program

''' 
# Copyright (C) 2012 Nicholas.A.Schembri@bamboofields.net
#
# This program is free software; you can redistribute it and/or
# modify it under the terms of the GNU General Public License
# as published by the Free Software Foundation; either version 2
# of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program; if not, write to the Free Software
# Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.
#

run time test 
real    0m8.831s
user    0m8.693s
sys     0m0.012s


'''

'''
Programming Test Instructions

You get a document and a lexicon (part of speech dictionary).

The lexicon contains a part-of-speech label for each word it defines.
There are many words that are not defined.  The file is named 'lexicon'.
There is one definition per line, the format is "WORD<TAB>PartOfSpeech"

The task is to process the document, adding the part of speech
whenever it's defined.  No re-formatting should be done.

For example, if the lexicon is

THE     article
BIG     adjective
BALL    noun

and the document is 

The big red ball fell.

Then your output should be 

The/article big/adjective red ball/noun fell.

It's up to you how to define what a "word" is, but you should be
able to find any word in the input lexicon.  The deliverable is
your definition of what a  word is, along with a working program
(with source code) that processes the input and outputs the marked up text.

'''
# This is Round two All python one pass for the document file 
# open the lexicon file 
# open input  file  
# check each line
# Write line to output file 
# this will be faster for large document files
 
import re
import os
import sys
import shutil


def main():
  # Funciton  test
  #appendTest()
  #sys.exit(1)
  

  output = 'document.output'
  input  = 'document'

  outFile = open(output, 'w')

  for inputLine in file(input):
    for line in file('lexicon'):
      lexiconList = tuple(line.strip().split())
      #print '%s -> %s' % (lexiconList[0], lexiconList[1])
      # for each line in the input file check each line in the lexicon and produce output
      inputLine = appendTxt(lexiconList[0], '/' + lexiconList[1], inputLine) 
    outFile.write(inputLine)
  
  outFile.close()
    
  

def appendTest():
    # Following 
    # following
    # FOLLOWING
    # no match
    txt = 'this is a line of text with Following in it'
    find = 'Following'
    appendStr = "_tail_"
    print appendTxt(find, appendStr, txt)

    txt = 'this is a line of text with FolLowing in it'
    find = 'FOLLOWING'
    appendStr = "_tail_"
    print appendTxt(find, appendStr, txt)
    

    txt = 'this is a line of text with FoLLowing in it'
    find = 'following'
    appendStr = "_tail_"
    print appendTxt(find, appendStr, txt)

    txt = 'this is a line of text with Following in it'
    find = 'NotFollowing'
    appendStr = "_tail_"
    print appendTxt(find, appendStr, txt)

    txt = 'this is a line of text with Following in it'
    find = 'Foll'
    appendStr = "_tail_"
    print appendTxt(find, appendStr, txt)




def appendTxt(find, appendStr, txt):
   #cmd = 'sed -i \'s/\<%s\>/&\/%s/gi\' %s' % (find, append, fileName)
   
   re.match(find,txt)
   find += '\s'
   m = re.search( find ,txt, re.IGNORECASE)
   
   if m:
      inPlaceTxt = m.group().strip()    # rm space. we needed to match the first space to find the end of the word.
      inPlaceTxt += appendStr + ' '     # put the space back 
      result = re.sub(m.group(), inPlaceTxt, txt)
      return result

   return txt

if __name__ == "__main__":
  main()

input file

Radiology Consultation



Clinical data: Deep venous thrombosis and hypercoagulable state 
for placement of IVC filter

Procedure:
Following informed consent, the patient was placed supine on the 
fluroscopic table. Continuous hemodynamic monitoring was 
performed. The patient received intravenous sedation. Limited 
ultrasound of the right neck demonstrates patency and
compressibility of the right internal jugular vein without 
evidence of intraluminal thrombus. The right groin was prepped 
and draped in sterile fashion. Skin anesthesia was achieved using 
2% Lidocaine solution. The right internal jugular vein was 
punctured using a 21 gauge single wall needle. A 0.018 inch guide 
wire was advanced into the vein and the needle was exchanged for a 
5 French sheath. Via the sheath, a 0.035 inch Bentson guidewire 
was advanced into the vein and the needle was exchanged for a 5 
French vascular sheath. Via the sheath, a 5 French flush catheter 
was placed at the iliac bifurcation. Digital subtraction 
venography was performed from this station.

Findings: Inferior vena cavogram demonstrates standard anatomy. 
No intraluminal filling defects are identified to suggest 
thrombus.
Intervention: A stainless-steel greenfield vena caval filter was 
successfully deployed below the level of the renal veins without
incident within the inferior vena cava. The patient tolerated 
the procedure without complication.

Impression:

1) Normal inferior vena cavogram as above.

2) Successful deployment of IVC filter in the infrarenal IVC as 
above,
Images were reviewed and interpreted by Attending Radiologist: 

Finalized on: Apr-30-2004 4:40 PM by TalkStation Interface
Billing Codes: 36010 x1,37620 x1,75825 x1,75940 x1,14100382 x1,14102006 x1



Radiology Consultation





Clinical data: Subcutaneous abscess from gastrostomy
tube site for drainage

Procedure: The patient was placed supine on the fluroscopic table. 
Continuous monitoring was performed. The left upper quadrant was 
prepped and draped in sterile fashion. Skin anesthesia was 
achieved using 2% Lidocaine solution. Limited ultrasound was 
performed to localize the left upper quadrant subcutaneous fluid 
collection. The left subcutaneous fluid collection was punctured 
under ultrasound guidance using a 21 gauge needle. Pus was 
aspirated with a specimen sent for culture. A 0.018 inch 
guidewire was advanced into the collection and the needle was 
exchanged for a 5 french sheath. Via the sheath a 0.035 inch 
guidewire was advanced into the collection and the sheath was 
exchanged for an 8 french catheter. Via the catheter 
approximately 60cc of pus were aspirated. The catheter was 
sutured to the skin and placed to gravity drainage.

Impression: Ultrasound drainage abdomen as above.
Images were reviewed and interpreted by Attending Radiologist: 
Finalized on: Apr-30-2004 3:32  PM by TalkStation Interface
Billing Codes: 20501 x1,76000 x1,76080 x1,14102022 x1,14102045 x1,14102126 



Clinical data: Osteomyelitis for IV antibiotics
Procedure:
Ultrasound demonstrates patency and compressibility of the right 
brachial vein. The right upper extremity was prepped and draped 
in sterile fashion. Skin anesthesia was achieved using 2 % 
Lidocaine solution. The right brachial vein was punctured under 
ultrasound guidance using a 21 gauge needle. A 0.018 inch 
guidewire was advanced into the SVC and the needle was exchanged 
for a 5 French peel-away sheath. Via this sheath a 5 French 
single lumen PICC line was placed with its tip to the SVC/RA 
junction. The catheter flushed well and was sutured to the skin. 
Dilute heparinized saline was instilled into the catheter. The 
patient tolerated the procedure well without complication.

Findings:

Ultrasound demonstrates patency and compressibility of the right 
brachial vein. Spot fluoroscopic images demonstrate PICC line 
with tip at SVC/RA junction.

Impression:

Successful placement of a 4 French single lumen PICC line using 
ultrasonic and fluoroscopic guidance.
Images were reviewed and interpreted by Attending Radiologist: 
Finalized on: Apr-30-2004 3:18 PM by TalkStation Interface
Billing Codes: 36489 x1,76942 x1,14102077 xlDx Codes: 

output

Radiology Consultation



Clinical data/Measure: Deep venous/Anatomy-Adj thrombosis and hypercoagulable state 
for placement of IVC filter

Procedure:
Following informed consent, the patient was placed supine on the 
fluroscopic table. Continuous hemodynamic monitoring was 
performed. The patient received intravenous sedation/TreatmentOrProcedure. Limited 
ultrasound of the right/Locative neck/Anatomy demonstrates patency and
compressibility of the right/Locative internal jugular vein/Anatomy without 
evidence of intraluminal thrombus. The right/Locative groin was prepped 
and draped in sterile fashion. Skin anesthesia was achieved using 
2% Lidocaine/PharmacyOrDrug solution. The right/Locative internal jugular vein/Anatomy was 
punctured using a 21 gauge single wall/Anatomy-Desc needle/Device. A 0.018 inch guide 
wire was advanced into the vein/Anatomy and the needle/Device was exchanged for a 
5 French sheath. Via the sheath, a 0.035 inch Bentson guidewire 
was advanced into the vein/Anatomy and the needle/Device was exchanged for a 5 
French vascular/Anatomy-Adj sheath. Via the sheath, a 5 French flush catheter/Device/Device 
was placed at the iliac bifurcation/Locative|Anatomy-Desc. Digital/Anatomy-Adj subtraction 
venography/Test was performed from this station.

Findings: Inferior vena/Anatomy-Desc cavogram demonstrates standard anatomy. 
No intraluminal filling defects/DiagnosisOrProblem are identified to suggest 
thrombus.
Intervention: A stainless-steel greenfield vena/Anatomy-Desc caval/Anatomy-Adj|Anatomy-Desc filter was 
successfully deployed below/Locative the level/Measure of the renal/Anatomy-Desc veins/Anatomy without
incident within the inferior vena/Anatomy-Desc cava/Anatomy|Anatomy-Desc. The patient tolerated 
the procedure without complication.

Impression:

1) Normal inferior vena/Anatomy-Desc cavogram as above.

2) Successful deployment of IVC filter in the infrarenal IVC as 
above,
Images were reviewed and interpreted by Attending Radiologist: 

Finalized on: Apr-30-2004 4:40 PM by TalkStation Interface
Billing Codes: 36010 x1,37620 x1,75825 x1,75940 x1,14100382 x1,14102006 x1



Radiology Consultation





Clinical data/Measure: Subcutaneous abscess from gastrostomy/TreatmentOrProcedure|Device
tube site for drainage

Procedure: The patient was placed supine on the fluroscopic table. 
Continuous monitoring was performed. The left/Locative upper quadrant was 
prepped and draped in sterile fashion. Skin anesthesia was 
achieved using 2% Lidocaine/PharmacyOrDrug solution. Limited ultrasound was 
performed to localize the left/Locative upper quadrant subcutaneous fluid 
collection/DIAGNOSISORPROBLEM. The left/Locative subcutaneous fluid collection/DIAGNOSISORPROBLEM was punctured 
under ultrasound guidance using a 21 gauge needle/Device. Pus was 
aspirated with a specimen sent for culture. A 0.018 inch 
guidewire was advanced into the collection/DIAGNOSISORPROBLEM and the needle/Device was 
exchanged for a 5 french sheath. Via the sheath a 0.035 inch 
guidewire was advanced into the collection/DIAGNOSISORPROBLEM and the sheath was 
exchanged for an 8 french catheter/Device/Device. Via the catheter/Device/Device 
approximately 60cc of pus were aspirated. The catheter/Device/Device was 
sutured to the skin and placed to gravity drainage.

Impression: Ultrasound drainage abdomen as above.
Images were reviewed and interpreted by Attending Radiologist: 
Finalized on: Apr-30-2004 3:32  PM by TalkStation Interface
Billing Codes: 20501 x1,76000 x1,76080 x1,14102022 x1,14102045 x1,14102126 



Clinical data/Measure: Osteomyelitis for IV antibiotics
Procedure:
Ultrasound demonstrates patency and compressibility of the right/Locative 
brachial vein/Anatomy. The right/Locative upper extremity was prepped and draped 
in sterile fashion. Skin anesthesia was achieved using 2 % 
Lidocaine/PharmacyOrDrug solution. The right/Locative brachial vein/Anatomy was punctured under 
ultrasound guidance using a 21 gauge needle/Device. A 0.018 inch 
guidewire was advanced into the SVC and the needle/Device was exchanged 
for a 5 French peel-away sheath. Via this sheath a 5 French 
single lumen PICC/DEVICE|DIAGNOSISORPROBLEM line/Device was placed with its tip/Locative to the SVC/RA 
junction. The catheter/Device/Device flushed well and was sutured to the skin. 
Dilute heparinized saline/Biochemistry|PharmacyOrDrug was instilled into the catheter/Device/Device. The 
patient tolerated the procedure well without complication.

Findings:

Ultrasound demonstrates patency and compressibility of the right/Locative 
brachial vein/Anatomy. Spot fluoroscopic images demonstrate PICC/DEVICE|DIAGNOSISORPROBLEM line/Device 
with tip/Locative at SVC/RA junction.

Impression:

Successful placement of a 4 French single lumen PICC/DEVICE|DIAGNOSISORPROBLEM line/Device using 
ultrasonic and fluoroscopic guidance.
Images were reviewed and interpreted by Attending Radiologist: 
Finalized on: Apr-30-2004 3:18 PM by TalkStation Interface
Billing Codes: 36489 x1,76942 x1,14102077 xlDx Codes: 

lexicon

AEROEMBOLUS     DiagnosisOrProblem
AIRWAY  Anatomy
AORTOGRAM       Test
AORTOILIAC      Anatomy-Desc
BACILLI Organism
BACTERIURIA     SymptomOrSign
BALLANTYNE      DiagnosisOrProblem
BANDS   Device|Anatomy-Desc|Histology
BANTI   DiagnosisOrProblem
BARLOW  DiagnosisOrProblem|Test
BARTONELLOSIS   DiagnosisOrProblem
BASOPHILISM     DiagnosisOrProblem
BAYLEY  Test
BEDSORE DiagnosisOrProblem
BELCHINGS       BodyFunction
BELOW   Locative
BESNIER DiagnosisOrProblem
BICEPS  Anatomy
BICIPITAL       Anatomy-Adj
BIFURCATION     Locative|Anatomy-Desc
BILARY  Anatomy
BILIRUBINEMIAS  DiagnosisOrProblem
BINOCULAR       Anatomy-Desc
BIOMETRY        Test
BIPOLAR DiagnosisOrProblem
BITINGS Causes|DiagnosisOrProblem
BORIC   Biochemistry
BOTULISM        DiagnosisOrProblem
CAISSON DiagnosisOrProblem
CALCIFICATIONS  DiagnosisOrProblem|GrowthOrForeignBody
CALF    Anatomy
CALICEAL        Anatomy-Adj
CALYCOPLASTY    TreatmentOrProcedure
CANALS  Anatomy-Desc
CANCERS DiagnosisOrProblem|GrowthOrForeignBody
CANNULA Device
CAPILLARIA      Organism
CAPSULIT        DiagnosisOrProblem
CARBN   PharmacyOrDrug
CARBUNCLES      DiagnosisOrProblem
CARDIO  Anatomy
CARDIOASSIST    TreatmentOrProcedure
CARDIOMEDIASTINAL       Anatomy-Desc
CARDIOPATHY     DiagnosisOrProblem
CARDIOVERSION   TreatmentOrProcedure
CARINATUM       Anatomy-Desc
CARNOSINURIA    SymptomOrSign
CARTILAGINOUS   Anatomy-Desc
CATARCT DiagnosisOrProblem
CATHETER        Device
CATHETERIZATION TreatmentOrProcedure
CATHS   DEVICE|TREATMENTORPROCEDURE
CAVA    Anatomy|Anatomy-Desc
CAVAL   Anatomy-Adj|Anatomy-Desc
CAVERNOSOGRAM   Test
CECIL   TreatmentOrProcedure
CELOSOMIA       DiagnosisOrProblem
CENTIMETER      Measure
CENTRILOBULAR   Anatomy-Desc
CEPHALOSPORIN   PharmacyOrDrug
CEREBELLUM      Anatomy
CEREBRAL        Anatomy-Adj
CEREBROVASCULAR Anatomy-Desc
CERVICECTOMY    TreatmentOrProcedure
CERVICOTHORACIC Anatomy-Desc
CESTODES        Organism
CINERADIOGRAPHY Test
CISTERNOGRAM    Test
COAGULATION     Test
COCCI   Organism
COCCYGODYNIA    SymptomOrSign
COCHLEAR        Anatomy-Adj
COLDS   DiagnosisOrProblem
COLLAPSING      DiagnosisOrProblem
COLLECTION      DIAGNOSISORPROBLEM
COLONOSCOPY     Test
COLPOCELE       DiagnosisOrProblem
COLUMNS Anatomy-Desc
COMBUSTION      Biochemistry
COMPLICATIONS   DiagnosisOrProblem
CONCUSSIONS     DiagnosisOrProblem
CONES   Anatomy
CONJUNCTIVA     Anatomy
CONSCIOUSNESS   SymptomOrSign
CONSTITUT       Anatomy-Desc
CONTRACEPTIVE   PharmacyOrDrug
CONTUSIONS      DiagnosisOrProblem
COPROPHILIA     DiagnosisOrProblem
CORDS   Anatomy
CORNEOSCLERAL   Anatomy-Desc
CORNS   DiagnosisOrProblem
CORRIGAN        SymptomOrSign
CORTICOSPINAL   Anatomy-Desc
CORYNEBACTERIUM Organism
COUMARIN        PharmacyOrDrug
COWBANE PharmacyOrDrug
DACRYOCYSTOGRAPHY       Test
DAMUS   TreatmentOrProcedure
DATA    Measure
DAYS    Measure
DECALCIFICATION TreatmentOrProcedure
DECORTICATION   TreatmentOrProcedure
DEFECTS DiagnosisOrProblem
DEFORMATION     DiagnosisOrProblem
DEHYDRASE       Biochemistry
DELIRE  DiagnosisOrProblem
DEMENTIAS       DiagnosisOrProblem|SymptomOrSign
DEMINERALIZED   DIAGNOSISORPROBLEM
DENTICLES       GrowthOrForeignBody
DENTINAL        Anatomy-Adj
DEOXYCORTICOSTERONE     Biochemistry
DEPRESSED       SymptomOrSign
DERENCEPHALUS   DiagnosisOrProblem
DERMATITIS      DiagnosisOrProblem
DERMATOLYSIS    DiagnosisOrProblem
DERMATOPHYTOSIS DiagnosisOrProblem
DERMOGRAPHISM   DiagnosisOrProblem
DESMOLASE       Biochemistry
DEVICE  Device
DEXTROTHYROXIN  PharmacyOrDrug
DIAPHORASE      Biochemistry
DIAPHYSIS       Anatomy-Desc
DIASTEMA        Anatomy
DICALCIUM       Biochemistry
DIELDRIN        Causes
DIGESTANT       PharmacyOrDrug
DIGITAL Anatomy-Adj
DIHYDROPYRIMIDINE       Biochemistry
DILATOR Device
DIOCTYL Biochemistry|PharmacyOrDrug
DIPHENYLPYRALINE        PharmacyOrDrug
DIPHYLLOBOTHRIOSIS      DiagnosisOrProblem
DIPROSOPUS      DiagnosisOrProblem
DIROFILARIA     Organism
DISCISSION      TreatmentOrProcedure
DISK    Anatomy
DISLOCATIONS    DiagnosisOrProblem
DISPROPORTION   DiagnosisOrProblem
DISSEM  Anatomy-Adj|DiagnosisOrProblem
DISTENTION      SymptomOrSign
DISULFI PharmacyOrDrug
DIVERTICULI     GrowthOrForeignBody
DIZZINESSES     SymptomOrSign
DIZZYNESS       SYMPTOMORSIGN
DIZZY   SYMPTOMORSIGN
DOPA    Biochemistry|PharmacyOrDrug
DOSAGE  Measure
DOXYCYCLINE     PharmacyOrDrug
EEG     Test
FACE    Anatomy
FACIAL  Anatomy-Adj
FAINTED SymptomOrSign
FALCIFORME      Biochemistry|Anatomy-Adj
FANCONIS        DiagnosisOrProblem
FASCIOLIASES    DiagnosisOrProblem
FAUCES  Anatomy
FECES   BodyByProduct
FERMENTATIONS   Biochemistry
FETOR   SymptomOrSign
FIBRIN  Biochemistry
FIBROADENOMAS   DiagnosisOrProblem
FIBROEPITHELIAL Anatomy-Desc
FIBROLIPOMA     DiagnosisOrProblem
FIBROMYOSITIS   DiagnosisOrProblem
FIBROSING       Histology
FILARIOIDEA     Organism
FINGER  Anatomy
FISTULAE        Anatomy|DiagnosisOrProblem
FOLATE  Biochemistry
FOOT    Anatomy
FORDYCE DiagnosisOrProblem
FORMICATION     SymptomOrSign
GABAPENTIN      PharmacyOrDrug
GALACTORRHOEA   DiagnosisOrProblem
GALLSTONE       DiagnosisOrProblem|GrowthOrForeignBody
GANCICLOVIR     PharmacyOrDrug
GANGLIONITIS    DiagnosisOrProblem
GAS     Biochemistry
GASSER  Anatomy-Desc
GASTRO  Anatomy
GASTROENTEROSTOMY       TreatmentOrProcedure
GASTROJEJUNAL   Anatomy-Desc
GASTRORRHAPHY   TreatmentOrProcedure
GASTROSTOMY     TreatmentOrProcedure|Device
GENIT   Anatomy
GERM    Organism
GIARDIASIS      DiagnosisOrProblem
GINGIVA Anatomy
GIRDLE  Anatomy-Desc
GOITER  DiagnosisOrProblem
GONIOPHOTOGRAPHY        Test
GOODPASTURE     DiagnosisOrProblem
HAEMOGLOBINOPATHY       DiagnosisOrProblem
HALITOSES       SymptomOrSign
HALLUCINOSIS    DiagnosisOrProblem
HAMSTRING       Anatomy
HAM     Test
HAPTOGLOBINS    Biochemistry
HAT     Biochemistry
HEADS   Anatomy
HEATSTROKE      DiagnosisOrProblem
HELIUM  Biochemistry
HEMAGGLUTININ   Biochemistry
HEMANGIOSARCOMA GrowthOrForeignBody
HEMATOCOLPOMETRA        SymptomOrSign
HEMATOMYELIA    DiagnosisOrProblem
HEMATOXYLIN     Biochemistry
HEMIANOPSIA     DiagnosisOrProblem
HEMICONVULSION  SymptomOrSign
HEMIFACIAL      Anatomy-Desc
HEMIPARESES     DiagnosisOrProblem
HEMISPHERIC     Anatomy-Adj
HEMIVULVECTOMY  TreatmentOrProcedure
HEMOGLOBINOPATHIES      DiagnosisOrProblem
HEMOPERFUSION   TreatmentOrProcedure
HEMOQUANT       Biochemistry
HEMOSIDERIN     Biochemistry|Test
HEPATECTOMY     TreatmentOrProcedure
HEPATOGENOUS    Anatomy-Desc
HEPATOMAS       GrowthOrForeignBody
HERMAPHRODITISM DiagnosisOrProblem
HERPES  DiagnosisOrProblem
HETEROPHYES     Organism
HEXOKINASE      Biochemistry
HICCOUGHS       SymptomOrSign
HIDROTIC        PharmacyOrDrug
HIRSUTIES       SymptomOrSign|DiagnosisOrProblem
HISTIO  Histology
HISTONE Biochemistry
HOFFMANN        DiagnosisOrProblem
HOLTER  Device|Test
HOMOLATERAL     Locative
HORMONES        Biochemistry|PharmacyOrDrug
IATROGN Anatomy-Desc
IODIDES Biochemistry|PharmacyOrDrug
JANICEPS        DiagnosisOrProblem
JERKINGS        SymptomOrSign
KAOLINOSIS      DiagnosisOrProblem
KELOID  DiagnosisOrProblem|GrowthOrForeignBody
KEOFEED DEVICE
KERATOACANTHOMAS        GrowthOrForeignBody
KERATOIDITIS    DiagnosisOrProblem
KERATOPLASTY    TreatmentOrProcedure
KETOACIDOSIS    DiagnosisOrProblem
KETOTHIOLASE    Biochemistry
KOBNER  DiagnosisOrProblem
LABRINTHOTOMY   TreatmentOrProcedure
LACRIMATION     BodyFunction
LACTOSE Biochemistry
LACUNAR Anatomy-Adj
LANGERHAN       Anatomy
LARINGOSCOPY    Test
LARYNGOFISSURE  Anatomy
LARYNGOSTENOSIS DiagnosisOrProblem
LATISSIMUS      Anatomy-Desc
LAVAGE  TreatmentOrProcedure
LEFT    Locative
LEIOMYOFIBROMA  GrowthOrForeignBody
LENSES  Device
LEPTOCYTOSIS    DiagnosisOrProblem
LETHARGY        DiagnosisOrProblem|SymptomOrSign
LEUKAEMIA       DiagnosisOrProblem
LEUKOCYTOPENIA  DiagnosisOrProblem
LEUKOENCEPHALY  DiagnosisOrProblem
LEUKOPLAKIA     DiagnosisOrProblem
LEVEL   Measure
LEVIN   Device
LICHEN  DiagnosisOrProblem
LIDOCAINE       PharmacyOrDrug
LIFEPORT        DEVICE|DIAGNOSISORPROBLEM
LIGATURE        Device
LINEA   Anatomy-Desc
LINE    Device
LINGUAE Anatomy
LIPOADENOMA     GrowthOrForeignBody
LIPOFUSCINOSIS  DiagnosisOrProblem
LIPOPROTEINS    Biochemistry
LISTERIA        Organism
LIVER   Anatomy
LOBOTOMY        TreatmentOrProcedure
LONELINESS      SymptomOrSign
LOUSE   Organism
LOW-BACK        Anatomy-Desc
MACROCEPHALUS   DiagnosisOrProblem|SymptomOrSign
MACROGENIA      DiagnosisOrProblem
MACROLIDE       PharmacyOrDrug
MACULA  DiagnosisOrProblem
MAGGOTS Organism
MALAISE DiagnosisOrProblem|SymptomOrSign
MALFUNCTIONS    DiagnosisOrProblem
MALLEOLUS       Anatomy
MALOCCLUSION    DiagnosisOrProblem
MALUM   DiagnosisOrProblem
MANDIBLE        Anatomy
MANNOSIDASE     Biochemistry
MARBURG DiagnosisOrProblem
MARSUPIALIZATION        TreatmentOrProcedure
MASSETERIC      Anatomy-Adj
MASTECTOMIES    TreatmentOrProcedure
MASTOIDITIS     DiagnosisOrProblem
MASTURBATION    DiagnosisOrProblem
MAXWELL Measure
MECKEL  DiagnosisOrProblem|Anatomy
MEDIATEDNEPHRITIS       DiagnosisOrProblem
MEGACALYCOSIS   DiagnosisOrProblem
MEGALODUODENUM  DiagnosisOrProblem
MELANCHOLIA     DiagnosisOrProblem
MELANOGLOSSIA   DiagnosisOrProblem
MELENA  DiagnosisOrProblem
MEMBRANACEA     DiagnosisOrProblem
MENINGEONEPHALITIS      DiagnosisOrProblem
MENINGITIS      DiagnosisOrProblem
MENINGOENCEPHALOMYELITIS        DiagnosisOrProblem
MENINGOVASCULAR Anatomy-Desc
MENISCUS        Anatomy
MENOSTAXIS      DiagnosisOrProblem
MEPHENYTION     PharmacyOrDrug
MEROMICROSOMIA  DiagnosisOrProblem
MESIODENS       Anatomy
MESODERMAL      Anatomy-Adj
METACARPAL      Anatomy
METANEPHRINES   PharmacyOrDrug
METAPHYSEAL     Anatomy-Adj
METAZOONOSIS    DiagnosisOrProblem
METHEMALBUMIN   Biochemistry
METHOHEXITAL    PharmacyOrDrug
METHYLMALONATE  Biochemistry
METYRAPONE      PharmacyOrDrug
MICROCEPHALIES  DiagnosisOrProblem
MICRODREPANOCYTOSIS     DiagnosisOrProblem
MICROGNATHISM   DiagnosisOrProblem
MICRONYCHIA     DiagnosisOrProblem
MICROPOLYGYRIA  DiagnosisOrProblem
MICROSPORUM     Organism
MID-BACK        Anatomy-Desc
MID     Locative
MIGRATION       Histology
MINERALIZATION  TreatmentOrProcedure
MISCARRIAGE     DiagnosisOrProblem
MOEBIUS DiagnosisOrProblem|SymptomOrSign
MONGOLOIDISM    DiagnosisOrProblem
MONOARTHRITIS   DiagnosisOrProblem
MONOCHORIONIC   Anatomy-Desc
MONONEURITIS    DiagnosisOrProblem
MONOSOMY        DiagnosisOrProblem
MOORE   DiagnosisOrProblem
MORPHINE        PharmacyOrDrug
MOSCHKOWITZ     DiagnosisOrProblem
MOYAMOYA        DiagnosisOrProblem
NALORPHINE      PharmacyOrDrug
NARCISSISMS     DiagnosisOrProblem
NASOLARYNGOSCOPY        Test
NASO-PALATINE   Anatomy-Desc
NASOPANCREATIC  Anatomy-Desc
NEBULA  SymptomOrSign
NECK    Anatomy
NECROPSY        TreatmentOrProcedure
NEEDLE  Device
NEEDLEWIRE      Device
NEOP    GrowthOrForeignBody
NEOSTRIATAL     Anatomy-Desc
NEPHRECTOMY     TreatmentOrProcedure
NEPHROMA        GrowthOrForeignBody
NEPHROSCLEROSIS DiagnosisOrProblem
NEPHROTOMY      TreatmentOrProcedure
NEURASTHENIA    DiagnosisOrProblem
NEURINOMA       GrowthOrForeignBody
NEURODERMATITIS DiagnosisOrProblem
NEUROECTODERMAL Anatomy-Desc
NEUROHYPOPHYSIS Anatomy
NEUROMAS        GrowthOrForeignBody|DiagnosisOrProblem
NEUROPATHY      DiagnosisOrProblem
NEUROSTIMULATORS        Device
NEUROVISCERAL   Anatomy-Desc
NEUTROPENIAS    DiagnosisOrProblem
NICOTINAMIDE    Biochemistry
NINE    Measure
NITROBENZENE    PharmacyOrDrug
NOCARDIOSIS     DiagnosisOrProblem
NONANTIBODY     Biochemistry
NONCORONARY     Anatomy-Desc
NONPETROLEUM    PharmacyOrDrug
NONPIGMENTED    Anatomy-Desc
NORWALK Biochemistry
NOTCHED Anatomy-Desc
OESOPHAGOSPASM  DiagnosisOrProblem
OOPHORECTOMY    TreatmentOrProcedure
PACEMAKER       DEVICE|DIAGNOSISORPROBLEM
PACKS   Device
PALATES Anatomy
PALMITOYLTRANSFERASE    Biochemistry
PALMOPLANTAR    Anatomy-Desc
PANARTERITIS    DiagnosisOrProblem
PANCREATOBLASTOMA       GrowthOrForeignBody
PANENCEPHALITIS DiagnosisOrProblem
PANSINUSITIS    DiagnosisOrProblem
PAPILLARY       Anatomy-Adj
PAPILLITIS      DiagnosisOrProblem
PAPULES SymptomOrSign
PARACUSIA       SymptomOrSign|DiagnosisOrProblem
PARAGONIMIASIS  DiagnosisOrProblem
PARALDEHYDE     PharmacyOrDrug
PARAMOLAR       Anatomy
PARANASAL       Anatomy-Desc
PARAPARESIS     SymptomOrSign|DiagnosisOrProblem
PARAPROTEINEMIAS        DiagnosisOrProblem
PARASPASM       DiagnosisOrProblem|SymptomOrSign
PARATHYROIDECTOMY       TreatmentOrProcedure
PARATRACHEAL    Anatomy-Adj
PARESES DiagnosisOrProblem
PARIETOALVEOLAR Anatomy-Desc
PAROTID Anatomy
PAT     DiagnosisOrProblem
PECTENOSIS      DiagnosisOrProblem
PEDICULICIDE    PharmacyOrDrug
PEDUNCULATED    Anatomy-Adj
PELLAGRA        DiagnosisOrProblem
PEMPHIGOID      DiagnosisOrProblem
PENILE  Anatomy-Adj
PENTAMIDINE     Biochemistry
PEPTIDASE       Biochemistry
PERFORANS       Anatomy-Desc
PERFORATIONS    DiagnosisOrProblem
PERIBRONCHIAL   ANATOMY-ADJ
PERICARDIAL     Anatomy-Desc
PERICARDIOCENTESIS      TreatmentOrProcedure
PERICOLOSTOMY   TreatmentOrProcedure
PERIMOLYSIS     DiagnosisOrProblem
PERINEPHRIC     Anatomy-Adj
PERIODONTOSIS   DiagnosisOrProblem
PERIOSTOSIS     DiagnosisOrProblem
PERIPERAL       Anatomy-Desc
PERITHELIOMA    GrowthOrForeignBody
PERITUBAL       Anatomy-Desc
PERLECHE        DiagnosisOrProblem
PERONEUS        Anatomy-Desc
PERTUSSIS       DiagnosisOrProblem
PETHIDINE       PharmacyOrDrug
PIBLOKTO        DiagnosisOrProblem
PICC    DEVICE|DIAGNOSISORPROBLEM
PIGMENT SymptomOrSign
PINEALOCYTOMAS  GrowthOrForeignBody|DiagnosisOrProblem
PINHOLE Device
PIPERAZINE      PharmacyOrDrug
POEMS   DiagnosisOrProblem
POLARIZING      BodyFunction
POLE    Anatomy-Desc
POLLAKISURIA    DiagnosisOrProblem
POLYARTHROPATHIES       DiagnosisOrProblem
POLYDACTYLIAS   DiagnosisOrProblem
POLYGALACTIA    DiagnosisOrProblem
POLYMYALGIA     DiagnosisOrProblem
POLYOTIA        DiagnosisOrProblem
POLYRADICULITIS DiagnosisOrProblem
POLYTOMOGRAPHY  Test
PONTO   Anatomy
POROSIS BodyFunction
PORTOENTEROSTOMY        TreatmentOrProcedure
POSTAURICULAR   Anatomy-Adj
POSTCONCUSSION  DiagnosisOrProblem
POSTLACTATION   Anatomy-Desc
POSTMENOPAUSE   DiagnosisOrProblem
RACHISCHISIS    DiagnosisOrProblem
RADIOGRAPHY     Test
RADIOULN        Anatomy
RAMUS   Anatomy|Anatomy-Desc
RANITIDINE      PharmacyOrDrug
RATIO   Measure
REA     Test
RECEPTOR        Anatomy|Biochemistry
RECTORRHAGIA    DiagnosisOrProblem
RECTOURETHRAL   Anatomy-Adj
REDUCTASE       Biochemistry
REFLEXES        BodyFunction
REGION  Anatomy-Desc
REIMANN DiagnosisOrProblem
REJECTION       DiagnosisOrProblem
RENAL   Anatomy-Desc
REPOSITION      TreatmentOrProcedure
RESET   TreatmentOrProcedure
RESTZUSTAND     DiagnosisOrProblem
RETICULOCYTE    Histology
RETICULOID      Anatomy-Desc
RETICULOSIS     DiagnosisOrProblem
RETINOCHOROIDITIS       DiagnosisOrProblem
RETROCOCHLEAR   Anatomy-Desc
RETROGNATHIA    DiagnosisOrProblem
RETROSTERNAL    Anatomy-Adj
RETTS   DiagnosisOrProblem
RICKETTSIA      Organism
RICKETTSIOSES   DIAGNOSISORPROBLEM
RIGHT   Locative
RIGOURS DiagnosisOrProblem
ROENTGENOGRAPHY Test
ROSEOLA DiagnosisOrProblem
SACCADIC        BodyFunction
SACRAL  Anatomy-Adj
SACROILIITIS    DiagnosisOrProblem
SALINE  Biochemistry|PharmacyOrDrug
SALIVA  Anatomy
SALPINGECTOMY   TreatmentOrProcedure
SALPINGONEOSTOMY        TreatmentOrProcedure
SANDFLY Organism
SAPHENOPOPLITEAL        Anatomy-Desc
SARCOIDOSIS     DiagnosisOrProblem
SARCOSPORIDIOSIS        DiagnosisOrProblem
SEBORRHIASIS    DiagnosisOrProblem
SEDATION        TreatmentOrProcedure
SEDATIVE        PharmacyOrDrug
SENILITY        DiagnosisOrProblem
SEMINIFEROUS    Anatomy-Desc
SEMINOMA        GrowthOrForeignBody
SENSITIZATION   Test
SEPSIS  DiagnosisOrProblem
SEPTAL  ANATOMY-ADJ
SEPTICEMIAS     DiagnosisOrProblem
SEQUOIOSIS      DiagnosisOrProblem
SEROSAL Anatomy-Adj
SERUM   Anatomy
SIALADENITIS    DiagnosisOrProblem
SIALOCELE       DiagnosisOrProblem
SIALOSIS        DiagnosisOrProblem
SIGMATISM       SymptomOrSign
SILICOSIS       DiagnosisOrProblem
SINUS   Anatomy
SIRIASIS        DiagnosisOrProblem
SOB     DIAGNOSISORPROBLEM
SODOMY  SymptomOrSign
SOMATIC Anatomy-Desc
SOMATOSENSORY   Test
SORETHROAT      SymptomOrSign|DiagnosisOrProblem
TACHYPNEA       SymptomOrSign|DiagnosisOrProblem
TAKAYASUS       DiagnosisOrProblem
TANTRUM DiagnosisOrProblem
TARSAL  Anatomy-Adj
TARSORRHAPHY    TreatmentOrProcedure
TEETH   Anatomy
TEMAZEPAM       PharmacyOrDrug
TENDONITIS      DiagnosisOrProblem
TENOSYNOVITIS   DiagnosisOrProblem
TENTORIUM       Anatomy-Desc
TERES   Anatomy
TESTOSTERONE    Biochemistry
TETRACYCLINES   PharmacyOrDrug
TIAS    DiagnosisOrProblem
TIGHTNESS       SymptomOrSign
TIP     Locative
TITER   Measure
TOENAILS        Anatomy
TONGS   Device
TONSILS Anatomy
TORSADES        DiagnosisOrProblem
TOX     Causes
TOXOCARA        Organism
VACCIN  PharmacyOrDrug
VACUUM  TreatmentOrProcedure
VAG     ANATOMY
VAGINAL Anatomy-Adj
VALMID  PharmacyOrDrug
VALVULOPLASTY   TreatmentOrProcedure
VARICOSITIES    DiagnosisOrProblem
VASCULAR        Anatomy-Adj
VASCULAR-BILIARY        Anatomy-Desc
VASCULATURE     Anatomy
VASODILATORS    PharmacyOrDrug
VASOVASOSTOMY   TreatmentOrProcedure
VEIN    Anatomy
VEINS   Anatomy
VELO-CARDIO-FACIAL      Anatomy-Desc
VELPEAU DiagnosisOrProblem
VENA    Anatomy-Desc
VENOGRAPHY      Test
VENOUS  Anatomy-Adj
VENTILATOR      Device
VENTRICULO-ATRIAL       Anatomy-Desc
VENTRICULONOGRAPHY      Test
VERRUCOSUM      GrowthOrForeignBody
VESICLE DiagnosisOrProblem|SymptomOrSign
VESICOCOLIC     Anatomy-Adj
VESICULOGRAMS   Test
VESTIBULOCEREBELLAR     Anatomy-Desc
VIBRIO  Organism
VIRILISATION    DiagnosisOrProblem
VITAMIN PharmacyOrDrug
VITREOUS        Anatomy-Adj
VOLKMANN        DiagnosisOrProblem|Anatomy
WAARDENBURG     DiagnosisOrProblem
WALL    Anatomy-Desc
WARTS   DiagnosisOrProblem
WAVE    Measure
WEBER   Measure
WERDNIG DiagnosisOrProblem
WERLHOF DiagnosisOrProblem
WILSON  DiagnosisOrProblem
WISDOM  Anatomy-Adj
WOOLEY  DiagnosisOrProblem
XANTHOFIBROMA   GrowthOrForeignBody
XERODERMA       DiagnosisOrProblem
XEROSTOMIAS     DiagnosisOrProblem
YERSINIOSIS     DiagnosisOrProblem

Copyright 2017 Nicholas.A.Schembri