AnesSuite Collection
Collection
Collection for AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLM • 7 items • Updated
Datasets:
text stringlengths 195 665k |
|---|
Original Research ARTICLE\nElamipretide (SS-31) Ameliorates Isoflurane-Induced Long-Term Impairments of Mitochondrial Morphogenesis and Cognition in Developing Rats\n- 1Jiangsu Key Laboratory of Molecular Medicine, Medical School of Nanjing University, Nanjing, China\n- 2Medical School of Henan Polytechnic University, ... |
Septoplasty is a surgery to straighten a\n. The septum is the wall dividing the left and right nasal cavities. It is made of cartilage and bone and is lined with a thin mucus membrane.\nA normal septum is straight and in the center of the nose. A deviated septum is bent or off-center. Septal deviation may occur during ... |
Bone augmentation in upper jaw – in other words: Sinus lift.\nThe “sinus floor augmentation”, aka “sinus lift” is a procedure to level out the too little bone substance in the upper jaw. The problem of limited bone supply may occur because the maxillary sinuses get larger and continuously extend in the upper jaw bon... |
Your pet is an important part of your family, and when he or she is ill, you want the best medical care available.\nSpay & Neuter\nSurgery includes routine as well as unexpected procedures. Spaying and Neutering your pet can prevent unwanted litters and avoid multiple illnesses related to reproductive systems such as p... |
Analgesia for day-case shoulder surgery\nSingle-shot nerve blocks provide excellent postoperative analgesia for a limited period and are increasingly used in day-case units. They allow early patient discharge following painful operative procedures that would otherwise require overnight hospitalization. We investigated ... |
Learn About Your Surgery Experience\nBefore your procedure we work with you to gather paper work, review financial information, and ensure you’re completely prepared and comfortable.\nAfter getting checked in, you’ll be assisted by one of our friendly nurses to review your health history and get you all prepped. Then y... |
Case Reports in Anesthesiology\nVolume 2012 (2012), Article ID 592198, 3 pages\nImpossible Airway Requiring Venovenous Bypass for Tracheostomy\nDepartment of Anesthesiology, Montefiore Medical Center, Bronx, New York City, NY 10467, USA\nReceived 26 June 2012; Accepted 29 July 2012\nAcademic Editors: J. J. Derose, M. K... |
The Gräfenberg spot, more commonly known as the G-spot, is an internal erogenous zone located on the front vaginal wall. There is some controversy about its existence. When stimulated, the G-spot can lead to more intense sexual arousal and stronger orgasms, yet can be difficult for women and their partners to locate an... |
Intraocular lens (IOL) is a lens implanted in the eye used to treat cataracts or myopia. Insertion of an intraocular lens for the treatment of cataracts is the most common performed eye surgical procedure. This procedure can be done under local anesthesia with the patient awake.\nLaser vision correction, is a type of r... |
Join now to get access to this content and more.\nBecome a SOAP member and have access to our benefits.\n- For Review: SOAP Consensus Statement on Neuraxial Procedures in Thrombocytopenic Parturients\n- Sample Centers of Excellence Applications\n- ASA Corner\n- SOAP Policy and Procedure Manual (P&P Manual)\n- SOAP Expe... |
A set of actions is the official or accepted way of doing something\nHarmonic Scalped and its advantages, experienced doctors and team, success rate of last 20 years.\nAll cores were done under regional anesthesia; either spinal or epidural.\nTransurethral resection of the Postate is a urological operation.\nRemoving a... |
Halifax Health is committed to providing meaningful information and assistance to our patients related to the financial obligations for healthcare services. Our representatives are available to provide information on our charges and your individual cost based on your personal healthcare coverage and service needs.\nYou... |
Rotator Cuff Surgery\nRotator Cuff Surgery\nThe rotator cuff surgery you have been scheduled for is to correct the problems that you have been having in your shoulder. Your doctor has discussed with you the possible surgeries that may assist in helping correct your problems. Your surgeon has elected to perform the foll... |
TORONTO, April 11 (UPI) -- A Canadian anesthesiologist on trial for allegedly sexually assaulting patients sometimes caressed the faces of unconscious women, a nurse testified.\nLaura Cameron testified Wednesday against George Doodnaught, the Toronto Star reported. She said she once observed him fiddling with his pants... |
A lip lift is designed for patients that have a greater distance between the base of their nose and their upper lip, either due to genetics or the effects of aging. A noticeable sign is a lessening of “dental show” where the upper lip is so low that it conceals the teeth to some extent when the patient smiles.\nThe lip... |
I'll write down a bit of what I remember from today, since I hear I have one or two readers new to IVF.\nI got to CCRM at 8 a.m. and a very nice nurse named Jennifer set me up in a room to change into a gown and start an IV. I have had some bad experiences with IVs, so I was nervous, but she used all the tricks I have ... |
This is the story of my son Jake and his battle with Fibromuscular Dysplasia.\nI have a beautiful son named Jake. He is my “MIRACLE” child. I held him in my arms for the first time, and instantly felt overwhelming love. A love that only a mother feels when her child is born. I made a promise to always love, care, and p... |
Secondary epidermoid cyst of the penis is a very rare epidermoid cyst that occurs in the penis. The purpose of this study was to investigate the relationship between the occurrence of secondary epidermoid cyst of penis and circumcision-related factors, and to provide possible reasonable and effective suggestions for ci... |
Susan C. Harvey, MD et al. (1) from the Medical University of South Carolina, Charleston, South Carolina, reported recently a case of spinal epidural hematoma detected by lumbar epidural puncture. A 75 year old patient underwent femoral-distal bypass to the posterior tibial artery under epidural anesthesia. On the 10th... |
Influence of CPB Temperature on CABG Morbidity\nTo compare three accepted modes of myocardial preservation, warm, tepid, and cold blood cardioplegia, coinciding with normothermic (37 degrees centigrade), tepid (32 degrees centigrade) and hypothermic (8 to 10 degrees centigrade) cardiopulmonary bypass (CPB) to define di... |
300 Pasteur Dr, Stanford, 94305, USA\nStanford Hospital & Clinics operates as a hospital that provides patient care services in the United States.\nThe hospital offers clinical services in the areas of cardiac care, cancer treatment, neurology, neurosurgery, orthopedics, and surgery and organ transplants. It also offer... |
Job Description & Requirements\nAcademic Anesthesiology Physician in Minnesota\nA growing department at a reputable academic medical center is seeking qualified candidates with training and/or experience in solid organ transplant, non-cardiac vascular, or thoracic anesthesia. This role will include a mix of general ane... |
Are you Dr. Anderson Greenhaw?\nAnderson F Greenhaw M.D.\nDr. Anderson Greenhaw is an anesthesiologist practicing in Norman, OK. Dr. Greenhaw ensures the safety of patients who are about to undergo surgery. Anestesiologists specialize in general anesthesia, which will (put the patient to sleep), sedation, which will ca... |
Athletic Sculpt Services\nFDA approved technique using low-level sound wave and Radio Frequency rupture the dermis layer of fat in designated areas of the body. Liquified fat is the eliminated through the Lymphatic system; the bodies natural detox and transport system to eliminate toxins through urine, stool and sweat.... |
Pet anesthesia risks are quite low, but most pet owners still worry. Modern medication protocols and inhaled gas anesthetics provide smooth inductions, allow precise adjustments during surgery, and fast recoveries. The Palm Valley Veterinary Center team follows the highest anesthesia standards, and takes every necessar... |
“Our goal is to bring New York City-level care and the full range of subspecialty orthopedic care that we offer at Columbia up to Westchester,” said Jeffrey A. Geller, MD, Chief of Orthopedic Surgery at NewYork-Presbyterian Lawrence Hospital and the Chief and Director of Research, Division of Hip and Knee Reconstructio... |
End of preview. Expand in Data Studio
The AnesBench Datasets Collection comprises three distinct datasets: AnesBench, an anesthesiology reasoning benchmark; AnesQA, an SFT dataset; and AnesCorpus, a continual pre-training dataset. This repository pertains to AnesCorpus. For AnesBench and AnesQA, please refer to their respective links: https://huggingface.co/datasets/MiliLab/AnesBench and https://huggingface.co/datasets/MiliLab/AnesQA.
AnesCorpus
AnesCorpus is a large-scale, domain-specific corpus constructed for Continuous Pre-training (CPT) in the field of anesthesiology. It is built from two primary sources:
- Domain-specific filtering from large-scale corpora such as FineWeb, using keyword-based heuristics.
- PubMed research articles related to anesthesiology, processed through rigorous cleaning and formatting to ensure high relevance and quality.
| Language | Rows | Tokens |
|---|---|---|
| English | ~1.59M | ~3B |
| Chinese | ~593K | ~0.2B |
This curated dataset provides a rich foundation for pretraining language models to understand anesthesiology-related concepts, terminology, and clinical context.
Recommended Usage
This dataset and AnesQA are compatible with a wide range of instruction-tuned language models and popular training frameworks.
- Downloads last month
- 4