Datasets:

openmed-community
/

multicare-cases

cases listlengths 1 37	article_id stringlengths 8 11
[ { "age": 53, "case_id": "PMC3738355_01", "case_text": "A 53-year-old woman presented with a 10-year history of intermittent abdominal pain, swelling and continuous vomiting. The patient denied presence of fever, nausea, and weight loss. There were no significant findings at physical examination. An abdo...	PMC3738355
[ { "age": 69, "case_id": "PMC5015624_01", "case_text": "A 69-year-old Caucasian female with coronary artery disease, hyperlipidemia, bilateral cataract extraction three years prior, and a fifty pack-year smoking history presented to the clinic with chronic, progressive vision loss greater in the right ey...	PMC5015624
[ { "age": 60, "case_id": "PMC6381877_01", "case_text": "A 60-year-old male smoker presented with persistent cough and severe right-back pain. His performance status (PS) was 2 by the pain despite opioid use in palliative care. In the imaging test of full body, chest X-ray and chest CT revealed a large lu...	PMC6381877
[ { "age": 41, "case_id": "PMC5912312_01", "case_text": "A 41-year-old female with a past medical history of hypothyroidism and Prinzmetal's angina presented with worsening typical chest pain for 1 day. She was 10 weeks postpartum. Her pain was unresponsive to nitroglycerin and aspirin. Electrocardiogram ...	PMC5912312
[ { "age": 30, "case_id": "PMC5287946_01", "case_text": "A 30-year-old man came to Peking Union Medical College Hospital (PUMCH) with headaches, fatigue, diplopia, and impaired visual field and acuity for 6 months which had worsened since the previous 2 weeks. He denied polydipsia, polyuria, sexual hypoac...	PMC5287946
[ { "age": 40, "case_id": "PMC9106225_01", "case_text": "A 40-year-old female patient was referred for evaluation of an asymptomatic swelling on the lower lip of 6 months duration with a history of local trauma. Clinical examination revealed a well-defined, nontender, smooth-surfaced, roughly oval, fluctu...	PMC9106225
[ { "age": 29, "case_id": "PMC7276389_01", "case_text": "A 29 years old female, physician by profession presented to the emergency department with a history of aggressive vomiting five weeks back followed by left upper abdominal, a single episode of loose motion, subcostal pain radiating to left shoulder ...	PMC7276389
[ { "age": 63, "case_id": "PMC3134036_01", "case_text": "A 63-year-old multiparous woman, gravida 4, para 3, complained of abnormal vaginal bleeding of 2 months' duration. She went into menopause at age 54. The patient had no remarkable medical or family histories. On vaginal examination, the uterus was e...	PMC3134036
[ { "age": null, "case_id": "PMC9184873_01", "case_text": "The characteristics of patients are outlined in Table 1. Twenty of the 34 MM patients were females and 14 were males, the median age was 73,2 years (range 64.6-80.3) and the median time from diagnosis of MM to the first treatment with daratumumab ...	PMC9184873
[ { "age": 71, "case_id": "PMC6186336_01", "case_text": "A 71-year-old female with a history significant for hypertension, hepatitis B, and hypothyroidism, underwent bone marrow biopsy which showed a hypercellular bone marrow with >90% cellularity and 81% myeloblasts expressing CD 34 and CD 117 markers, c...	PMC6186336
[ { "age": 24, "case_id": "PMC9937515_01", "case_text": "A 24-year-old female was brought to the emergency department with complaints of altered mental status and recurrent seizures associated with low-grade fever, headache, and altered sensorium for the last three days. The seizure was acute in onset, ge...	PMC9937515
[ { "age": 0, "case_id": "PMC10196249_01", "case_text": "A 27-day-old boy presented to the emergency room with a 7-hour history of fever. After giving superficial skin cooling at home, the baby remained febrile. The peak temperature was 38.5 C. The baby had a poor appetite and symptoms of sneezing and a s...	PMC10196249
[ { "age": 5, "case_id": "PMC4122203_01", "case_text": "Gloria lived in an intact family with her parents and three younger siblings until her parents divorced at age 5, but she provided no details about her childhood before this time and would not speak at all about her biological father. Gloria and her ...	PMC4122203
[ { "age": 20, "case_id": "PMC7174775_01", "case_text": "The DMD participants had different levels of hand function. Participant one (DP1, 20 years old) was able to use his hands functionally, and no contractures relevant to hand/wrist movement were observed. Participant two (DP2, 22 years old) was able t...	PMC7174775
[ { "age": 58, "case_id": "PMC7969344_01", "case_text": "A 58-year-old female presented with complaints of progressive loss of vision and flashes of light in both eyes (OU). Her past ocular history was significant for progressive nyctalopia which was gradually worsening since her childhood. Her past medic...	PMC7969344
[ { "age": 8, "case_id": "PMC5769854_01", "case_text": "An 8-year-old boy presented at our hospital complaining of recurrent headache and vomiting for 3 months. The patient saw a doctor in a clinic before admission to our hospital and took some medicine for cold. The symptoms got relief temporarily but be...	PMC5769854
[ { "age": 58, "case_id": "PMC7265352_01", "case_text": "A 58-year-old female presented with the left lower radiculopathy. Seven years ago, she had a prior L5-S1 ALIF. On examination she had decreased the left lower-extremity 1/5 motor function in the tibialis anterior and extensor hallucis longus distrib...	PMC7265352
[ { "age": 80, "case_id": "PMC6159178_01", "case_text": "An 80-year-old male was being investigated at a tertiary hospital for iron deficiency anaemia. His medical history, symptomology and physical examination did not indicate a cause. After gastroscopy and colonoscopy were also unremarkable he was refer...	PMC6159178
[ { "age": 15, "case_id": "PMC3678730_01", "case_text": "For each death, the DSS has systematically recorded the age at death and the date of death (including day and month of death). A detailed VA questionnaire has been collected for deaths of children aged < 15 years old since 1985, and for all deaths s...	PMC3678730
[ { "age": null, "case_id": "PMC7201103_01", "case_text": "The demographic and clinical characteristics are shown in Table 1. The median age was 62 years (IQR, 51 to 70). Fever (95.3%) and cough (65.1%) were the most common symptoms, while diarrhea (16.3) was not common. 37.2% of patients had at least one...	PMC7201103
[ { "age": 54, "case_id": "PMC7373792_01", "case_text": "The proband (II-2), a 54-year-old lady, came to the hospital due to recurrent chest pain in last 2 years. Coronary angiography indicated approximately 60-80% stenosis of the anterior descending coronary artery (Figure 1B), ECG testing also suggested...	PMC7373792
[ { "age": 68, "case_id": "PMC8138243_01", "case_text": "A Caucasian 68-year-old male, without systemic diseases, was admitted in March 2020 to a tertiary care center (Hospital Vera Cruz, Campinas, Sao Paulo, Brazil) with history of right upper eyelid swelling and redness for 10 days, which became progres...	PMC8138243
[ { "age": 35, "case_id": "PMC3546213_01", "case_text": "A 35-year-old woman developed MVD due to a left HFS 6 years ago, which was refractory to medical treatment. Results of preoperative brain magnetic resonance image and electromyography were normal. Surgery was successfully performed, and the postoper...	PMC3546213
[ { "age": 20, "case_id": "PMC9852490_01", "case_text": "A 20-year-old male presented with pain and limited motion in the right knee for 15 years. The patient presented to our clinic with HA, restricted flexion and extension of the right knee and a sagittal deformity of the right femur 8 months prior to t...	PMC9852490
[ { "age": 42, "case_id": "PMC4108191_01", "case_text": "A 42-year-old, non-smoking, virgin woman presented to our institution with complaints of dyspnea and pleuritic chest pain since 2 days ago along with 2-month transient spotting. She had a history of leiomyoma since 5 months ago, and was hospitalized...	PMC4108191
[ { "age": 67, "case_id": "PMC8200619_01", "case_text": "A totally bimaxillary edentulous male patient, aged 67 years, diagnosed with prostate cancer who underwent intravenous bisphosphonates treatment (zoledronic acid) for about one year presented himself in March 2018 to Maxillofacial Surgery Department...	PMC8200619
[ { "age": 32, "case_id": "PMC5420015_01", "case_text": "A 32-year-old woman in the 28th week of her fifth pregnancy was referred to our institution with a 3-week history of fetal bradycardia (fetal heart rate 60 beats per minute [bpm]). She had no personal or family histories of cardiac arrest, seizures,...	PMC5420015
[ { "age": 53, "case_id": "PMC6288572_01", "case_text": "A 53-year-old male, smoker (20 pack-years), occasional alcoholic, presented with complaints of blood expectoration of 400 ml in one episode followed by 100-150 ml for 2-3 days. He had 3 episodes of similar history which required hospitalizations and...	PMC6288572
[ { "age": 33, "case_id": "PMC6921157_01", "case_text": "A 33-year-old woman with intractable epilepsy was referred to our epilepsy center for clinical evaluation. At age 31, she experienced status epilepticus subsequent to a febrile episode and following prolonged coma that continued several weeks. She h...	PMC6921157
[ { "age": 4, "case_id": "PMC4550780_01", "case_text": "Considerable variations in recursive abilities have also been observed developmentally. Dickinson showed that recursive language production abilities emerge gradually, in a piecemeal fashion. On the comprehension side, training improves comprehension...	PMC4550780
[ { "age": 72, "case_id": "PMC5987309_01", "case_text": "A 72-year-old male with a past medical history of quadriplegia, hypertension, hyperlipidemia, neurogenic bladder, type 2 diabetes mellitus, chronic obstructive pulmonary disease, and chronic hepatitis presented to the emergency department with an ac...	PMC5987309

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MultiCaRe: Open-Source Clinical Case Dataset

MultiCaRe is an open-source, multimodal clinical case dataset derived from PubMed Central’s Open Access (OA) Case Report articles. It links de-identified case narratives to figure images/captions and article-level metadata, enabling cross-modal supervision and retrieval.

Source and process: OA case reports from PMC; parsed metadata and abstracts; extracted case narratives; downloaded and processed figures; aligned captions; curated image taxonomy (>140 classes).
Scale: 85k+ articles with 110k+ patient mentions and 160k+ images (v2.0).
Tasks enabled: narrative classification, retrieval, summarization; multimodal modeling with image joins; VQA/doc-QA with figure references.
Citation: Paper — https://www.mdpi.com/2306-5729/10/8/123; Zenodo — https://zenodo.org/records/13936721.

This repository: per-case dataset Per-case clinical narratives and demographics extracted from case reports.

Schema

case_id: case identifier (joins to images.patient_id)
article_id: PMCID (joins to articles.article_id)
case_text: clinical case narrative
age: age in years (0 if <1 y.o.)
gender: Female, Male, Transgender, Unknown

Quick start

from datasets import load_dataset
cases = load_dataset("openmed-community/multicare-cases", split="train")
print(cases[0]["case_text"][:600])

Join with images

from datasets import load_dataset
cases = load_dataset("openmed-community/multicare-cases", split="train")
imgs  = load_dataset("openmed-community/multicare-images", split="train")

cid = cases[0]["case_id"]
imgs_for_case = imgs.filter(lambda e: e["patient_id"] == cid)
imgs_for_case[0]["image"].show()

Notes

No official splits; recommend patient/article-level splitting to avoid leakage.
Per-item OA licenses are provided at the image level and via articles.

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Size of the auto-converted Parquet files:

185 MB

Number of rows:

85,653

Collection including openmed-community/multicare-cases

MultiCaRe

Collection

MultiCaRe: Open-Source Clinical Case Dataset • 4 items • Updated Sep 25, 2025 • 17