Upload File

monary

63
MONARY: SCIENTIFIC ANALYSIS WITH MONGODB AND NUMPY Anna Herlihy O P E N D A T A S C I E N C E C O N F E R E N C E_ BOSTON 2015 @opendatasci

Upload: odsc

Post on 15-Aug-2015

59 views

Category:

Technology


0 download

Report

Tags:

TRANSCRIPT

Page 1: Monary

MONARY: SCIENTIFIC ANALYSIS WITH

MONGODB AND NUMPYAnna Herlihy

O P E ND A T AS C I E N C EC O N F E R E N C E_

BOSTON 2015

@opendatasci

Page 2: Monary
Page 3: Monary
Page 4: Monary
Page 5: Monary
Page 6: Monary
Page 7: Monary
Page 8: Monary
Page 9: Monary
Page 10: Monary
Page 11: Monary
Page 12: Monary
Page 13: Monary
Page 14: Monary
Page 15: Monary
Page 16: Monary
Page 17: Monary
Page 18: Monary
Page 19: Monary
Page 20: Monary
Page 21: Monary
Page 22: Monary
Page 23: Monary
Page 24: Monary
Page 25: Monary
Page 26: Monary
Page 27: Monary
Page 28: Monary
Page 29: Monary
Page 30: Monary
Page 31: Monary
Page 32: Monary
Page 33: Monary
Page 34: Monary
Page 35: Monary
Page 36: Monary
Page 37: Monary
Page 38: Monary
Page 39: Monary
Page 40: Monary
Page 41: Monary
Page 42: Monary
Page 43: Monary
Page 44: Monary
Page 45: Monary
Page 46: Monary
Page 47: Monary
Page 48: Monary
Page 49: Monary
Page 50: Monary
Page 51: Monary
Page 52: Monary
Page 53: Monary
Page 54: Monary
Page 55: Monary
Page 56: Monary
Page 57: Monary
Page 58: Monary
Page 59: Monary
Page 60: Monary
Page 61: Monary
Page 62: Monary
Page 63: Monary

Dystrophin-Deficient Cardiomyopathy · Advances in management, namely corticosteroid treatments, spinal stabilization, and improved pul-monary support, have significantly improved

PFKFB3-mediated endothelial glycolysis promotes pulmonary ...monary hypertension (8), rely heavily on glycolysis for increased growth. Although aerobic glycolysis is an inefficient

सिलिका मील कामगारों का ...2003 134 17.9 24.7 I à 32 q-r I 6 (Restrictive), 20.9 à (Obstructive) 10.4 (Combined Pul- monary Impairment) I (Exposure)

Cronicon - ECronicon in India is estimated to be 5.05 per 1000 and tuberculosis of GI tract remains the sixth most frequent form of extra-pul - monary TB. Mycobacterium tuberculosis

Microscopy and polymerase chain reaction detection of ...downloads.hindawi.com/journals/cjidmm/2004/680153.pdf · reports an atypical case of visceral leishmaniasis with pul-monary

Varied Radiologic Appearances ofPu!- monary Aspergillosis1 · (6,22,23). Embolization offeeding vessels (bronchial orintercostal arteries) with polyvi-nylalcohol particles represents

Basic Science Investigation Articles...present in tetralogy of Fallot (TOF) patients having both pul-monary atresia and ventricular septal defect (PA–VSD) (1,2). Although their origin

Review The pulmonary endothelium in acute respiratory ...monary oedema. Thus, ARDS presents clinically with acute onset of breathlessness and hypoxaemia in the presence of diffuse

Their decline - thorax.bmj.com · CONCLUSION It was concluded that, while stented fresh pul-monary allografts in sheep can function well immediately after insertion as tricuspid valve

Gross Hematuria Associated with Genitourinary Tuberculosis · monary tuberculosis is present in less than 50% of patients with renal tuberculosis, and active pulmonary disease is

perinatal lung maturation and function · monary homeostasis at birth (2). Preterm birth or dysregulation of these processes result in pulmonary immaturity and surfac-tant deficiency,

Monary: scientific analysis with mongodb and numpy

Muscular metastasis from mesocolic and duodenal … · 2018-12-27 · monary metastases. A. Cappellani, et al. 384 Ann. Ital. Chir., 82, 5, 2011 Fig. 1: Abdominal CT scan showing

Diagnosis and Treatment of Vascular Air Embolism air embolism may have cardiovascular, pul-monary, and neurologic sequelae. The spectrum of ef-fects is dependent on the rate and entrained

I nllnnllnlnlnl mhhhhhhhihm mmmnmmmmmmEnmE … · 2014-09-27 · RECREATION CARIBYING CAPACITY FACTS AND CONSIDERATIONS Report 8 MoNARY LOCK AND DAM LAKE WALLULA PROJECT AREA . by-Urban

Pulmonary Arterial Hypertension-Related Morbidity Is ...R isk assessment plays a key role in the man-agement of progressive diseases such as pul-monary arterial hypertension (PAH)

醫學術語 - 【長庚學習網】學無止盡‧精益求精 - ·  · 2016-07-12Dead of arrival di scontinue PFT POH POMR pil qidu QH(qh) sos Syr. ST(stat) pu I monary test pro

Chronic Thromboembolic Pulmonary Hypertension · present with signs of chronic disease at the time of initial diagnosis. Because the majority of patients with acute pul-monary embolism

Review Cellular and molecular basis of RV hypertrophy in ... · Since the RV normally faces a low impedance pul-monary circulation and is a low-pressure chamber, the walls in this

Blood Circulation 400 Years after its Discovery · 2017-03-18 · cle through these “pores” to form the scarce arterial blood while air passed from the lungs through the pul-monary

Transcatheter embolisation pulmonary arteriovenous ... · pressures were normal, with a right pul-monary artery pressure of 33/12 mm Hg, mean 21 mmHg. During intubation and in 100%oxygen,

Chalmers Initiative Seminar on Big Data · Presentation of the Swedish CArdioPul-monary bioImage Study (SCAPIS) which aim to build a nationwide, open-access, population-based cohort

2.2 The Heart- ECG - UZH · in order to analyze the direction and speed of blood flowing within the heart ... monary valve stenosis ... for the mitral auscultation and the tricuspid

From bedside to bench: lung ultrasound for the assessment ...mediated cardiogenic lung edema and permeability-type pul-monary edema as a result of alveolar-capillary barrier failure

I PART I Prevalence, risks, and prognosis of pulmonary ...€¦ · In an autopsy study that employed postmortem pul-monary arteriography as well as gross dissection and microscopic

Mini-abdominoplasty associated with liposuction and ... · Mini-abdominoplasty surgery is safe with no severe complications such as infection, pul - monary embolism, and perforation

Update on Latent Tuberculosis Infection - aafp.org (TB) can progress to active pul-monary disease (most common) or extra-pulmonary disease, or it can remain latent for part or all

Tumours of the Pleura - iarc.fr · spontaneous pneumothorax {943}, mass lesions and/or segmental or lobar pul-monary collapse, and mediastinal inva-sion with laryngeal nerve palsy

A STUDY ON THE INFLUENCE OF HIV INFECTION IN … fileA STUDY ON THE INFLUENCE OF HIV INFECTION IN PULMONARY TUBERCULOSIS PATIENTS ON THE ~ ~ CONDARY TRANSMISSION OF PLJL"MONARY TUn~

irs tjoint iopu monary rkshop - NASA · cardiopulmonary adaptation to microgravity so that health and performance ofcrewmembers is optimized in space and upon return to Earth.

INVITED COMMENTARY / КОМЕНТАР ПО ПОЗИВУ The … · The article titled “Is there a doctor on the plane? The distinctive conditions of cardiopul-monary resuscitation

Echocardiography for adult patients supported with ...McConnell’s sign, severe basal and mid RV hypokinesia with apical hyperkinesia, is indicative of acute onset pul-monary hypertension

Fetal dysrhythmias - Perinatal Echo Imaging · 2019-11-03 · Figure 2. Examples of atrial ectopics. In (a) isolated, blocked atrial ectopic (AE) registered by PWD in pul-monary vessels

EOHSI, Rutgers Universityeohsi.rutgers.edu/wp-content/uploads/healthstate.pdf · is an expert in sick building syndrome, occupational pul- monary and hematologic disease, and the

High-Resolution Computed Tomographic Findings of Cocaine ... · they can be smoked; their rapid absorption via the pul-monary circulation has a near-instantaneous euphoric effect