0.72) 1 <0.00 <0.00 <0.00 F1 Score 0.97 0.56 0.91 0.28 0.99 0.68 1 1 1 *Denotes 95% confidence intervals and P values that could not be calculated due to insufficient cells in 2x2 tables. -
Medication Instructions for Allergy Patients
MEDICATION INSTRUCTIONS FOR ALLERGY PATIENTS Drugs which contain antihistamine or have antihistaminic effects can result in negative reactions to skin testing. As a result, it may not be possible to properly interpret skin test results, and testing may have to be repeated at a later date. While this list is extensive, it is NOT all inclusive (particularly of the various brand names). Discontinue ALL antihistamines including the following medications seven (7) days prior to skin testing (unless longer time specified): Antihistamines – Generic name (Brand name(s)): Cetirizine (Zyrtec, Zyrtec-D) Hydroxyzine (Vistaril, Atarax) Desloratadine (Clarinex) Levocetirizine (Xyzal) Fexofenadine (Allegra, Allegra-D) Loratadine (Claritin, Claritin-D, Alavert) Diphenhydramine (Aleve PM, Benadryl, Bayer P.M., Benylin, Contac P.M., Doans P.M, Excedrin PM, Legatrin P.M.. Nytol, Tylenol Nighttime, Unisom, Zzzquil) Chlorpheniramine (Aller-Chlor, Allerest, Alka Seltzer Plus, Chlor-Trimeton, Comtrex, Contac, Co-Pyronil, Coricidin, CTM, Deconamine, Dristan, Dura-tap, Naldecon, Ornade Spansules, Rondec, Sinutab, Teldrin, Triaminic, Triaminicin, Tylenol Allergy) Azatadine (Optimine, Trinalin) Doxylamine (Nyquil) Brompheniramine (Bromfed, Dimetane, Dimetapp) Meclizine (Antivert) Carbinoxamine (Clistin, Rondec) Pheniramine Clemastine (Tavist) Phenyltoloxamine (Nadecon) Cyclizine (Marezine) Promethazine (Phenergan) Cyprohepatidine (Periactin) (9 days) Pyrilamine (Mepyramine) Dexbrompheniramine (Drixoral) Quinacrine (Atabrine) Dexchlorpheniramine (Extendryl, Polaramine) -
Skim - a Generalized Literature-Based Discovery System For
bioRxiv preprint doi: https://doi.org/10.1101/2020.10.16.343012; this version posted October 17, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. SKiM - A generalized literature-based discovery system for uncovering novel biomedical knowledge from PubMed Kalpana Raja1, John Steill1, Ian Ross2, Lam C Tsoi3,4,5, Finn Kuusisto1, Zijian Ni6, Miron Livny2, James Thomson1,7 and Ron Stewart1* 1Regenerative Biology, Morgridge Institute for Research, Madison, WI, USA 2Center for High Throughput Computing, Computer Sciences Department, University of Wisconsin, Madison, WI, USA 3Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA 4Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, MI, USA 5Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA 6Department of Statistics, University of Wisconsin, Madison, WI, USA 7Department of Cell and Regenerative Biology, University of Wisconsin, Madison, WI, USA *Corresponding author Email: [email protected] Phone: (608) 316-4349 Home page: https://morgridge.org/profile/ron-stewart/ bioRxiv preprint doi: https://doi.org/10.1101/2020.10.16.343012; this version posted October 17, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Abstract Literature-based discovery (LBD) uncovers undiscovered public knowledge by linking terms A to C via a B intermediate. Existing LBD systems are limited to process certain A, B, and C terms, and many are not maintained. We present SKiM (Serial KinderMiner), a generalized LBD system for processing any combination of A, Bs, and Cs. -
Patent Application Publication ( 10 ) Pub . No . : US 2019 / 0192440 A1
US 20190192440A1 (19 ) United States (12 ) Patent Application Publication ( 10) Pub . No. : US 2019 /0192440 A1 LI (43 ) Pub . Date : Jun . 27 , 2019 ( 54 ) ORAL DRUG DOSAGE FORM COMPRISING Publication Classification DRUG IN THE FORM OF NANOPARTICLES (51 ) Int . CI. A61K 9 / 20 (2006 .01 ) ( 71 ) Applicant: Triastek , Inc. , Nanjing ( CN ) A61K 9 /00 ( 2006 . 01) A61K 31/ 192 ( 2006 .01 ) (72 ) Inventor : Xiaoling LI , Dublin , CA (US ) A61K 9 / 24 ( 2006 .01 ) ( 52 ) U . S . CI. ( 21 ) Appl. No. : 16 /289 ,499 CPC . .. .. A61K 9 /2031 (2013 . 01 ) ; A61K 9 /0065 ( 22 ) Filed : Feb . 28 , 2019 (2013 .01 ) ; A61K 9 / 209 ( 2013 .01 ) ; A61K 9 /2027 ( 2013 .01 ) ; A61K 31/ 192 ( 2013. 01 ) ; Related U . S . Application Data A61K 9 /2072 ( 2013 .01 ) (63 ) Continuation of application No. 16 /028 ,305 , filed on Jul. 5 , 2018 , now Pat . No . 10 , 258 ,575 , which is a (57 ) ABSTRACT continuation of application No . 15 / 173 ,596 , filed on The present disclosure provides a stable solid pharmaceuti Jun . 3 , 2016 . cal dosage form for oral administration . The dosage form (60 ) Provisional application No . 62 /313 ,092 , filed on Mar. includes a substrate that forms at least one compartment and 24 , 2016 , provisional application No . 62 / 296 , 087 , a drug content loaded into the compartment. The dosage filed on Feb . 17 , 2016 , provisional application No . form is so designed that the active pharmaceutical ingredient 62 / 170, 645 , filed on Jun . 3 , 2015 . of the drug content is released in a controlled manner. Patent Application Publication Jun . 27 , 2019 Sheet 1 of 20 US 2019 /0192440 A1 FIG . -
2021 Formulary List of Covered Prescription Drugs
2021 Formulary List of covered prescription drugs This drug list applies to all Individual HMO products and the following Small Group HMO products: Sharp Platinum 90 Performance HMO, Sharp Platinum 90 Performance HMO AI-AN, Sharp Platinum 90 Premier HMO, Sharp Platinum 90 Premier HMO AI-AN, Sharp Gold 80 Performance HMO, Sharp Gold 80 Performance HMO AI-AN, Sharp Gold 80 Premier HMO, Sharp Gold 80 Premier HMO AI-AN, Sharp Silver 70 Performance HMO, Sharp Silver 70 Performance HMO AI-AN, Sharp Silver 70 Premier HMO, Sharp Silver 70 Premier HMO AI-AN, Sharp Silver 73 Performance HMO, Sharp Silver 73 Premier HMO, Sharp Silver 87 Performance HMO, Sharp Silver 87 Premier HMO, Sharp Silver 94 Performance HMO, Sharp Silver 94 Premier HMO, Sharp Bronze 60 Performance HMO, Sharp Bronze 60 Performance HMO AI-AN, Sharp Bronze 60 Premier HDHP HMO, Sharp Bronze 60 Premier HDHP HMO AI-AN, Sharp Minimum Coverage Performance HMO, Sharp $0 Cost Share Performance HMO AI-AN, Sharp $0 Cost Share Premier HMO AI-AN, Sharp Silver 70 Off Exchange Performance HMO, Sharp Silver 70 Off Exchange Premier HMO, Sharp Performance Platinum 90 HMO 0/15 + Child Dental, Sharp Premier Platinum 90 HMO 0/20 + Child Dental, Sharp Performance Gold 80 HMO 350 /25 + Child Dental, Sharp Premier Gold 80 HMO 250/35 + Child Dental, Sharp Performance Silver 70 HMO 2250/50 + Child Dental, Sharp Premier Silver 70 HMO 2250/55 + Child Dental, Sharp Premier Silver 70 HDHP HMO 2500/20% + Child Dental, Sharp Performance Bronze 60 HMO 6300/65 + Child Dental, Sharp Premier Bronze 60 HDHP HMO -
Pharmaceuticals As Environmental Contaminants
PharmaceuticalsPharmaceuticals asas EnvironmentalEnvironmental Contaminants:Contaminants: anan OverviewOverview ofof thethe ScienceScience Christian G. Daughton, Ph.D. Chief, Environmental Chemistry Branch Environmental Sciences Division National Exposure Research Laboratory Office of Research and Development Environmental Protection Agency Las Vegas, Nevada 89119 [email protected] Office of Research and Development National Exposure Research Laboratory, Environmental Sciences Division, Las Vegas, Nevada Why and how do drugs contaminate the environment? What might it all mean? How do we prevent it? Office of Research and Development National Exposure Research Laboratory, Environmental Sciences Division, Las Vegas, Nevada This talk presents only a cursory overview of some of the many science issues surrounding the topic of pharmaceuticals as environmental contaminants Office of Research and Development National Exposure Research Laboratory, Environmental Sciences Division, Las Vegas, Nevada A Clarification We sometimes loosely (but incorrectly) refer to drugs, medicines, medications, or pharmaceuticals as being the substances that contaminant the environment. The actual environmental contaminants, however, are the active pharmaceutical ingredients – APIs. These terms are all often used interchangeably Office of Research and Development National Exposure Research Laboratory, Environmental Sciences Division, Las Vegas, Nevada Office of Research and Development Available: http://www.epa.gov/nerlesd1/chemistry/pharma/image/drawing.pdfNational -
BMJ Open Is Committed to Open Peer Review. As Part of This Commitment We Make the Peer Review History of Every Article We Publish Publicly Available
BMJ Open is committed to open peer review. As part of this commitment we make the peer review history of every article we publish publicly available. When an article is published we post the peer reviewers’ comments and the authors’ responses online. We also post the versions of the paper that were used during peer review. These are the versions that the peer review comments apply to. The versions of the paper that follow are the versions that were submitted during the peer review process. They are not the versions of record or the final published versions. They should not be cited or distributed as the published version of this manuscript. BMJ Open is an open access journal and the full, final, typeset and author-corrected version of record of the manuscript is available on our site with no access controls, subscription charges or pay-per-view fees (http://bmjopen.bmj.com). If you have any questions on BMJ Open’s open peer review process please email [email protected] BMJ Open Pediatric drug utilization in the Western Pacific region: Australia, Japan, South Korea, Hong Kong and Taiwan Journal: BMJ Open ManuscriptFor ID peerbmjopen-2019-032426 review only Article Type: Research Date Submitted by the 27-Jun-2019 Author: Complete List of Authors: Brauer, Ruth; University College London, Research Department of Practice and Policy, School of Pharmacy Wong, Ian; University College London, Research Department of Practice and Policy, School of Pharmacy; University of Hong Kong, Centre for Safe Medication Practice and Research, Department -
Preferred Drug List
October 2021 Preferred Drug List The Preferred Drug List, administered by CVS Caremark® on behalf of Siemens, is a guide within select therapeutic categories for clients, plan members and health care providers. Generics should be considered the first line of prescribing. If there is no generic available, there may be more than one brand-name medicine to treat a condition. These preferred brand-name medicines are listed to help identify products that are clinically appropriate and cost-effective. Generics listed in therapeutic categories are for representational purposes only. This is not an all-inclusive list. This list represents brand products in CAPS, branded generics in upper- and lowercase Italics, and generic products in lowercase italics. PLAN MEMBER HEALTH CARE PROVIDER Your benefit plan provides you with a prescription benefit program Your patient is covered under a prescription benefit plan administered administered by CVS Caremark. Ask your doctor to consider by CVS Caremark. As a way to help manage health care costs, prescribing, when medically appropriate, a preferred medicine from authorize generic substitution whenever possible. If you believe a this list. Take this list along when you or a covered family member brand-name product is necessary, consider prescribing a brand name sees a doctor. on this list. Please note: Please note: • Your specific prescription benefit plan design may not cover • Generics should be considered the first line of prescribing. certain products or categories, regardless of their appearance in • This drug list represents a summary of prescription coverage. It is this document. Products recently approved by the U.S. Food and not all-inclusive and does not guarantee coverage. -
Histamine Receptor
Histamine Receptor Histamine Receptors are a class of G protein-coupled receptors with histamine as their endogenous ligand. There are four known histamine receptors: H1 receptor, H2 receptor, H3 receptor, H4 receptor. The H1 receptor is a histamine receptor belonging to the family of Rhodopsin-like G-protein-coupled receptors. This receptor, which is activated by the biogenic amine histamine, is expressed throughout the body, to be specific, in smooth muscles, on vascular endothelial cells, in the heart, and in the central nervous system. H2 receptors are positively coupled to adenylate cyclase via Gs. It is a potent stimulant of cAMP production, which leads to activation of Protein Kinase A. Histamine H3 receptors are expressed in the central nervous system and to a lesser extent the peripheral nervous system, where they act asautoreceptors in presynaptic histaminergic neurons, and also control histamine turnover by feedback inhibition of histamine synthesis and release. The Histamine H4 receptor has been shown to be involved in mediating eosinophil shape change and mast cell chemotaxis. www.MedChemExpress.com 1 Histamine Receptor Inhibitors & Modulators (±)-Methotrimeprazine (D6) (±)-Tazifylline (dl-Methotrimeprazine D6) Cat. No.: HY-19489S Cat. No.: HY-U00018 Bioactivity: (±)-Methotrimeprazine (D6) is the deuterium labeled Bioactivity: (±)-Tazifylline is a potent, selective and long-acting Methotrimeprazine, which is a D3 dopamine and Histamine H1 histamine H1 receptor antagonist. receptor antagonist. Purity: >98% Purity: >98% Clinical Data: No Development Reported Clinical Data: No Development Reported Size: 1 mg Size: 1 mg, 5 mg, 10 mg, 20 mg ABT-239 Acrivastine Cat. No.: HY-12195 (BW825C) Cat. No.: HY-B1510 Bioactivity: ABT-239 is a novel, highly efficacious, Bioactivity: Acrivastine (BW825C) is a short acting histamine 1 non-imidazole class of H3R antagonist and a transient receptor antagonist for the treatment of allergic rhinitis. -
Medications to Avoid Before Skin Testing
PLEASE STOP ANTIHISTAMINES 5 DAYS PRIOR TO NEW PATIENT APPOINTMENTS OR ALLERGY SKIN TESTING *Do not stop asthma medications or any other medications that do not contain antihistamine! **If you have major hives or swelling, do not stop your antihistamines. ***Please call us if you have questions about any of your medications interfering with skin testing. ****Do not use oil, cream or lotion on the back or arms for 24 hours prior to skin testing. COMMON MEDICATIONS CONTAINING ANTIHISTAMINES • Actifed (chlorpheniramine) • Elavil (amitriptyline) • Advil PM, Advil Allergy • Excedrin PM • Alavert/Claritin (loratadine) • Fexofenadine (Allegra) • Allegra (fexofenadine) • Hydroxyzine (Atarax, Vistaril) • Alka Seltzer P.M. • Imipramine (Tofranil) • Amitriptyline (Elavil) • Levocetirizine (Xyzal) • Antivert (Meclizine) • Loratadine (Claritin) • Astelin Nasal Spray (azelastine) • Meclizine (Antivert, Bonine) • Astepro Nasal Spray (azelastine) • Norpramine (desipramine) • Atarax (hydroxyzine) • Nortriptyline (Pamelor) • Azelastine nose spray (Astepro, Astelin) • Nyquil • Benadryl (diphenhydramine) • Nytol • Bonine (meclizine) • Olopatadine (Patanase nasal spray) • Cetirizine (Zyrtec) • Pamelor (nortriptyline) • Chlorpheniramine (Chlor-Trimeton, Actifed, • Patanase Nasal Spray (olopatadine) Tussionex) • PBZ (pyribenzamine) • Chlor-Trimeton (chlorpheniramine) • Pediacare • Clarinex (desloratadine) • Periactin (Cyproheptadine) • Claritin (loratadine) • Phenergan (promethazine) • Clemastine (Tavist) • Promethazine (Phenergan) • Cogentin (for Parkinson's -
Medicines That Adversely Affect Allergy Skin Testing
1 OSU Department of Otolaryngology–Head and Neck Surgery Division of Sinus and Allergy at the OSU Eye and Ear Institute 915 Olentangy River Rd. 4th Floor Columbus, Oh 43212 614-366-ENTS (3687) Medicines that affect allergy skin testing: Do not take these medications 5 days or longer (as listed below), prior to your appointment: *This is not an all-inclusive list, review all the ingredients on the package or ask your doctor or pharmacist.* Antihistamines - First Generation Generic Name Brand Names Azatadine Optimine Bromphenarimine BroveX, Dimetane, Lodrane Carbinoxamine Maleate Histex Pd, Palgic and Pediatex AHIST, Aller-Chlor, C.P.M, Chlo-Amine, Chlor-Allergy, Chlor-Mal, ChlorTrimeton, Chlorphen, Chlorpheniramine (6 days) Effidac-24, Histex, Ridraman Clemastine (10 days) Allerhist-1, Contact 12hr Allergy, Tavist-1 Cyproheptadine (11 days) Periactin Dexchlorpheniramine Polaramine Actifed Sinus Day, Aler-Tab, Allergy, AllergySinus, Allermax, Aler-Dryl, Altaryl, Banophren, Benadryl, Calm-Aid, Children's Allergy, Compoz Nighttime, Diphedryl, Diphen-Allergy, Diphenhist, Dormin Sleep Aide, Dytan, Dytuss, Genahist, Hydramine, Ibuprofen PM, Nu-Med, Nytol, PediaCare Diphenhydramine Children's Allergy, Q-Dryl, Quenalin, Scot-Tussin Allergy, Siladryl, Silphen, Simply Allergy, Simply Sleep, Sleep-ettes, Sleep Formula, Sleepinal, Sominex, Tavist, Theraflu, Triaminic, Twilite, Tylenol PM, Unisom Sleep Gels, Valu-Dryl Dimenhydrinate Dramamine Hydroxyzine (8 days) Atarax, Rezine, Vistaril Ketotifen Zatiden Meclizine HCl Antivert, Bonine Methdilazine -
Stembook 2018.Pdf
The use of stems in the selection of International Nonproprietary Names (INN) for pharmaceutical substances FORMER DOCUMENT NUMBER: WHO/PHARM S/NOM 15 WHO/EMP/RHT/TSN/2018.1 © World Health Organization 2018 Some rights reserved. This work is available under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO licence (CC BY-NC-SA 3.0 IGO; https://creativecommons.org/licenses/by-nc-sa/3.0/igo). Under the terms of this licence, you may copy, redistribute and adapt the work for non-commercial purposes, provided the work is appropriately cited, as indicated below. In any use of this work, there should be no suggestion that WHO endorses any specific organization, products or services. The use of the WHO logo is not permitted. If you adapt the work, then you must license your work under the same or equivalent Creative Commons licence. If you create a translation of this work, you should add the following disclaimer along with the suggested citation: “This translation was not created by the World Health Organization (WHO). WHO is not responsible for the content or accuracy of this translation. The original English edition shall be the binding and authentic edition”. Any mediation relating to disputes arising under the licence shall be conducted in accordance with the mediation rules of the World Intellectual Property Organization. Suggested citation. The use of stems in the selection of International Nonproprietary Names (INN) for pharmaceutical substances. Geneva: World Health Organization; 2018 (WHO/EMP/RHT/TSN/2018.1). Licence: CC BY-NC-SA 3.0 IGO. Cataloguing-in-Publication (CIP) data.