Can YouTube videos enhance radiology AI performance?

Pretraining deep-learning models with YouTube video clips can significantly...Read more on AuntMinnie.comRelated Reading: Ultrasound followed by CT effective for appendicitis AI model could speed up pneumonia diagnosis in ED Data biases for AI could worsen healthcare disparities AI may help cut back on overutilization of CT for PE Adult hospitals overuse CT for appendicitis in kids
Source: Headlines - Category: Radiology Source Type: news

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Rationale: Very severe aplastic anemia (vSAA) with active infections is always fatal. Adequate infection control before hematopoietic stem cell transplantation is recommended. Patient concerns: A 38-year-old woman with vSAA suffered from acute perforated appendicitis and invasive pulmonary fungal infection, and she failed to respond to intense antimicrobial therapies. Diagnosis: She was diagnosed with refractory vSAA with stubborn acute perforated appendicitis and invasive pulmonary fungal infection. Interventions: We successfully completed an emergent reduced intensity conditioning-matched unrelated donor (MUD)...
Source: Medicine - Category: Internal Medicine Tags: Research Article: Clinical Case Report Source Type: research
Dr. Laura Mulvey, 33, practices emergency medicine at Maimonides Medical Center in Brooklyn, New York. After spending six days receiving treatment in her own hospital, she is now recovering at home from what is presumed to be COVID-19, though her test was inconclusive. What follows is a lightly-edited transcript of her story as told to TIME. Early on, sometime in February, [COVID-19] was something that people were thinking about. And worried about. Certainly, the worries were not what they are now. But hospital-wise, we had a bit of an earlier jump on it, because we recognized that this was a potential threat. We’re ...
Source: TIME: Health - Category: Consumer Health News Authors: Tags: Uncategorized COVID-19 UnitedWeRise20Disaster Source Type: news
Abstract Point-of-care ultrasonography (POCUS) is performed by a physician at the bedside and is standard practice in obstetric, emergency, and musculoskeletal medicine. When compared with formal sonography, POCUS is equivalent in screening for abdominal aortic aneurysm and as accurate in diagnosing deep venous thrombosis. POCUS has high accuracy for diagnosing pneumonia and detecting acute decompensated heart failure but is less accurate than computed tomography for identifying pulmonary embolism. POCUS confirmation of intrauterine pregnancy rules out an ectopic pregnancy. In the third trimester of high-risk preg...
Source: American Family Physician - Category: Primary Care Authors: Tags: Am Fam Physician Source Type: research
We have a doc in our group that has “called out” for things like a gastroenteritis and pneumonia. As horrible as it is I have found it annoying at times because it puts everyone under a lot of stress to cover her. It seems to be an unspoken rule in my group that you don’t just “call out” because you’re sick. “In the hospital” type of sick is different (although one of my coworkers did work through appendicitis and then admitted himself after his shift, but I digress). I am talking about cold... “Can’t come in; I am sick”
Source: Student Doctor Network - Category: Universities & Medical Training Authors: Tags: Emergency Medicine Source Type: forums
The University of California, San Francisco (UCSF) is launching a new center...Read more on AuntMinnie.comRelated Reading: Radiofrequency ultrasound, AI predict thyroid cancer AI model could speed up pneumonia diagnosis in ED Societies team up to promote ethics in radiology AI AI algorithm can accurately diagnose appendicitis Nvidia, ACR collaborate on AI for radiology
Source: Headlines - Category: Radiology Source Type: news
AbstractIdentifying an infection may be difficult in the ED. Neutrophilic leukocytosis is often used in the diagnosis of infection despite its lack of specificity in situations of stress. Our objective was to study the value of each parameter of the WBC count, in particular eosinopenia, to diagnose bacterial infections in the ED. We conducted a retrospective and observational study over a period of 6  months. All patients with one of the following diagnoses were eligible: pneumonia (9.9%), pyelonephritis (26.2%), prostatitis (8.4%), appendicitis (26.2%), cholecystitis (8.4%), and diverticular sigmoiditis (5%). A total...
Source: European Journal of Clinical Microbiology and Infectious Diseases - Category: Microbiology Source Type: research
Children and adolescents with depression who are hospitalized for illnesses such as appendicitis, asthma, diabetes-related complications, or pneumonia stay longer, incur more costs, and have a higher risk of death, according to astudy in theJournal of Affective Disorders.Mayowa Olusunmade, M.D., M.P.H., of Rutgers New Jersey Medical School and colleagues analyzed 2012 data from the Kids ’ Inpatient Database, a national database of inpatient admissions in the United States for patients under 21 years. They compared the records of 17,071 children and adolescents with depression who were admitted for common conditions w...
Source: Psychiatr News - Category: Psychiatry Tags: adolescents children cost of care death depression hospital Kids ’ Inpatient Database length of stay Mayowa Olusunmade prevention Source Type: research
Publication date: May 2019Source: The Lancet Global Health, Volume 7, Issue 5Author(s): MyLinh Duong, Shofiqul Islam, Sumathy Rangarajan, Darryl Leong, Om Kurmi, Koon Teo, Kieran Killian, Gilles Dagenais, Scott Lear, Andreas Wielgosz, Sanjeev Nair, Viswanathan Mohan, Prem Mony, Rajeev Gupta, Rajesh Kumar, Omar Rahman, Khalid Yusoff, Johannes Lodewykus du Plessis, Ehimario U Igumbor, Jephat ChifambaSummaryBackgroundThe associations between the extent of forced expiratory volume in 1 s (FEV1) impairment and mortality, incident cardiovascular disease, and respiratory hospitalisations are unclear, and how these associations mi...
Source: The Lancet Global Health - Category: International Medicine & Public Health Source Type: research
ConclusionsE. superbum could be an excellent source of safe and effective medicinal and nutritional herbal remedies for human and animal consumption.Graphical abstract
Source: Journal of Ethnopharmacology - Category: Drugs & Pharmacology Source Type: research
ConclusionsDespite the inclusiveness and universality of the Italian healthcare system, children born to immigrant mothers experienced more need of avoidable hospital care than children born to Italian mothers. Access barriers to primary care are plausible causes for the observed disparities.
Source: Indian Journal of Pediatrics - Category: Pediatrics Source Type: research
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