Model: renegarza/PegasusMedicalSummary
Author: renegarza
Library: transformers
Tags: transformers, pytorch, pegasus, text2text-generation, generated_from_trainer, endpoints_compatible, region:us
Card metadata: tags: generated_from_trainer
metrics: rouge
model-index: name: PegasusMedicalSummary
widget: text: PREOPERATIVE DIAGNOSIS: Chronic obstructive pulmonary disease (COPD).POSTOPERATIVE DIAGNOSIS: COPD.PROCEDURE: Bilateral video-assisted thoracoscopic lung volume reduction surgery (LVRS).ANESTHESIA: General anesthesia with single-lumen endotracheal tube.INDICATIONS FOR PROCEDURE: This 65-year-old female patient presented with severe COPD symptoms, including dyspnea and decreased exercise tolerance. After thorough evaluation and discussions of available treatment options, the decision for bilateral LVRS was made in order to improve lung function and quality of life.PROCEDURE IN DETAIL: Informed consent was obtained after explaining the risks and benefits of the procedure. The patient was placed in a lateral decubitus position, and general anesthesia was induced. Bilateral LVRS was performed using video-assisted thoracoscopic techniques. Intraoperatively, attention was given to minimize bleeding and ensure proper lung tissue removal. The patient tolerated the procedure well, and postoperative care instructions were provided.
example_title: Example 1, text: PREOPERATIVE DIAGNOSIS: Coronary artery disease.POSTOPERATIVE DIAGNOSIS: Coronary artery disease.PROCEDURE: Coronary artery bypass grafting (CABG) surgery.ANESTHESIA: General anesthesia with cardiopulmonary bypass.INDICATIONS FOR PROCEDURE: This 60-year-old male patient presented with significant coronary artery disease, with multiple vessels showing significant stenosis on angiography. After a thorough evaluation of his condition and considering the extent of the disease, the decision was made to proceed with CABG surgery to improve blood flow to the heart muscle.PROCEDURE IN DETAIL: After obtaining informed consent and ensuring adequate preoperative preparations, the patient was brought to the operating room. General anesthesia was induced, and cardiopulmonary bypass was established. The bypass grafts were harvested, and the stenotic coronary arteries were bypassed using appropriate grafts. Hemostasis was ensured, and the patient was weaned off cardiopulmonary bypass. The patient was transferred to the intensive care unit for postoperative monitoring and recovery. Postoperative care instructions were provided to the patient and family members.
example_title: Example 2, text: PREOPERATIVE DIAGNOSIS: Lumbar disc herniation.POSTOPERATIVE DIAGNOSIS: Lumbar disc herniation.PROCEDURE: Minimally invasive lumbar microdiscectomy.ANESTHESIA: General anesthesia with endotracheal intubation.INDICATIONS FOR PROCEDURE: This 42-year-old male patient presented with radiating low back pain and leg numbness, along with positive imaging findings of a lumbar disc herniation. After conservative treatment failed to provide relief, the decision was made to proceed with a minimally invasive microdiscectomy to alleviate the symptoms.PROCEDURE IN DETAIL: The patient was positioned prone on the operating table, and general anesthesia was administered. A small incision was made, and using fluoroscopic guidance, the herniated disc material was carefully removed. The surgical site was inspected for any bleeding or complications before closure. The patient was awakened from anesthesia without any immediate postoperative complications. Postoperative instructions were given regarding activity restrictions and pain management.
example_title: Example 3
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Created: 2023-05-01 13:23:42