Electronic Health Records (EHR) Datasets for AI & ML Projects

Off-the-shelf Electronic Health Records (EHR) Datasets to Jumpstart your Healthcare AI project.

Electronic Health Records (Ehr) Data

Plug-in the medical data you’ve been missing today

Find the right Electronic Health Records (EHR) Data For Your Healthcare AI

Improve your machine learning models with best-in-class training data. Electronic Health Records or EHR are medical records that contains patient’s medical history, diagnoses, prescription, treatment plans, vaccination or immunization dates, allergies, radiology images (CT Scan, MRI, X-Rays), and laboratory tests & more. Our Off-the-shelf data catalog makes it easy for you to get medical training data you can trust.

Off-the-Shelf Electronic Health Records (EHR):

  • 5.1M+ Records and physician audio files in 31 specialties
  • Real-world gold-standard medical records to train Clinical NLP and other Document AI models
  • Metadata information like MRN (Anonymized), Admission Date, Discharge Date, Length of Stay days, Gender, Patient Class, Payer, Financial Class, State, Discharge Disposition, Age, DRG, DRG Description, $ Reimbursement, AMLOS, GMLOS, Risk of mortality, Severity of illness, Grouper, Hospital Zip Code, etc.
  • Medical Records from various US states and region- North East (46%), South (9%), Midwest (3%), West (28%), Others (14%)
  • Medical Records belonging to all Patient Classes covered- Inpatient, Outpatient (Clinical, Rehab, Recurring, Surgical Day Care), Emergency.
  • Medical Records belonging to all Patient Age Groups <10 yrs (7.9%), 11-20 yrs (5.7%), 21-30 yrs (10.9%), 31-40 yrs (11.7%), 41-50 yrs (10.4%), 51-60 yrs (13.8%), 61-70 yrs (16.1%), 71-80 yrs (13.3%), 81-90 yrs (7.8%), 90+ yrs (2.4%)
  • Patient Gender ratio of 46% (Male) and 54% (Female)
  • PII Redacted Documents adhering to Safe Harbor Guidelines in conformance with HIPAA
EHR Data by Location
LocationText Documents
EHR Data by Major Diagnosis Category
EHR Data by Major Diagnosis CategoryText Documents
Circulatory System589,730
Infectious & Parasitic Diseases559,244
Respiratory System561,983
Musculoskeletal System & Connective Tissue329,344
Digestive System
Nervous System
Mental Diseases & Disorders
Kidney & Urinary Tract
Pregnancy, Childbirth & the Puerperium
Newborns & Other Neonates with Conditions Originating in the Perinatal Period
Endocrine, Nutritional & Metabolic Diseases & Disorders
Hepatobiliary System & Pancreas
Skin, Subcutaneous Tissue & Breast
Injuries, Poisonings & Toxic Effects of Drugs
Blood, Blood Forming Organs, Immunologic Disorders
Alcohol/Drug Use & Alcohol/Drug-Induced Organic Mental Disorders
Multiple Significant Trauma
Ear, Nose, Mouth & Throat
Female Reproductive System
Factors Influencing Health Status & Other Contacts with Health Services
Myeloproliferative Diseases & Disorders, Poorly Differentiated Neoplasms
Human Immunodeficiency Virus Infections
Male Reproductive System
Alcohol/Drug Use or Induced Mental Disorders48,717
                                                                                  Total with MDC
Cases using a specialty grouper such as 3M (MDC not specified)
Outpatient Cases (MDC not specified)
Cases without reimbursement generated (MDC not specified)

Total including everything (Cases with & without MDC category)


We deal with all types of Data Licensing i.e., text, audio, video, or image. The datasets consist of Medical datasets for ML: Physician Dictation Dataset, Physician Clinical Notes, Medical Conversation Dataset, Medical Transcription Dataset, Doctor-Patient Conversation, Medical Text Data, Medical Images – CT Scan, MRI, Ultra Sound (collected basis custom requirements).

Shaip Contact Us

Can’t find what you are looking for?

New off-the-shelf medical datasets are being collected across all data types 

Contact us now to let go of your healthcare training data collection worries

  • By registering, I agree with Shaip Privacy Policy and Terms of Service and provide my consent to receive B2B marketing communication from Shaip.

EHR Data refers to the digital version of a patient’s medical history, which includes their treatments, medical tests, and other health-related information, maintained by health professionals over time.

EMR (Electronic Medical Record) contains the standard medical data gathered in one provider’s office. EHR (Electronic Health Record) is a broader system that includes EMR but also integrates data from different healthcare providers, offering a more comprehensive patient history.

EHR data is collected through digital inputs by healthcare professionals during patient visits, from lab results, imaging systems, and other diagnostic tools. It’s then stored electronically in EHR systems.

EHR Data is used to track patient care over time, assist healthcare providers in decision-making, facilitate billing processes, support research, and improve overall patient care quality and outcomes.

Buying EHR Data involves strict privacy and regulatory considerations. Typically, you can’t directly purchase individual patient records. However, aggregated and de-identified datasets are available from research organizations, data brokers, or specialized healthcare data vendors like us, following the proper ethical and legal guidelines.