Train Medical AI with Gold-Standard Medical Transcription Dataset

Accurately train your medical AI model with best-in-class training data. Transcribed medical records data refers to transcription of physician and patient conversation, transcription of medical reports and medical assessment. It helps in mapping the medical history of the patient for future visits and also acts as a refence point for the doctors. Our Off-the-shelf data catalog makes it easy for you to get medical training data you can trust.

Off-the-Shelf Transcribed Medical Records:

Our medical record transcription datasets are designed to help healthcare organizations and AI developers:

  • Train NLP systems for clinical text analysis.
  • Build predictive healthcare AI models.
  • Improve the efficiency of medical documentation through automation.

Key features of our datasets:

  • Transcription of 257,977 hours of Real-world Physician Dictation from 31 specialties to train Healthcare Speech models
  • Various Transcribed Medical Records – Operative Report, Discharge SummaryConsultation Note, Admit Note, ED Note, Clinic Note, etc.
  • PII Redacted Audio & Transcripts adhering to Safe Harbor Guidelines in conformance with HIPAA

Medical Audio Data by Specialty

Specialty
Approx. No. of Medical Records
Approx. No. of Characters
Pain Medicine
11
35515
Podiatric Surgery
24
1,08,258
Plastic surgery – specialty
183
6,04,359
Physician Asst.
38
1,27,349
Physical Therapist
1713
46,81,870
Physical Medicine & Rehabilitation
23523
5,77,01,697
Pediatrics
9271
4,26,54,058
Pediatric surgery
23
90525
Pediatric specialty
682
20,63,509
Pediatric pulmonology
40
1,58,625
Pediatric Dentistry
420
8,99,253
Pathology
43462
2,76,60,828
PANP
1,45,960
44,53,32,915
Podiatry
12056
3,91,63,411
Pain Management
30
62650
Otolaryngology
19548
3,95,00,098
Osteopathic
5566
1,36,79,541
Orthopedic
1,45,053
27,75,08,345
Orthopaedics & Sports Medicine
3165
1,43,93,798
Oral surgery
13
32527
Oral & Maxillofacial Surgeon
8
18733
Ophthalmology
19299
4,48,44,680
OPERATIVE CARE
5
13637
Oncology
82300
29,63,70,809
Occupational Therapist
68
2,38,853
Surgery
2,36,788
64,27,35,680
Wound Care
211
5,82,123
Vascular/General
268
4,11,007
VASCULAR SURGERY
156
6,74,129
Urology
96934
13,55,27,616
Upper gastrointestinal surgery
58
1,80,361
Unknown
7,48,054
1,69,50,98,900
Trauma & orthopedics
1308
53,08,512
Transplant
32
1,28,670
Thoracic surgery
37
1,53,325
Thoracic medicine
27
1,64,106
Surgical specialty
290
10,14,789
Surgery Physician Assistant
3
4315
Occupational medicine
763
34,76,696
Sports Medicine
49
1,48,200
Speech Therapy
327
9,81,803
Rheumatology
124
4,32,080
Resident
641
19,90,867
Rehabilitation
30078
9,61,87,590
Radiology
6,30,983
64,19,87,812
Pulmonary
64368
15,66,29,273
Psychotherapy (specialty)
229
29,61,345
Psychiatry
70269
35,10,76,474
PRIMARY CARE ATTENDING
7
27134
Preventive Medicine
191
4,35,298
Dental
1233
29,74,753
General
313
13,77,179
Gastroenterology
62158
12,79,38,968
Family Practice
2498
69,42,820
Family Nurse Practitioner
9018
1,86,24,462
Family Medicine
2,63,480
53,40,93,592
Endocrinology
3212
91,07,557
Emergency Room Specialist
378
12,72,557
Emergency
62256
16,24,31,343
ED Physician Assistant
70
31316
Ear, Nose And Throat
658
20,74,977
Diagnostic Radiology
7591
72,68,441
Dermatology
3474
62,28,845
General dental practice
25
99740
Critical Care
9645
3,42,13,951
Clinical physiology
160
10,03,807
Clinical hematology
2
7546
Cardiothoracic surgery
10
55321
Cardiothoracic
122
7,06,280
Cardiology
15,66,721
3,20,98,50,575
APRN
1693
54,36,558
Anesthetics
9
21300
Anesthesiology
22280
4,80,25,191
Allergy and Immunology
22202
48273220
Accident & emergency
359
723866
IH-Industrial Health
945
27,57,753
OB/GYN
42739
11,41,18,874
Nurse Practitioner – Family
113
2,81,032
Nurse Practitioner
432
27,19,033
Neurosurgery
755
31,46,223
Neurology
17786
4,90,64,199
Neuro/TBI
1157
51,42,035
Nephrology
39821
10,14,22,013
Medicine
122
3,68,833
Medical oncology
67
4,87,088
Internal Medicine, Pulmonary Medicine, Critical Care Medicine And Sleep Medicine
102
2,10,331
Internal Medicine And Nephrology
111
5,19,283
Internal Medicine
6,23,072
1,74,14,86,763
Total
5172766
11331920127
Hospitalist
1493
44,03,854
Hospice & Palliative Medicine
41
2,10,206
HIM
19
7869
Hematology – Oncology
394
11,20,038
Gynecology
25
98953
GI
550
18,71,706
Geriatric Medicine
5323
1,57,49,785
General surgery
2220
89,65,239
General Surgeon
893
14,11,292
General Psychiatry
36
1,18,388
General medicine
327
11,91,224