Model: SalmanFaroz/DisEmbed-v1
Author: SalmanFaroz
Pipeline: sentence-similarity
Tags: safetensors, bert, sentence-similarity, en, dataset:SalmanFaroz/DisEmbed-Symptom-Disease-v1, arxiv:2412.15258, base_model:BAAI/bge-small-en-v1.5, base_model:finetune:BAAI/bge-small-en-v1.5, doi:10.57967/hf/3811, license:mit, region:us
Base models (finetune): id: BAAI/bge-small-en-v1.5
Card metadata: language: en
license: mit
tags: sentence-similarity
base_model: BAAI/bge-small-en-v1.5
widget: source_sentence: Infections affecting the acromioclavicular joint can present with symptoms such as shoulder pain, swelling, and potential fever. Patients may experience systemic signs of infection, including chills and malaise, alongside localized symptoms related to joint movement.
sentences: Gastric stromal tumors with uncertain behavior can present with symptoms such as abdominal pain, nausea, and changes in appetite. Patients may experience psychological distress due to concerns about malignancy and the need for further evaluation. The presence of these tumors can lead to complications depending on their size and location., Disease Name : Complication, umbrella device, vascular, embolism, Disease Name : Infection, infected, infective, acromioclavicular, source_sentence: cyanosis: a bluish discoloration of the skin; fatigue: extreme tiredness; shortness of breath: difficulty in breathing; headache: pain in the head; confusion: difficulty in thinking clearly.
sentences: Disease Name : Anomaly, anomalous, spine, spinal NEC, column NEC, kyphosis, Disease Name : Methemoglobinemia, Hb M disease, Superficial insect bites on the finger can lead to localized swelling, redness, and itching. Patients may experience discomfort and potential allergic reactions, requiring symptomatic treatment., source_sentence: Disease Name : Excess, excessive, excessively, crying, in infant
sentences: Excessive crying in infants can manifest as prolonged periods of distress, often accompanied by signs of discomfort such as clenching fists, arching of the back, and difficulty in soothing. The infant may exhibit a high-pitched cry and may seem inconsolable, leading to parental concern and anxiety about the child's well-being., Disease Name : Syphilis, syphilitic, meningitis, Disease Name : Prolapse, prolapsed, ileostomy bud, source_sentence: Cysts affecting the lacrimal passages or sac can lead to symptoms such as tearing, swelling, and discomfort in the inner corner of the eye. Patients may experience recurrent infections, redness, and a sensation of fullness, which can significantly impact tear drainage and overall eye health.
sentences: A condition characterized by the fusion of a single suture can lead to various physical deformities and developmental challenges. Symptoms may include cognitive impairment and various physical challenges that can impact daily life., Disease Name : Cyst, Lacrimal, Passages or Sac, This condition presents with swelling and pain in the area of the placenta, often accompanied by tenderness and discomfort. Patients may experience complications during pregnancy, including bleeding and changes in fetal movement. In some cases, there may be associated risks to both the mother and the fetus., source_sentence: Disease Name : Tuberculosis, tubercular, tuberculous, brain
sentences: hoarseness: abnormal voice quality due to vocal cord dysfunction; difficulty breathing: shortness of breath or stridor from airway compression; loss of voice: inability to speak due to vocal cord paralysis; throat discomfort: pain or irritation in the throat area., Symptoms include cough, wheezing, and difficulty breathing, often exacerbated by exposure to specific environmental triggers such as air conditioning systems. Patients may also experience fever and malaise, with a history of allergic reactions or asthma. The condition can lead to significant respiratory distress if not managed appropriately., Symptoms often include headaches, confusion, and potential neurological deficits, along with systemic signs such as fever and fatigue. Patients may also experience seizures or altered consciousness, indicating a serious underlying condition.
pipeline_tag: sentence-similarity
datasets: SalmanFaroz/DisEmbed-Symptom-Disease-v1
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Created: 2024-12-15 10:14:37