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Original: <name> visited <hospital> on <date> for his annual physical check-up. De-identified: <name> visited <hospital> on <date> for his annual physical check-up.

Jack Williams visited UCLA Medical Center on October 5, 2022, for his annual physical check-up.

<name> visited <hospital> on <date> for his annual physical check-up.

Original: Orthopedic surgeon Dr. <name> performed a total knee replacement on <name> on <date>. De-identified: Orthopedic surgeon Dr. <name> performed a total knee replacement on <name> on <date>.

Orthopedic surgeon Dr. Laura Harris performed a total knee replacement on Emily Wilson on September 9, 2022.

Orthopedic surgeon Dr. <name> performed a total knee replacement on <name> on <date>.

Original: Patient <id>, <name>, received a tetanus vaccination at <hospital> on <date>. De-identified: Patient <id>, <name>, received a tetanus vaccination at <hospital> on <date>.

Patient 213445, Peter Johnson, received a tetanus vaccination at Memorial Hospital on August 19, 2023.

Patient <id>, <name>, received a tetanus vaccination at <hospital> on <date>.

Original: <name> was prescribed Acetaminophen 500mg for fever and pain relief on <date>. De-identified: <name> was prescribed Acetaminophen 500mg for fever and pain relief on <date>.

Susan Clark was prescribed Acetaminophen 500mg for fever and pain relief on May 16, 2022.

<name> was prescribed Acetaminophen 500mg for fever and pain relief on <date>.

Original: Referral patient <id>, <name>, had an EEG test at <hospital> on <date>. De-identified: Referral patient <id>, <name>, had an EEG test at <hospital> on <date>.

Referral patient 345612, Ryan Cooper, had an EEG test at St. Joseph Hospital on July 1, 2022.

Referral patient <id>, <name>, had an EEG test at <hospital> on <date>.

Original: Ultrasound results from <name>'s check-up on <date> showed a healthy liver and kidneys. De-identified: Ultrasound results from <name>'s check-up on <date> showed a healthy liver and kidneys.

Ultrasound results from Nancy Robertson's check-up on April 26, 2022, showed a healthy liver and kidneys.

Ultrasound results from <name>'s check-up on <date> showed a healthy liver and kidneys.

Original: On <date>, Dr. <name> examined patient <id>, <name>, and discovered a minor heart murmur. De-identified: On <date>, Dr. <name> examined patient <id>, <name>, and discovered a minor heart murmur.

On June 15, 2021, Dr. Christine White examined patient 238748, Linda Morales, and discovered a minor heart murmur.

On <date>, Dr. <name> examined patient <id>, <name>, and discovered a minor heart murmur.

Original: <hospital> discharged Mr. <name> following his successful gallbladder surgery on <date>. De-identified: <hospital> discharged Mr. <name> following his successful gallbladder surgery on <date>.

St. Luke's Hospital discharged Mr. Jackson Johnson following his successful gallbladder surgery on August 30, 2022.

<hospital> discharged Mr. <name> following his successful gallbladder surgery on <date>.

Original: <name> had a follow-up appointment with her cardiologist, Dr. <name>, on <date>. De-identified: <name> had a follow-up appointment with her cardiologist, Dr. <name>, on <date>.

Karen Anderson had a follow-up appointment with her cardiologist, Dr. Samuel Lee, on September 20, 2023.

<name> had a follow-up appointment with her cardiologist, Dr. <name>, on <date>.

Original: On <date>, patient <id>, <name>, had his first chemotherapy session to treat his colon cancer. De-identified: On <date>, patient <id>, <name>, had his first chemotherapy session to treat his colon cancer.

On October 27, 2021, patient 125874, Richard Clark, had his first chemotherapy session to treat his colon cancer.

On <date>, patient <id>, <name>, had his first chemotherapy session to treat his colon cancer.

Original: On <date>, <name>'s ultrasound revealed a 6-week pregnancy. De-identified: On <date>, <name>'s ultrasound revealed a 6-week pregnancy.

On October 25, 2023, Rebecca Johnson's ultrasound revealed a 6-week pregnancy.

On <date>, <name>'s ultrasound revealed a 6-week pregnancy.

Original: Patient <name>, ID: <id>, had an allergic reaction to Penicillin on <date>. De-identified: Patient <name>, ID: <id>, had an allergic reaction to Penicillin on <date>.

Patient Samantha Williams, ID: 453728439, had an allergic reaction to Penicillin on August 5, 2024.

Patient <name>, ID: <id>, had an allergic reaction to Penicillin on <date>.

Original: <name> received a Tetanus shot at <hospital> on <date>. De-identified: <name> received a Tetanus shot at <hospital> on <date>.

Kevin Johnson received a Tetanus shot at Riverstone Medical Center on May 23, 2024.

<name> received a Tetanus shot at <hospital> on <date>.

Original: <name>, a 62-year-old female, showed signs of arthritis on a photograph taken on <date>. De-identified: <name>, a 62-year-old female, showed signs of arthritis on a photograph taken on <date>.

Cindy Adams, a 62-year-old female, showed signs of arthritis on a photograph taken on September 4, 2023.

<name>, a 62-year-old female, showed signs of arthritis on a photograph taken on <date>.

Original: Dr. <name> provided a prescription for Hydrochlorothiazide to patient <name> on <date>. De-identified: Dr. <name> provided a prescription for Hydrochlorothiazide to patient <name> on <date>.

Dr. Karen Patel provided a prescription for Hydrochlorothiazide to patient David Miller on July 13, 2024.

Dr. <name> provided a prescription for Hydrochlorothiazide to patient <name> on <date>.

Original: Patient <id>, <name>, underwent a successful bypass surgery at <hospital> on <date>. De-identified: Patient <id>, <name>, underwent a successful bypass surgery at <hospital> on <date>.

Patient 726384, Eric Jackson, underwent a successful bypass surgery at Westwood Clinic on June 1, 2023.

Patient <id>, <name>, underwent a successful bypass surgery at <hospital> on <date>.

Original: <name>'s mental health evaluation was completed by Dr. <name> at <hospital> on <date>. De-identified: <name>'s mental health evaluation was completed by Dr. <name> at <hospital> on <date>.

Sarah Robinson's mental health evaluation was completed by Dr. Nathan Lewis at Crescent Hospital on November 17, 2024.

<name>'s mental health evaluation was completed by Dr. <name> at <hospital> on <date>.

Original: <name>, a 48-year-old patient, had a blood glucose level of 200 mg/dL on their test taken on <date>. De-identified: <name>, a 48-year-old patient, had a blood glucose level of 200 mg/dL on their test taken on <date>.

Kelly Clark, a 48-year-old patient, had a blood glucose level of 200 mg/dL on their test taken on February 24, 2024.

<name>, a 48-year-old patient, had a blood glucose level of 200 mg/dL on their test taken on <date>.

Original: Liver enzymes for <name>, patient number <id>, were elevated in test results from <date>. De-identified: Liver enzymes for <name>, patient number <id>, were elevated in test results from <date>.

Liver enzymes for Richard Allen, patient number 3928348, were elevated in test results from October 21, 2023.

Liver enzymes for <name>, patient number <id>, were elevated in test results from <date>.

Original: <name>'s echocardiogram, performed at <hospital> on <date>, showed mitral valve prolapse. De-identified: <name>'s echocardiogram, performed at <hospital> on <date>, showed mitral valve prolapse.

Linda Thompson's echocardiogram, performed at Oakwood Medical Center on August 5, 2024, showed mitral valve prolapse.

<name>'s echocardiogram, performed at <hospital> on <date>, showed mitral valve prolapse.

Original: <name>, born <date>, was diagnosed with iron deficiency anemia during her checkup at <hospital>. De-identified: <name>, born <date>, was diagnosed with iron deficiency anemia during her checkup at <hospital>.

Jennifer Lee, born July 18, 1987, was diagnosed with iron deficiency anemia during her checkup at Greenridge Clinic.

<name>, born <date>, was diagnosed with iron deficiency anemia during her checkup at <hospital>.

Original: <name> was admitted to <hospital> on <date>, with a severe case of pneumonia. De-identified: <name> was admitted to <hospital> on <date>, with a severe case of pneumonia.

Michael Lewis was admitted to West Valley Medical Center on August 30, 2022, with a severe case of pneumonia.

<name> was admitted to <hospital> on <date>, with a severe case of pneumonia.

Original: On <date>, <name> got a flu shot at <hospital>. De-identified: On <date>, <name> got a flu shot at <hospital>.

On October 22, 2022, Rachel Stevens got a flu shot at Hawthorn Medical Centre.

On <date>, <name> got a flu shot at <hospital>.

Original: Ultrasound for patient <id>, <name>, showed a 6-week gestation on <date>. De-identified: Ultrasound for patient <id>, <name>, showed a 6-week gestation on <date>.

Ultrasound for patient 249031, Olivia Edwards, showed a 6-week gestation on July 9, 2022.

Ultrasound for patient <id>, <name>, showed a 6-week gestation on <date>.

Original: <name> underwent an appendectomy on <date>, at <hospital>. De-identified: <name> underwent an appendectomy on <date>, at <hospital>.

Carl Johnson underwent an appendectomy on February 12, 2023, at Mercy General Hospital.

<name> underwent an appendectomy on <date>, at <hospital>.

Original: <name>, patient <id>, was referred to a neurologist for further evaluation of her seizures on <date>. De-identified: <name>, patient <id>, was referred to a neurologist for further evaluation of her seizures on <date>.

Lisa Hartman, patient 738201, was referred to a neurologist for further evaluation of her seizures on August 18, 2022.

<name>, patient <id>, was referred to a neurologist for further evaluation of her seizures on <date>.

Original: Lab report for <name>, DOB: <date>, showed elevated CRP levels, submitted on <date>. De-identified: Lab report for <name>, DOB: <date>, showed elevated CRP levels, submitted on <date>.

Lab report for Anne Johnson, DOB: April 11, 1969, showed elevated CRP levels, submitted on February 15, 2023.

Lab report for <name>, DOB: <date>, showed elevated CRP levels, submitted on <date>.

Original: <name>'s appointment with his gastroenterologist Dr. <name> at <hospital> on <date>. De-identified: <name>'s appointment with his gastroenterologist Dr. <name> at <hospital> on <date>.

Keith Martin's appointment with his gastroenterologist Dr. Laura Reed at Greenberg Memorial Healthcare on October 3, 2023.

<name>'s appointment with his gastroenterologist Dr. <name> at <hospital> on <date>.

Original: <name>, patient ID: <id>, underwent a colonoscopy on <date>, revealing the presence of polyps. De-identified: <name>, patient ID: <id>, underwent a colonoscopy on <date>, revealing the presence of polyps.

David Peterson, patient ID: AJ47201, underwent a colonoscopy on November 6, 2022, revealing the presence of polyps.

<name>, patient ID: <id>, underwent a colonoscopy on <date>, revealing the presence of polyps.

Original: <name> had a mammogram performed at <hospital> on <date>, which showed a suspicious mass. De-identified: <name> had a mammogram performed at <hospital> on <date>, which showed a suspicious mass.

Samantha Clark had a mammogram performed at Vanderbilt Hospital on September 10, 2023, which showed a suspicious mass.

<name> had a mammogram performed at <hospital> on <date>, which showed a suspicious mass.

Original: <name> participated in a sleep study at <hospital> on <date>. De-identified: <name> participated in a sleep study at <hospital> on <date>.

Jennifer Lee participated in a sleep study at Boston General Hospital on July 5, 2022.

<name> participated in a sleep study at <hospital> on <date>.

Original: <name>'s prescription for <hospital> included 20mg of Lisinopril, filled on <date>. De-identified: <name>'s prescription for <hospital> included 20mg of Lisinopril, filled on <date>.

George Wilson's prescription for Glenwood Medical Center included 20mg of Lisinopril, filled on August 8, 2022.

<name>'s prescription for <hospital> included 20mg of Lisinopril, filled on <date>.

Original: On <date>, Dr. <name> provided a physical therapy consultation for patient <name>. De-identified: On <date>, Dr. <name> provided a physical therapy consultation for patient <name>.

On October 12, 2022, Dr. Laura Martin provided a physical therapy consultation for patient Joshua Thomas.

On <date>, Dr. <name> provided a physical therapy consultation for patient <name>.

Original: Patient ID: <id>, <name>, had a bone density scan performed on <date>. De-identified: Patient ID: <id>, <name>, had a bone density scan performed on <date>.

Patient ID: 565355, Carol Henderson, had a bone density scan performed on December 1, 2022.

Patient ID: <id>, <name>, had a bone density scan performed on <date>.

Original: <name> was discharged from <hospital> on <date>, after recovering from pneumonia. De-identified: <name> was discharged from <hospital> on <date>, after recovering from pneumonia.

Jane Smith was discharged from Providence Hospital on April 30, 2022, after recovering from pneumonia.

<name> was discharged from <hospital> on <date>, after recovering from pneumonia.

Original: Blood transfusion was given to <name>, patient <id>, at <hospital> on <date>. De-identified: Blood transfusion was given to <name>, patient <id>, at <hospital> on <date>.

Blood transfusion was given to Kayla Johnson, patient 212345, at Memorial Hospital on September 15, 2022.

Blood transfusion was given to <name>, patient <id>, at <hospital> on <date>.

Original: <name>'s biopsy results were discussed with Dr. <name> on <date>. De-identified: <name>'s biopsy results were discussed with Dr. <name> on <date>.

Peter Brown's biopsy results were discussed with Dr. Stefan Nguyen on November 20, 2022.

<name>'s biopsy results were discussed with Dr. <name> on <date>.

Original: <name>'s allergy testing at <hospital> was completed on <date>. De-identified: <name>'s allergy testing at <hospital> was completed on <date>.

Sophie Mitchell's allergy testing at Oakwood Clinic was completed on July 18, 2022.

<name>'s allergy testing at <hospital> was completed on <date>.

Original: Radiology report for <name>, patient <id>, showed advanced pancreatic cancer on <date>. De-identified: Radiology report for <name>, patient <id>, showed advanced pancreatic cancer on <date>.

Radiology report for Brian Wilson, patient 93402, showed advanced pancreatic cancer on March 30, 2022.

Radiology report for <name>, patient <id>, showed advanced pancreatic cancer on <date>.

Original: <name> underwent surgery on <date>, and was seen by Dr. <name> for a follow-up on <date>. De-identified: <name> underwent surgery on <date>, and was seen by Dr. <name> for a follow-up on <date>.

Amelia Robinson underwent surgery on August 18, 2022, and was seen by Dr. Emma Johnson for a follow-up on September 1, 2022.

<name> underwent surgery on <date>, and was seen by Dr. <name> for a follow-up on <date>.

Original: <name>, DOB: <date>, received her first Pfizer COVID-19 vaccination at <clinic> on <date>. De-identified: <name>, DOB: <date>, received her first Pfizer COVID-19 vaccination at <clinic> on <date>.

Jennifer Martin, DOB: 07/18/1985, received her first Pfizer COVID-19 vaccination at Northbrook Clinic on February 1, 2023.

<name>, DOB: <date>, received her first Pfizer COVID-19 vaccination at <clinic> on <date>.

Original: Patient ID <id>, <name>, reported experiencing increased anxiety at her appointment on <date>. De-identified: Patient ID <id>, <name>, reported experiencing increased anxiety at her appointment on <date>.

Patient ID 439579, Karen Thompson, reported experiencing increased anxiety at her appointment on November 15, 2022.

Patient ID <id>, <name>, reported experiencing increased anxiety at her appointment on <date>.

Original: Emergency surgery was performed on <name> for acute appendicitis at <hospital> on <date>. De-identified: Emergency surgery was performed on <name> for acute appendicitis at <hospital> on <date>.

Emergency surgery was performed on Matthew Wilson for acute appendicitis at Westside Hospital on July 5, 2023.

Emergency surgery was performed on <name> for acute appendicitis at <hospital> on <date>.

Original: <name>, aged 61, had a routine colonoscopy at <clinic> on <date>, showing early polyp formation. De-identified: <name>, aged 61, had a routine colonoscopy at <clinic> on <date>, showing early polyp formation.

Robert James, aged 61, had a routine colonoscopy at HealthOne Clinic on April 9, 2023, showing early polyp formation.

<name>, aged 61, had a routine colonoscopy at <clinic> on <date>, showing early polyp formation.

Original: Patient <id>, <name>, experienced an allergic reaction to medication prescribed by Dr. <name> on <date>. De-identified: Patient <id>, <name>, experienced an allergic reaction to medication prescribed by Dr. <name> on <date>.

Patient 648930, Emily Walker, experienced an allergic reaction to medication prescribed by Dr. Mendoza on June 25, 2022.

Patient <id>, <name>, experienced an allergic reaction to medication prescribed by Dr. <name> on <date>.

Original: Medical procedure for <name>: pacemaker installation performed at <medical_center> on <date>. De-identified: Medical procedure for <name>: pacemaker installation performed at <medical_center> on <date>.

Medical procedure for Ben Cohen: pacemaker installation performed at Mariners Medical Center on August 12, 2022.

Medical procedure for <name>: pacemaker installation performed at <medical_center> on <date>.

Original: <name>, patient ID: <id>, had a TSH test performed on <date>, revealing hypothyroidism. De-identified: <name>, patient ID: <id>, had a TSH test performed on <date>, revealing hypothyroidism.

Jane Doe, patient ID: 19508322, had a TSH test performed on May 6, 2023, revealing hypothyroidism.

<name>, patient ID: <id>, had a TSH test performed on <date>, revealing hypothyroidism.

Original: <name> underwent a mammogram screening at <health_center> on <date>, with no signs of malignancy detected. De-identified: <name> underwent a mammogram screening at <health_center> on <date>, with no signs of malignancy detected.

Jacqueline O'Neal underwent a mammogram screening at Women's Health Center on January 30, 2023, with no signs of malignancy detected.

<name> underwent a mammogram screening at <health_center> on <date>, with no signs of malignancy detected.

Original: <name> complained of severe abdominal pain during his visit to <clinic> on <date>. De-identified: <name> complained of severe abdominal pain during his visit to <clinic> on <date>.

Jackson Lee complained of severe abdominal pain during his visit to Oakwood Clinic on October 28, 2022.

<name> complained of severe abdominal pain during his visit to <clinic> on <date>.

Original: Dr. <name> evaluated patient <id>, <name>, on <date>, and diagnosed him with asthma. De-identified: Dr. <name> evaluated patient <id>, <name>, on <date>, and diagnosed him with asthma.

Dr. Hansen evaluated patient 312987, Ethan Patel, on September 1, 2023, and diagnosed him with asthma.

Dr. <name> evaluated patient <id>, <name>, on <date>, and diagnosed him with asthma.

Original: Dr. <name> ordered a mammogram for <name> on <date>, at <hospital>. De-identified: Dr. <name> ordered a mammogram for <name> on <date>, at <hospital>.

Dr. Robert Johnson ordered a mammogram for Linda O'Connor on August 5, 2022, at Brookside Medical Center.

Dr. <name> ordered a mammogram for <name> on <date>, at <hospital>.

Original: Patient <id>, <name>, had a follow-up appointment for his arthritis on <date>. De-identified: Patient <id>, <name>, had a follow-up appointment for his arthritis on <date>.

Patient 345678, Brian Stevens, had a follow-up appointment for his arthritis on September 2, 2022.

Patient <id>, <name>, had a follow-up appointment for his arthritis on <date>.

Original: On <date>, <name> underwent a spinal surgery at <hospital>. De-identified: On <date>, <name> underwent a spinal surgery at <hospital>.

On October 4, 2022, Susan Parker underwent a spinal surgery at Mercy General Hospital.

On <date>, <name> underwent a spinal surgery at <hospital>.

Original: <name> gave birth to a healthy baby boy on <date>, at 4:35 PM. De-identified: <name> gave birth to a healthy baby boy on <date>, at 4:35 PM.

Alexandra Johnson gave birth to a healthy baby boy on July 30, 2022, at 4:35 PM.

<name> gave birth to a healthy baby boy on <date>, at 4:35 PM.

Original: <name>'s blood glucose levels were elevated to 190 mg/dL on <date>. De-identified: <name>'s blood glucose levels were elevated to 190 mg/dL on <date>.

Kevin Brown's blood glucose levels were elevated to 190 mg/dL on 11th September 2022.

<name>'s blood glucose levels were elevated to 190 mg/dL on <date>.

Original: X-ray for patient ID <id>, <name>, showed a broken wrist, taken on <date>. De-identified: X-ray for patient ID <id>, <name>, showed a broken wrist, taken on <date>.

X-ray for patient ID 567890, Emma Thompson, showed a broken wrist, taken on June 20, 2022.

X-ray for patient ID <id>, <name>, showed a broken wrist, taken on <date>.

Original: <name>, MRN <id>, began her chemotherapy sessions at <hospital> on <date>. De-identified: <name>, MRN <id>, began her chemotherapy sessions at <hospital> on <date>.

Petra Wood, MRN 123456, began her chemotherapy sessions at St. Joseph's Medical Center on July 16, 2022.

<name>, MRN <id>, began her chemotherapy sessions at <hospital> on <date>.

Original: Dr. <name> reported an abnormal liver function result for Mr. <name> on <date>. De-identified: Dr. <name> reported an abnormal liver function result for Mr. <name> on <date>.

Dr. Jennifer Adams reported an abnormal liver function result for Mr. Michael Nguyen on August 19, 2022.

Dr. <name> reported an abnormal liver function result for Mr. <name> on <date>.

Original: <name>, MRN <id>, was discharged from <hospital> five days after his heart surgery on <date>. De-identified: <name>, MRN <id>, was discharged from <hospital> five days after his heart surgery on <date>.

Christopher Wilson, MRN 987654, was discharged from City Hospital five days after his heart surgery on March 3, 2022.

<name>, MRN <id>, was discharged from <hospital> five days after his heart surgery on <date>.

Original: Newborn Baby <name> was born on <date>, at 12:00 AM at <hospital>. De-identified: Newborn Baby <name> was born on <date>, at 12:00 AM at <hospital>.

Newborn Baby Smith was born on July 12, 2022, at 12:00 AM at Harmony Women's Hospital.

Newborn Baby <name> was born on <date>, at 12:00 AM at <hospital>.

Original: <name> received her first vaccination dose at <hospital> on <date>. De-identified: <name> received her first vaccination dose at <hospital> on <date>.

Susan Clark received her first vaccination dose at Central Health Clinic on August 1, 2022.

<name> received her first vaccination dose at <hospital> on <date>.

Original: Neurologist Dr. <name> saw <name>'s case of multiple sclerosis last updated on <date>. De-identified: Neurologist Dr. <name> saw <name>'s case of multiple sclerosis last updated on <date>.

Neurologist Dr. Kevin Henderson saw Oliver Watson's case of multiple sclerosis last updated on February 11, 2022.

Neurologist Dr. <name> saw <name>'s case of multiple sclerosis last updated on <date>.

Original: The patient, <name>, had a fasting blood sugar of 105 at <hospital> on <date>. De-identified: The patient, <name>, had a fasting blood sugar of 105 at <hospital> on <date>.

The patient, Laura Green, had a fasting blood sugar of 105 at Washington Medical Center on August 21, 2021.

The patient, <name>, had a fasting blood sugar of 105 at <hospital> on <date>.

Original: Patient ID# <id>, <name>, underwent a double hip replacement procedure at <hospital> on <date>. De-identified: Patient ID# <id>, <name>, underwent a double hip replacement procedure at <hospital> on <date>.

Patient ID# 873045, Patrick Nelson, underwent a double hip replacement procedure at Hope Hospital on December 5, 2023.

Patient ID# <id>, <name>, underwent a double hip replacement procedure at <hospital> on <date>.

Original: <name> had chemotherapy at <hospital>, and his last treatment date was <date>. De-identified: <name> had chemotherapy at <hospital>, and his last treatment date was <date>.

Tom Martins had chemotherapy at Prestige Oncology Center, and his last treatment date was November 10, 2023.

<name> had chemotherapy at <hospital>, and his last treatment date was <date>.

Original: Dr. <name> reported that <name>'s liver enzyme levels were elevated after a panel conducted on <date>. De-identified: Dr. <name> reported that <name>'s liver enzyme levels were elevated after a panel conducted on <date>.

Dr. Wallace reported that Emily Adams' liver enzyme levels were elevated after a panel conducted on September 5, 2022.

Dr. <name> reported that <name>'s liver enzyme levels were elevated after a panel conducted on <date>.

Original: On <date>, <name> received a flu shot at <hospital>. De-identified: On <date>, <name> received a flu shot at <hospital>.

On July 15, 2021, Stella Burke received a flu shot at Springfield Community Health Center.

On <date>, <name> received a flu shot at <hospital>.

Original: Patient #<id>, named <name>, had a prenatal checkup on <date>, and her blood tests showed iron deficiency. De-identified: Patient #<id>, named <name>, had a prenatal checkup on <date>, and her blood tests showed iron deficiency.

Patient #582301, named Nicole Young, had a prenatal checkup on October 3, 2023, and her blood tests showed iron deficiency.

Patient #<id>, named <name>, had a prenatal checkup on <date>, and her blood tests showed iron deficiency.

Original: <name> was transferred from <hospital> to <hospital> on <date>, for post-stroke therapy. De-identified: <name> was transferred from <hospital> to <hospital> on <date>, for post-stroke therapy.

Jacob Williams was transferred from Grace Hospital to Davis Rehabilitation on April 18, 2022, for post-stroke therapy.

<name> was transferred from <hospital> to <hospital> on <date>, for post-stroke therapy.

Original: Dr. <name> treated patient <id>, <name>, for acute bronchitis on <date>. De-identified: Dr. <name> treated patient <id>, <name>, for acute bronchitis on <date>.

Dr. Fiona Morrison treated patient 469753, Tim Rogers, for acute bronchitis on June 16, 2023.

Dr. <name> treated patient <id>, <name>, for acute bronchitis on <date>.

Original: Patient: <name>, Date: <date>, Registered at: <hospital>, Patient ID: <id>. De-identified: Patient: <name>, Date: <date>, Registered at: <hospital>, Patient ID: <id>.

Patient: Olivia Williams, Date: May 21, 2024, Registered at: Mercy General Hospital, Patient ID: A00123B.

Patient: <name>, Date: <date>, Registered at: <hospital>, Patient ID: <id>.

Original: <name> had a mammogram on <date>, at <hospital>. De-identified: <name> had a mammogram on <date>, at <hospital>.

Karen Johnson had a mammogram on July 10, 2022, at Forest Hill Medical Center.

<name> had a mammogram on <date>, at <hospital>.

Original: Nurse <name> administered flu shots to patients from the list-sharing clinic on <date>. De-identified: Nurse <name> administered flu shots to patients from the list-sharing clinic on <date>.

Nurse Lucy Davis administered flu shots to patients from the list-sharing clinic on August 14, 2022.

Nurse <name> administered flu shots to patients from the list-sharing clinic on <date>.

Original: Patient <name>, assigned clinician Dr. <name>, first consultation on <date>. De-identified: Patient <name>, assigned clinician Dr. <name>, first consultation on <date>.

Patient Peter Nelson, assigned clinician Dr. Robert Evans, first consultation on November 11, 2022.

Patient <name>, assigned clinician Dr. <name>, first consultation on <date>.

Original: Mrs. <name> was referred to <hospital> for her back pain on <date>. De-identified: Mrs. <name> was referred to <hospital> for her back pain on <date>.

Mrs. Elizabeth Mathews was referred to North River Physical Therapy for her back pain on June 1, 2022.

Mrs. <name> was referred to <hospital> for her back pain on <date>.

Original: <name> visited Dr. <name> at <hospital> for a sprained ankle on <date>. De-identified: <name> visited Dr. <name> at <hospital> for a sprained ankle on <date>.

Jamie Patterson visited Dr. George Emerson at Mountain View Clinic for a sprained ankle on October 2, 2023.

<name> visited Dr. <name> at <hospital> for a sprained ankle on <date>.

Original: <name>'s ID: <id>, Radiologist: Dr. <name>, X-ray of leg fracture, completed <date>. De-identified: <name>'s ID: <id>, Radiologist: Dr. <name>, X-ray of leg fracture, completed <date>.

Alan Thompson's ID: 082375, Radiologist: Dr. Lisa Wilson, X-ray of leg fracture, completed January 15, 2023.

<name>'s ID: <id>, Radiologist: Dr. <name>, X-ray of leg fracture, completed <date>.

Original: <name> gave blood sample for HbA1c and glucose testing on <date>. De-identified: <name> gave blood sample for HbA1c and glucose testing on <date>.

Aaron Cook gave blood sample for HbA1c and glucose testing on February 31, 2023.

<name> gave blood sample for HbA1c and glucose testing on <date>.

Original: <name>'s vision test on <date>, showed she has slight astigmatism, optician: <name>. De-identified: <name>'s vision test on <date>, showed she has slight astigmatism, optician: <name>.

Allison King's vision test on September 12, 2023, showed she has slight astigmatism, optician: John Lewis.

<name>'s vision test on <date>, showed she has slight astigmatism, optician: <name>.

Original: MRI report dated <date>, Patient ID <id>, <name>, revealed no significant brain pathology. De-identified: MRI report dated <date>, Patient ID <id>, <name>, revealed no significant brain pathology.

MRI report dated April 9, 2023, Patient ID 673569, Sandy Mitchell, revealed no significant brain pathology.

MRI report dated <date>, Patient ID <id>, <name>, revealed no significant brain pathology.

Original: <name> presented with shortness of breath at <hospital> on <date>. De-identified: <name> presented with shortness of breath at <hospital> on <date>.

Lucy Adams presented with shortness of breath at Green Valley Hospital on July 28, 2024.

<name> presented with shortness of breath at <hospital> on <date>.

Original: Doctor <name> at <hospital> referred patient ID: <id>, <name>, dated <date>. De-identified: Doctor <name> at <hospital> referred patient ID: <id>, <name>, dated <date>.

Doctor Kevin Williams at Boston Medical Center referred patient ID: 27272829, Julie Williams, dated Aug 5, 2024.

Doctor <name> at <hospital> referred patient ID: <id>, <name>, dated <date>.

Original: <name>'s ultrasound revealed gallstones on <date> at <hospital>. De-identified: <name>'s ultrasound revealed gallstones on <date> at <hospital>.

Oliver King's ultrasound revealed gallstones on September 12, 2024, at Evergreen Clinic.

<name>'s ultrasound revealed gallstones on <date> at <hospital>.

Original: Immunization record: Patient ID <id>, <name>, received flu vaccine on <date>. De-identified: Immunization record: Patient ID <id>, <name>, received flu vaccine on <date>.

Immunization record: Patient ID 83737492, Emma Lee, received flu vaccine on Oct. 1, 2024.

Immunization record: Patient ID <id>, <name>, received flu vaccine on <date>.

Original: Patient <name> tested positive for COVID-19 on <date>, at <hospital>. De-identified: Patient <name> tested positive for COVID-19 on <date>, at <hospital>.

Patient Alex Carter tested positive for COVID-19 on November 2, 2024, at Central City Medical Centre.

Patient <name> tested positive for COVID-19 on <date>, at <hospital>.

Original: On <date>, <name> underwent a routine mammogram at <hospital>. The findings were inconclusive. De-identified: On <date>, <name> underwent a routine mammogram at <hospital>. The findings were inconclusive.

On June 15, 2024, Susan Baker underwent a routine mammogram at Westside Health Center. The findings were inconclusive.

On <date>, <name> underwent a routine mammogram at <hospital>. The findings were inconclusive.

Original: Social Security Number for <name>: <id>, checked into <hospital> on <date>. De-identified: Social Security Number for <name>: <id>, checked into <hospital> on <date>.

Social Security Number for Alice Alan: 1234567890, checked into CareFirst Medical on Jan 3, 2025.

Social Security Number for <name>: <id>, checked into <hospital> on <date>.

Original: <name>'s lab results showed an elevated blood glucose level of 145 mg/dL on <date>. De-identified: <name>'s lab results showed an elevated blood glucose level of 145 mg/dL on <date>.

Peter Wilson's lab results showed an elevated blood glucose level of 145 mg/dL on February 6, 2025.

<name>'s lab results showed an elevated blood glucose level of 145 mg/dL on <date>.

Original: On <date>, a biopsy was performed on <name>'s mole at <hospital>. De-identified: On <date>, a biopsy was performed on <name>'s mole at <hospital>.

On March 7, 2025, a biopsy was performed on Thomas Green's mole at New Horizons Medical.

On <date>, a biopsy was performed on <name>'s mole at <hospital>.

Original: <name>'s patient ID is <id>; her weight and BMI were recorded on <date> at <hospital>. De-identified: <name>'s patient ID is <id>; her weight and BMI were recorded on <date> at <hospital>.

Penny Lyon's patient ID is 898989; her weight and BMI were recorded on Sept 13, 2025, at Metro Health.

<name>'s patient ID is <id>; her weight and BMI were recorded on <date> at <hospital>.

Original: <name>, DOB: <date>, was prescribed 40mg Lisinopril for hypertension on <date>. De-identified: <name>, DOB: <date>, was prescribed 40mg Lisinopril for hypertension on <date>.

Rebecca Martinez, DOB: 02/04/1986, was prescribed 40mg Lisinopril for hypertension on May 18, 2022.

<name>, DOB: <date>, was prescribed 40mg Lisinopril for hypertension on <date>.

Original: <name>, Patient ID: <id>, had a Hemoglobin A1c level of 7.2% documented on <date>. De-identified: <name>, Patient ID: <id>, had a Hemoglobin A1c level of 7.2% documented on <date>.

Jane Green, Patient ID: 783298, had a Hemoglobin A1c level of 7.2% documented on August 22, 2022.

<name>, Patient ID: <id>, had a Hemoglobin A1c level of 7.2% documented on <date>.

Original: Radiograph revealed a femur fracture for <name>, taken at <hospital> on <date>. De-identified: Radiograph revealed a femur fracture for <name>, taken at <hospital> on <date>.

Radiograph revealed a femur fracture for Michael Wilson, taken at Boston Medical Center on September 5, 2022.

Radiograph revealed a femur fracture for <name>, taken at <hospital> on <date>.

Original: <name> was diagnosed with early-stage Multiple Sclerosis, MRI performed on <date>. De-identified: <name> was diagnosed with early-stage Multiple Sclerosis, MRI performed on <date>.

Olivia Harris was diagnosed with early-stage Multiple Sclerosis, MRI performed on October 1, 2022.

<name> was diagnosed with early-stage Multiple Sclerosis, MRI performed on <date>.

Original: Endoscopy for patient <id>, <name>, showed evidence of peptic ulcer on <date>. De-identified: Endoscopy for patient <id>, <name>, showed evidence of peptic ulcer on <date>.

Endoscopy for patient 512987, Nathaniel Johnson, showed evidence of peptic ulcer on November 11, 2022.

Endoscopy for patient <id>, <name>, showed evidence of peptic ulcer on <date>.

Original: <name>'s ultrasound taken at <hospital> on <date>, confirmed presence of gallstones. De-identified: <name>'s ultrasound taken at <hospital> on <date>, confirmed presence of gallstones.

Lauren Turner's ultrasound taken at Clearview Hospital on October 23, 2022, confirmed presence of gallstones.

<name>'s ultrasound taken at <hospital> on <date>, confirmed presence of gallstones.

Original: Otolaryngologist Dr. <name> assessed <name> for severe sinusitis on <date>. De-identified: Otolaryngologist Dr. <name> assessed <name> for severe sinusitis on <date>.

Otolaryngologist Dr. James Baxter assessed Jacob Taylor for severe sinusitis on July 18, 2023.

Otolaryngologist Dr. <name> assessed <name> for severe sinusitis on <date>.

Original: The biopsy for <name>, taken on <date>, indicated the presence of a benign cyst. De-identified: The biopsy for <name>, taken on <date>, indicated the presence of a benign cyst.

The biopsy for Samantha Stewart, taken on February 28, 2023, indicated the presence of a benign cyst.

The biopsy for <name>, taken on <date>, indicated the presence of a benign cyst.

Original: Patient ID <id>, <name>, began radiation therapy for a brain tumor on <date>. De-identified: Patient ID <id>, <name>, began radiation therapy for a brain tumor on <date>.

Patient ID 312354, Harold Douglas, began radiation therapy for a brain tumor on May 5, 2023.

Patient ID <id>, <name>, began radiation therapy for a brain tumor on <date>.

Original: <name> underwent testing at <hospital> for Lyme disease on <date>. De-identified: <name> underwent testing at <hospital> for Lyme disease on <date>.

Alex Kingdale underwent testing at Riverside Memorial Hospital for Lyme disease on March 15, 2023.

<name> underwent testing at <hospital> for Lyme disease on <date>.