Update spaCy pipeline

README.md

@@ -25,7 +25,7 @@ model-index:
 | --- | --- |
 | **Name** | `en_pipeline` |
 | **Version** | `0.0.0` |
-| **spaCy** | `>=3.7.2,<3.8.0` |
+| **spaCy** | `>=3.6.1,<3.7.0` |
 | **Default Pipeline** | `tok2vec`, `ner` |
 | **Components** | `tok2vec`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -37,11 +37,11 @@ model-index:
 
 <details>
 
-<summary>View label scheme (12 labels for 1 components)</summary>
+<summary>View label scheme (53 labels for 1 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`ner`** | `AGE`, `DATE`, `DOCTOR`, `DOCTORDEGINATION`, `GENDER`, `LABNAME`, `PATIENTNAME`, `PERSON`, `RANGE`, `REPORTNAME`, `RESULT`, `TESTNAME` |
+| **`ner`** | `AGE`, `BASOPHILS`, `BASOPHILS RANGE`, `BASOPHILS RESULT`, `DOCTOR`, `DOCTORDEGINATION`, `EOSINOPHILS`, `EOSINOPHILS RANGE`, `EOSINOPHILS RESULT`, `GENDER`, `HAEMOGLOBIN`, `HAEMOGLOBIN RANGE (FEMALE)`, `HAEMOGLOBIN RANGE (MALE)`, `HAEMOGLOBIN RESULT`, `LAB PERSON NAME`, `LABNAME`, `LYMPHOCYTES`, `LYMPHOCYTES RANGE`, `LYMPHOCYTES RESULT`, `MCH`, `MCH RANGE`, `MCH RESULT`, `MCHC`, `MCHC RANGE`, `MCHC RESULT`, `MCV`, `MCV RANGE`, `MCV RESULT`, `MONOCYTES`, `MONOCYTES RANGE`, `MONOCYTES RESULT`, `NEUTROPHILS`, `NEUTROPHILS RANGE`, `NEUTROPHILS RESULT`, `PATIENTNAME`, `PCV `, `PCV RANGE`, `PCV RESULT`, `PLATELET COUNT`, `PLATELET COUNT RANGE`, `PLATELET COUNT RESULT`, `RBC COUNT`, `RBC RANGE`, `RBC RESULT`, `RDW `, `RDW RANGE`, `RDW RESULT`, `REF DOCTOR NAME`, `SAMPLECOLLECTDATE`, `TESTNAME`, `TOTAL WBC COUNT`, `TOTAL WBC COUNT RANGE`, `TOTAL WBC COUNT RESULT` |
 
 </details>
 

config.cfg

@@ -17,7 +17,6 @@ before_creation = null
 after_creation = null
 after_pipeline_creation = null
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
-vectors = {"@vectors":"spacy.Vectors.v1"}
 
 [components]
 

en_pipeline-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9801bb2f7e8ce0c551006272428545e5c552abe2dbf508e0b6e025e9cf8fb4e0
-size 5667194
+oid sha256:d41bbb63927718929187c27cebcdf4f5b3428900b38ac50443667fb9e495a8b7
+size 5687113

meta.json

@@ -7,8 +7,8 @@
   "email":"",
   "url":"",
   "license":"",
-  "spacy_version":">=3.7.2,<3.8.0",
-  "spacy_git_version":"a89eae928",
+  "spacy_version":">=3.6.1,<3.7.0",
+  "spacy_git_version":"458bc5f45",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -21,17 +21,58 @@
     ],
     "ner":[
       "AGE",
-      "DATE",
+      "BASOPHILS",
+      "BASOPHILS RANGE",
+      "BASOPHILS RESULT",
       "DOCTOR",
       "DOCTORDEGINATION",
+      "EOSINOPHILS",
+      "EOSINOPHILS RANGE",
+      "EOSINOPHILS RESULT",
       "GENDER",
+      "HAEMOGLOBIN",
+      "HAEMOGLOBIN RANGE (FEMALE)",
+      "HAEMOGLOBIN RANGE (MALE)",
+      "HAEMOGLOBIN RESULT",
+      "LAB PERSON NAME",
       "LABNAME",
+      "LYMPHOCYTES",
+      "LYMPHOCYTES RANGE",
+      "LYMPHOCYTES RESULT",
+      "MCH",
+      "MCH RANGE",
+      "MCH RESULT",
+      "MCHC",
+      "MCHC RANGE",
+      "MCHC RESULT",
+      "MCV",
+      "MCV RANGE",
+      "MCV RESULT",
+      "MONOCYTES",
+      "MONOCYTES RANGE",
+      "MONOCYTES RESULT",
+      "NEUTROPHILS",
+      "NEUTROPHILS RANGE",
+      "NEUTROPHILS RESULT",
       "PATIENTNAME",
-      "PERSON",
-      "RANGE",
-      "REPORTNAME",
-      "RESULT",
-      "TESTNAME"
+      "PCV ",
+      "PCV RANGE",
+      "PCV RESULT",
+      "PLATELET COUNT",
+      "PLATELET COUNT RANGE",
+      "PLATELET COUNT RESULT",
+      "RBC COUNT",
+      "RBC RANGE",
+      "RBC RESULT",
+      "RDW ",
+      "RDW RANGE",
+      "RDW RESULT",
+      "REF DOCTOR NAME",
+      "SAMPLECOLLECTDATE",
+      "TESTNAME",
+      "TOTAL WBC COUNT",
+      "TOTAL WBC COUNT RANGE",
+      "TOTAL WBC COUNT RESULT"
     ]
   },
   "pipeline":[
@@ -50,7 +91,7 @@
     "ents_p":1.0,
     "ents_r":1.0,
     "ents_per_type":{
-      "REPORTNAME":{
+      "TESTNAME":{
         "p":1.0,
         "r":1.0,
         "f":1.0
@@ -75,12 +116,17 @@
         "r":1.0,
         "f":1.0
       },
-      "DOCTOR":{
+      "REF DOCTOR NAME":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "DATE":{
+      "SAMPLECOLLECTDATE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "DOCTOR":{
         "p":1.0,
         "r":1.0,
         "f":1.0
@@ -90,29 +136,229 @@
         "r":1.0,
         "f":1.0
       },
-      "TESTNAME":{
+      "HAEMOGLOBIN":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "HAEMOGLOBIN RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "HAEMOGLOBIN RANGE (MALE)":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "HAEMOGLOBIN RANGE (FEMALE)":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "RBC COUNT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "RBC RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "RBC RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "PCV ":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "PCV RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "PCV RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCV":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCV RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCV RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCH":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCH RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCH RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCHC":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCHC RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MCHC RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "RDW ":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "RDW RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "RDW RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "TOTAL WBC COUNT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "TOTAL WBC COUNT RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "TOTAL WBC COUNT RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "NEUTROPHILS":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "NEUTROPHILS RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "NEUTROPHILS RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "LYMPHOCYTES":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "LYMPHOCYTES RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "LYMPHOCYTES RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "EOSINOPHILS":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "EOSINOPHILS RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "EOSINOPHILS RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MONOCYTES":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MONOCYTES RESULT":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "MONOCYTES RANGE":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "BASOPHILS":{
+        "p":1.0,
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+        "f":1.0
+      },
+      "BASOPHILS RESULT":{
+        "p":1.0,
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+      },
+      "BASOPHILS RANGE":{
+        "p":1.0,
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+        "f":1.0
+      },
+      "PLATELET COUNT":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "RESULT":{
+      "PLATELET COUNT RESULT":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "RANGE":{
+      "PLATELET COUNT RANGE":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       },
-      "PERSON":{
+      "LAB PERSON NAME":{
         "p":1.0,
         "r":1.0,
         "f":1.0
       }
     },
-    "tok2vec_loss":0.0000004084,
-    "ner_loss":0.0000033217
+    "tok2vec_loss":0.0000050304,
+    "ner_loss":0.0000066728
   },
   "requirements":[
 

ner/moves

@@ -1 +1 @@
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+��moves��{"0":{},"1":{"DOCTOR":7,"SAMPLECOLLECTDATE":6,"REF DOCTOR NAME":6,"TOTAL WBC COUNT RANGE":5,"PLATELET COUNT RANGE":5,"NEUTROPHILS RANGE":5,"MONOCYTES RANGE":5,"LYMPHOCYTES RANGE":5,"EOSINOPHILS RANGE":5,"BASOPHILS RANGE":5,"RDW RANGE":4,"PCV RANGE":4,"PATIENTNAME":4,"MCV RANGE":4,"MCHC RANGE":4,"MCH RANGE":4,"HAEMOGLOBIN RANGE (MALE)":4,"HAEMOGLOBIN RANGE (FEMALE)":4,"TOTAL WBC COUNT":3,"TESTNAME":3,"RBC RANGE":3,"RBC COUNT":3,"LABNAME":3,"DOCTORDEGINATION":3,"PLATELET COUNT":2,"LAB PERSON NAME":2,"AGE":2,"TOTAL WBC COUNT RESULT":1,"RDW RESULT":1,"RDW ":1,"RBC RESULT":1,"PLATELET COUNT RESULT":1,"PCV RESULT":1,"PCV ":1,"NEUTROPHILS RESULT":1,"NEUTROPHILS":1,"MONOCYTES RESULT":1,"MONOCYTES":1,"MCV RESULT":1,"MCV":1,"MCHC RESULT":1,"MCHC":1,"MCH RESULT":1,"MCH":1,"LYMPHOCYTES RESULT":1,"LYMPHOCYTES":1,"HAEMOGLOBIN RESULT":1,"HAEMOGLOBIN":1,"GENDER":1,"EOSINOPHILS RESULT":1,"EOSINOPHILS":1,"BASOPHILS RESULT":1,"BASOPHILS":1},"2":{"DOCTOR":7,"SAMPLECOLLECTDATE":6,"REF DOCTOR NAME":6,"TOTAL WBC COUNT RANGE":5,"PLATELET COUNT RANGE":5,"NEUTROPHILS RANGE":5,"MONOCYTES RANGE":5,"LYMPHOCYTES RANGE":5,"EOSINOPHILS RANGE":5,"BASOPHILS RANGE":5,"RDW RANGE":4,"PCV RANGE":4,"PATIENTNAME":4,"MCV RANGE":4,"MCHC RANGE":4,"MCH RANGE":4,"HAEMOGLOBIN RANGE (MALE)":4,"HAEMOGLOBIN RANGE (FEMALE)":4,"TOTAL WBC COUNT":3,"TESTNAME":3,"RBC RANGE":3,"RBC COUNT":3,"LABNAME":3,"DOCTORDEGINATION":3,"PLATELET COUNT":2,"LAB PERSON NAME":2,"AGE":2,"TOTAL WBC COUNT RESULT":1,"RDW RESULT":1,"RDW ":1,"RBC RESULT":1,"PLATELET COUNT RESULT":1,"PCV RESULT":1,"PCV ":1,"NEUTROPHILS RESULT":1,"NEUTROPHILS":1,"MONOCYTES RESULT":1,"MONOCYTES":1,"MCV RESULT":1,"MCV":1,"MCHC RESULT":1,"MCHC":1,"MCH RESULT":1,"MCH":1,"LYMPHOCYTES RESULT":1,"LYMPHOCYTES":1,"HAEMOGLOBIN RESULT":1,"HAEMOGLOBIN":1,"GENDER":1,"EOSINOPHILS RESULT":1,"EOSINOPHILS":1,"BASOPHILS RESULT":1,"BASOPHILS":1},"3":{"DOCTOR":7,"SAMPLECOLLECTDATE":6,"REF DOCTOR NAME":6,"TOTAL WBC COUNT RANGE":5,"PLATELET COUNT RANGE":5,"NEUTROPHILS RANGE":5,"MONOCYTES RANGE":5,"LYMPHOCYTES RANGE":5,"EOSINOPHILS RANGE":5,"BASOPHILS RANGE":5,"RDW RANGE":4,"PCV RANGE":4,"PATIENTNAME":4,"MCV RANGE":4,"MCHC RANGE":4,"MCH RANGE":4,"HAEMOGLOBIN RANGE (MALE)":4,"HAEMOGLOBIN RANGE (FEMALE)":4,"TOTAL WBC COUNT":3,"TESTNAME":3,"RBC RANGE":3,"RBC COUNT":3,"LABNAME":3,"DOCTORDEGINATION":3,"PLATELET COUNT":2,"LAB PERSON NAME":2,"AGE":2,"TOTAL WBC COUNT RESULT":1,"RDW RESULT":1,"RDW ":1,"RBC RESULT":1,"PLATELET COUNT RESULT":1,"PCV RESULT":1,"PCV ":1,"NEUTROPHILS RESULT":1,"NEUTROPHILS":1,"MONOCYTES RESULT":1,"MONOCYTES":1,"MCV RESULT":1,"MCV":1,"MCHC RESULT":1,"MCHC":1,"MCH RESULT":1,"MCH":1,"LYMPHOCYTES RESULT":1,"LYMPHOCYTES":1,"HAEMOGLOBIN RESULT":1,"HAEMOGLOBIN":1,"GENDER":1,"EOSINOPHILS RESULT":1,"EOSINOPHILS":1,"BASOPHILS RESULT":1,"BASOPHILS":1},"4":{"DOCTOR":7,"SAMPLECOLLECTDATE":6,"REF DOCTOR NAME":6,"TOTAL WBC COUNT RANGE":5,"PLATELET COUNT RANGE":5,"NEUTROPHILS RANGE":5,"MONOCYTES RANGE":5,"LYMPHOCYTES RANGE":5,"EOSINOPHILS RANGE":5,"BASOPHILS RANGE":5,"RDW RANGE":4,"PCV RANGE":4,"PATIENTNAME":4,"MCV RANGE":4,"MCHC RANGE":4,"MCH RANGE":4,"HAEMOGLOBIN RANGE (MALE)":4,"HAEMOGLOBIN RANGE (FEMALE)":4,"TOTAL WBC COUNT":3,"TESTNAME":3,"RBC RANGE":3,"RBC COUNT":3,"LABNAME":3,"DOCTORDEGINATION":3,"PLATELET COUNT":2,"LAB PERSON NAME":2,"AGE":2,"TOTAL WBC COUNT RESULT":1,"RDW RESULT":1,"RDW ":1,"RBC RESULT":1,"PLATELET COUNT RESULT":1,"PCV RESULT":1,"PCV ":1,"NEUTROPHILS RESULT":1,"NEUTROPHILS":1,"MONOCYTES RESULT":1,"MONOCYTES":1,"MCV RESULT":1,"MCV":1,"MCHC RESULT":1,"MCHC":1,"MCH RESULT":1,"MCH":1,"LYMPHOCYTES RESULT":1,"LYMPHOCYTES":1,"HAEMOGLOBIN RESULT":1,"HAEMOGLOBIN":1,"GENDER":1,"EOSINOPHILS RESULT":1,"EOSINOPHILS":1,"BASOPHILS RESULT":1,"BASOPHILS":1,"":1},"5":{"":1}}�cfg��neg_key�

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d55436486085d31b8a8b04571f9a87c112b1837e67b0262a52754be4430fa388
+oid sha256:808e4065fb166f82acd44c8dda8eddea9f0d7b596dcefcd031a75fe6f53f391a
 size 6009091

vocab/strings.json

@@ -66,7 +66,6 @@
   ")/\u00af",
   "):",
   "*",
-  ",",
   "-",
   "-((",
   "-))",
@@ -323,7 +322,6 @@
   "AME",
   "AT12",
   "ATE",
-  "Adequate",
   "Adm",
   "Adm.",
   "Ai",
@@ -348,7 +346,10 @@
   "Aug.",
   "August",
   "B",
-  "BCs",
+  "BASOPHILS",
+  "BASOPHILS RANGE",
+  "BASOPHILS RESULT",
+  "BIN",
   "BLOOD",
   "BY",
   "Basophils",
@@ -359,13 +360,13 @@
   "C'm",
   "C++",
   "C.",
-  "CES",
   "CHAVAN",
   "CHC",
   "COLL",
   "COMPLETE",
   "COUNT",
   "CRYSTAL",
+  "CV ",
   "Ca",
   "Calif",
   "Calif.",
@@ -398,6 +399,7 @@
   "DOCTORDEGINATION",
   "DR",
   "DR.LAB",
+  "DW ",
   "Dare",
   "Dec",
   "Dec.",
@@ -417,11 +419,12 @@
   "E.G.",
   "E.g",
   "E.g.",
-  "EAR",
   "ENT",
+  "EOSINOPHILS",
+  "EOSINOPHILS RANGE",
+  "EOSINOPHILS RESULT",
   "EST",
   "ETE",
-  "ETS",
   "Eosinophils",
   "F",
   "F.",
@@ -447,6 +450,10 @@
   "Gov",
   "Gov.",
   "H",
+  "HAEMOGLOBIN",
+  "HAEMOGLOBIN RANGE (FEMALE)",
+  "HAEMOGLOBIN RANGE (MALE)",
+  "HAEMOGLOBIN RESULT",
   "Had",
   "Haemoglobin",
   "Has",
@@ -464,7 +471,7 @@
   "I.E.",
   "I.e",
   "I.e.",
-  "INDICES",
+  "ILS",
   "ION",
   "Ia",
   "Ia.",
@@ -509,7 +516,12 @@
   "Ky.",
   "L",
   "LAB",
+  "LAB PERSON NAME",
   "LABNAME",
+  "LE)",
+  "LYMPHOCYTES",
+  "LYMPHOCYTES RANGE",
+  "LYMPHOCYTES RESULT",
   "La",
   "La.",
   "Lab",
@@ -527,8 +539,17 @@
   "M.B.B.S.",
   "M.D.",
   "MCH",
+  "MCH RANGE",
+  "MCH RESULT",
   "MCHC",
+  "MCHC RANGE",
+  "MCHC RESULT",
   "MCV",
+  "MCV RANGE",
+  "MCV RESULT",
+  "MONOCYTES",
+  "MONOCYTES RANGE",
+  "MONOCYTES RESULT",
   "MR",
   "Ma'am",
   "Male",
@@ -559,7 +580,6 @@
   "Monocytes",
   "Mont",
   "Mont.",
-  "Morphology",
   "Mount",
   "Mr",
   "Mr.",
@@ -579,6 +599,9 @@
   "N.M.",
   "N.Y.",
   "NAME",
+  "NEUTROPHILS",
+  "NEUTROPHILS RANGE",
+  "NEUTROPHILS RESULT",
   "NGE",
   "NO",
   "Neb",
@@ -595,9 +618,6 @@
   "New Jersey",
   "New Mexico",
   "New York",
-  "Normal",
-  "Normochromic",
-  "Normocytic",
   "North Carolina",
   "North Dakota",
   "Not",
@@ -627,7 +647,6 @@
   "Ol",
   "Ol'",
   "Ol\u2019",
-  "On",
   "Ore",
   "Ore.",
   "Oregon",
@@ -638,10 +657,13 @@
   "PATIENTNAME",
   "PATIL",
   "PCV",
-  "PERIPHERAL",
-  "PLATELETS",
+  "PCV ",
+  "PCV RANGE",
+  "PCV RESULT",
+  "PLATELET COUNT",
+  "PLATELET COUNT RANGE",
+  "PLATELET COUNT RESULT",
   "PLE",
-  "PS",
   "Pa",
   "Pa.",
   "Pankaj",
@@ -649,17 +671,20 @@
   "Ph",
   "Ph.D.",
   "Platelet",
-  "Platelets",
   "Printed",
   "Prof",
   "Prof.",
   "R",
-  "RAL",
-  "RANGE",
   "RBC",
+  "RBC COUNT",
+  "RBC RANGE",
+  "RBC RESULT",
   "RDW",
+  "RDW ",
+  "RDW RANGE",
+  "RDW RESULT",
   "REF",
-  "REPORTNAME",
+  "REF DOCTOR NAME",
   "RESULT",
   "ROOT",
   "Rep",
@@ -670,9 +695,7 @@
   "S",
   "S.C.",
   "SAMPLE",
-  "SEXDATE",
-  "SMEAR",
-  "SON",
+  "SAMPLECOLLECTDATE",
   "Sen",
   "Sen.",
   "Sep",
@@ -686,7 +709,6 @@
   "She's",
   "She\u2019s",
   "Should",
-  "Smear",
   "Somethin",
   "Somethin'",
   "Somethin\u2019",
@@ -697,11 +719,14 @@
   "T12",
   "TAL",
   "TAN",
+  "TES",
   "TEST",
   "TESTNAME",
   "TIL",
   "TOR",
-  "TOTAL",
+  "TOTAL WBC COUNT",
+  "TOTAL WBC COUNT RANGE",
+  "TOTAL WBC COUNT RESULT",
   "Tenn",
   "Tenn.",
   "Tennessee",
@@ -730,7 +755,6 @@
   "Virginia",
   "W",
   "WBC",
-  "WBCs",
   "Was",
   "Wash",
   "Wash.",
@@ -772,8 +796,15 @@
   "XX",
   "XX.XXX",
   "XXX",
+  "XXX ",
+  "XXX XXXX",
+  "XXX XXXX XXXX",
   "XXXX",
-  "XXXx",
+  "XXXX XXX XXXX",
+  "XXXX XXX XXXX XXXX",
+  "XXXX XXXX",
+  "XXXX XXXX (XXXX)",
+  "XXXX XXXX XXXX",
   "XXdd",
   "X_X",
   "X_x",
@@ -838,7 +869,6 @@
   "a.m.",
   "about",
   "ace",
-  "adequate",
   "adm",
   "adm.",
   "age",
@@ -867,7 +897,6 @@
   "ash",
   "ass",
   "at12",
-  "ate",
   "aug",
   "aug-2011",
   "aug.",
@@ -875,7 +904,8 @@
   "b",
   "b.",
   "basophils",
-  "bcs",
+  "basophils range",
+  "basophils result",
   "because",
   "bin",
   "blood",
@@ -894,7 +924,6 @@
   "can",
   "cause",
   "ce>",
-  "ces",
   "ch.",
   "chandan",
   "chavan",
@@ -935,7 +964,6 @@
   "d_x",
   "dan",
   "dare",
-  "date",
   "dd",
   "dd.dd",
   "ddd",
@@ -967,7 +995,6 @@
   "e.",
   "e.g",
   "e.g.",
-  "ear",
   "eb.",
   "ebr",
   "ec.",
@@ -980,13 +1007,14 @@
   "enough",
   "ent",
   "eosinophils",
+  "eosinophils range",
+  "eosinophils result",
   "ep.",
   "ept",
   "ere",
   "ese",
   "est",
   "ete",
-  "ets",
   "ev.",
   "e\u2019s",
   "f",
@@ -1019,6 +1047,9 @@
   "h.",
   "had",
   "haemoglobin",
+  "haemoglobin range (female)",
+  "haemoglobin range (male)",
+  "haemoglobin result",
   "hah",
   "has",
   "hat",
@@ -1056,7 +1087,6 @@
   "inc.",
   "ind",
   "ind.",
-  "indices",
   "inn",
   "in\u2019",
   "is",
@@ -1092,6 +1122,7 @@
   "la",
   "la.",
   "lab",
+  "lab person name",
   "labname",
   "let",
   "let's",
@@ -1107,13 +1138,14 @@
   "ltd",
   "ltd.",
   "lymphocytes",
+  "lymphocytes range",
+  "lymphocytes result",
   "m",
   "m.",
   "m.b.b.s.",
   "m.d.",
   "ma'am",
   "madam",
-  "mal",
   "male",
   "mar",
   "mar.",
@@ -1122,13 +1154,18 @@
   "may",
   "ma\u2019am",
   "mch",
+  "mch range",
+  "mch result",
   "mchc",
+  "mchc range",
+  "mchc result",
   "mcv",
+  "mcv range",
+  "mcv result",
   "md",
   "md.",
   "messrs",
   "messrs.",
-  "mic",
   "mich",
   "mich.",
   "might",
@@ -1139,9 +1176,10 @@
   "mo",
   "mo.",
   "monocytes",
+  "monocytes range",
+  "monocytes result",
   "mont",
   "mont.",
-  "morphology",
   "mr",
   "mr.",
   "mrs",
@@ -1172,13 +1210,12 @@
   "nebr.",
   "need",
   "neutrophils",
+  "neutrophils range",
+  "neutrophils result",
   "nev",
   "nev.",
   "nn.",
   "no",
-  "normal",
-  "normochromic",
-  "normocytic",
   "not",
   "nothin",
   "nothin'",
@@ -1210,7 +1247,6 @@
   "oct.",
   "oes",
   "of.",
-  "ogy",
   "oin",
   "okla",
   "okla.",
@@ -1247,36 +1283,42 @@
   "patientname",
   "patil",
   "pcv",
-  "peripheral",
-  "person",
+  "pcv ",
+  "pcv range",
+  "pcv result",
   "pg",
   "ph",
   "ph.d.",
   "platelet",
-  "platelets",
+  "platelet count",
+  "platelet count range",
+  "platelet count result",
   "ple",
   "pm",
   "pr.",
   "printed",
   "prof",
   "prof.",
-  "ps",
   "pt.",
   "q",
   "q.",
   "r",
   "r.",
-  "ral",
-  "range",
   "rbc",
+  "rbc count",
+  "rbc range",
+  "rbc result",
   "rdw",
+  "rdw ",
+  "rdw range",
+  "rdw result",
   "re",
   "re.",
   "ref",
+  "ref doctor name",
   "rep",
   "rep.",
   "report",
-  "reportname",
   "result",
   "rev",
   "rev.",
@@ -1291,13 +1333,13 @@
   "s.",
   "s.c.",
   "sample",
+  "samplecollectdate",
   "sen",
   "sen.",
   "sep",
   "sep.",
   "sept",
   "sept.",
-  "sexdate",
   "sh.",
   "sha",
   "shah",
@@ -1306,7 +1348,6 @@
   "she's",
   "she\u2019s",
   "should",
-  "smear",
   "somethin",
   "somethin'",
   "something",
@@ -1345,10 +1386,12 @@
   "this's",
   "this\u2019s",
   "those",
-  "tic",
   "til",
   "to",
   "total",
+  "total wbc count",
+  "total wbc count range",
+  "total wbc count result",
   "t\u2019s",
   "u",
   "u.",
@@ -1384,7 +1427,6 @@
   "wash",
   "wash.",
   "wbc",
-  "wbcs",
   "we",
   "were",
   "what",