0 medical_specialty.? i
1 medical_specialty.AllergyandImmunology i
2 medical_specialty.Anesthesiology i
3 medical_specialty.Anesthesiology-Pediatric i
4 medical_specialty.Cardiology i
5 medical_specialty.Cardiology-Pediatric i
6 medical_specialty.DCPTEAM i
7 medical_specialty.Dentistry i
8 medical_specialty.Dermatology i
9 medical_specialty.Emergency/Trauma i
10 medical_specialty.Endocrinology i
11 medical_specialty.Endocrinology-Metabolism i
12 medical_specialty.Family/GeneralPractice i
13 medical_specialty.Gastroenterology i
14 medical_specialty.Gynecology i
15 medical_specialty.Hematology i
16 medical_specialty.Hematology/Oncology i
17 medical_specialty.Hospitalist i
18 medical_specialty.InfectiousDiseases i
19 medical_specialty.InternalMedicine i
20 medical_specialty.Nephrology i
21 medical_specialty.Neurology i
22 medical_specialty.Neurophysiology i
23 medical_specialty.Obsterics&Gynecology-GynecologicOnco i
24 medical_specialty.Obstetrics i
25 medical_specialty.ObstetricsandGynecology i
26 medical_specialty.Oncology i
27 medical_specialty.Ophthalmology i
28 medical_specialty.Orthopedics i
29 medical_specialty.Orthopedics-Reconstructive i
30 medical_specialty.Osteopath i
31 medical_specialty.Otolaryngology i
32 medical_specialty.OutreachServices i
33 medical_specialty.Pathology i
34 medical_specialty.Pediatrics i
35 medical_specialty.Pediatrics-AllergyandImmunology i
36 medical_specialty.Pediatrics-CriticalCare i
37 medical_specialty.Pediatrics-EmergencyMedicine i
38 medical_specialty.Pediatrics-Endocrinology i
39 medical_specialty.Pediatrics-Hematology-Oncology i
40 medical_specialty.Pediatrics-InfectiousDiseases i
41 medical_specialty.Pediatrics-Neurology i
42 medical_specialty.Pediatrics-Pulmonology i
43 medical_specialty.Perinatology i
44 medical_specialty.PhysicalMedicineandRehabilitation i
45 medical_specialty.PhysicianNotFound i
46 medical_specialty.Podiatry i
47 medical_specialty.Proctology i
48 medical_specialty.Psychiatry i
49 medical_specialty.Psychiatry-Addictive i
50 medical_specialty.Psychiatry-Child/Adolescent i
51 medical_specialty.Psychology i
52 medical_specialty.Pulmonology i
53 medical_specialty.Radiologist i
54 medical_specialty.Radiology i
55 medical_specialty.Resident i
56 medical_specialty.Rheumatology i
57 medical_specialty.Speech i
58 medical_specialty.SportsMedicine i
59 medical_specialty.Surgeon i
60 medical_specialty.Surgery-Cardiovascular i
61 medical_specialty.Surgery-Cardiovascular/Thoracic i
62 medical_specialty.Surgery-Colon&Rectal i
63 medical_specialty.Surgery-General i
64 medical_specialty.Surgery-Maxillofacial i
65 medical_specialty.Surgery-Neuro i
66 medical_specialty.Surgery-Pediatric i
67 medical_specialty.Surgery-Plastic i
68 medical_specialty.Surgery-PlasticwithinHeadandNeck i
69 medical_specialty.Surgery-Thoracic i
70 medical_specialty.Surgery-Vascular i
71 medical_specialty.SurgicalSpecialty i
72 medical_specialty.Urology i
73 medical_specialty.missing(NA) i
74 payer_code.? i
75 payer_code.BC i
76 payer_code.CH i
77 payer_code.CM i
78 payer_code.CP i
79 payer_code.DM i
80 payer_code.FR i
81 payer_code.HM i
82 payer_code.MC i
83 payer_code.MD i
84 payer_code.MP i
85 payer_code.OG i
86 payer_code.OT i
87 payer_code.PO i
88 payer_code.SI i
89 payer_code.SP i
90 payer_code.UN i
91 payer_code.WC i
92 payer_code.missing(NA) i
93 age.[0-10) i
94 age.[10-20) i
95 age.[20-30) i
96 age.[30-40) i
97 age.[40-50) i
98 age.[50-60) i
99 age.[60-70) i
100 age.[70-80) i
101 age.[80-90) i
102 age.[90-100) i
103 age.missing(NA) i
104 weight.>200 i
105 weight.? i
106 weight.[0-25) i
107 weight.[100-125) i
108 weight.[125-150) i
109 weight.[150-175) i
110 weight.[175-200) i
111 weight.[25-50) i
112 weight.[50-75) i
113 weight.[75-100) i
114 weight.missing(NA) i
115 race.? i
116 race.AfricanAmerican i
117 race.Asian i
118 race.Caucasian i
119 race.Hispanic i
120 race.Other i
121 race.missing(NA) i
122 max_glu_serum.>200 i
123 max_glu_serum.>300 i
124 max_glu_serum.None i
125 max_glu_serum.Norm i
126 max_glu_serum.missing(NA) i
127 A1Cresult.>7 i
128 A1Cresult.>8 i
129 A1Cresult.None i
130 A1Cresult.Norm i
131 A1Cresult.missing(NA) i
132 metformin.Down i
133 metformin.No i
134 metformin.Steady i
135 metformin.Up i
136 metformin.missing(NA) i
137 repaglinide.Down i
138 repaglinide.No i
139 repaglinide.Steady i
140 repaglinide.Up i
141 repaglinide.missing(NA) i
142 nateglinide.Down i
143 nateglinide.No i
144 nateglinide.Steady i
145 nateglinide.Up i
146 nateglinide.missing(NA) i
147 chlorpropamide.Down i
148 chlorpropamide.No i
149 chlorpropamide.Steady i
150 chlorpropamide.Up i
151 chlorpropamide.missing(NA) i
152 glimepiride.Down i
153 glimepiride.No i
154 glimepiride.Steady i
155 glimepiride.Up i
156 glimepiride.missing(NA) i
157 glipizide.Down i
158 glipizide.No i
159 glipizide.Steady i
160 glipizide.Up i
161 glipizide.missing(NA) i
162 glyburide.Down i
163 glyburide.No i
164 glyburide.Steady i
165 glyburide.Up i
166 glyburide.missing(NA) i
167 pioglitazone.Down i
168 pioglitazone.No i
169 pioglitazone.Steady i
170 pioglitazone.Up i
171 pioglitazone.missing(NA) i
172 rosiglitazone.Down i
173 rosiglitazone.No i
174 rosiglitazone.Steady i
175 rosiglitazone.Up i
176 rosiglitazone.missing(NA) i
177 acarbose.Down i
178 acarbose.No i
179 acarbose.Steady i
180 acarbose.Up i
181 acarbose.missing(NA) i
182 miglitol.Down i
183 miglitol.No i
184 miglitol.Steady i
185 miglitol.Up i
186 miglitol.missing(NA) i
187 insulin.Down i
188 insulin.No i
189 insulin.Steady i
190 insulin.Up i
191 insulin.missing(NA) i
192 glyburide-metformin.Down i
193 glyburide-metformin.No i
194 glyburide-metformin.Steady i
195 glyburide-metformin.Up i
196 glyburide-metformin.missing(NA) i
197 gender.Female i
198 gender.Male i
199 gender.Unknown/Invalid i
200 gender.missing(NA) i
201 tolazamide.No i
202 tolazamide.Steady i
203 tolazamide.Up i
204 tolazamide.missing(NA) i
205 acetohexamide.No i
206 acetohexamide.Steady i
207 acetohexamide.missing(NA) i
208 tolbutamide.No i
209 tolbutamide.Steady i
210 tolbutamide.missing(NA) i
211 troglitazone.No i
212 troglitazone.Steady i
213 troglitazone.missing(NA) i
214 glipizide-metformin.No i
215 glipizide-metformin.Steady i
216 glipizide-metformin.missing(NA) i
217 glimepiride-pioglitazone.No i
218 glimepiride-pioglitazone.Steady i
219 glimepiride-pioglitazone.missing(NA) i
220 metformin-rosiglitazone.No i
221 metformin-rosiglitazone.Steady i
222 metformin-rosiglitazone.missing(NA) i
223 metformin-pioglitazone.No i
224 metformin-pioglitazone.Steady i
225 metformin-pioglitazone.missing(NA) i
226 change.Ch i
227 change.No i
228 change.missing(NA) i
229 diabetesMed.No i
230 diabetesMed.Yes i
231 diabetesMed.missing(NA) i
232 admission_type_id int
233 discharge_disposition_id int
234 admission_source_id int
235 time_in_hospital int
236 num_lab_procedures int
237 num_procedures int
238 num_medications int
239 number_outpatient int
240 number_emergency int
241 number_inpatient int
242 diag_1 int
243 diag_2 int
244 diag_3 int
245 number_diagnoses int
