Machine Learning Applications in the Evaluation and Management of Psoriasis: A Systematic Review - PubMed Journal of psoriasis
Machine learning has significant potential to aid psoriasis evaluation and management. Current topics popular in ML research on psoriasis are the evaluation of medical images, prediction of complications, and treatment discovery. For patients to derive the greatest benefit from ML advancements, it i...
Source: nih.gov
Can ultrasound novices develop image acquisition skills after reviewing online ultrasound modules? Elaine Situ-LaCasse.
Background Point-of-care ultrasound is becoming a ubiquitous diagnostic tool, and there has been increasing interest to teach novice practitioners. One of the challenges is the scarcity of qualified instructors, and with COVID-19, another challenge is the difficulty with social distancing between learners...
Source: biomedcentral.com
Using GPT-2 to generate Tweets
Last summer I blogged about using a Deep Neural Network to generate tweets but only used 3200 of my tweets. Since then I've used Twitter's archive mechanism to retrieve ALL my tweets (just over 30,000) to train a network. Not any old network - the GPT-2 model from OpenAI. This 'finetuning' of an existing...
Validation of Claims-Based Algorithms to Identify Patients with Psoriasis - PubMed Pharmacoepidemiology and drug safety.
Claims-based algorithms based on a combination of PsO diagnosis codes and dispensing for PsO-specific treatments had a moderate-to-high PPV. These algorithms can serve as a useful tool to identify patients with PsO in future real-world data pharmacoepidemiologic studies. This article is protected by...
Source: nih.gov
A.I. In Healthcare, 2021: 8 Exciting Insights From The E-Book - The Medical Futurist
We strongly believe that only digital health can bring healthcare into the 21st century and make patients the point-of-care.
Source: medicalfuturist.com
A Psychologist's Journey to Treating Phobias with VR - VR for Health
VRforHealth invites you to learn about the work of Howard Gurr, licensed psychologist in New York State, and his journey toward the use of Virtual Reality Therapy in helping patients overcome phobias and anxieties and assist in the enhancement of mindfulness. Since the pandemic, Howard practices VR therapy...
Source: vrforhealth.com
Private equity investment in nursing home increase mortality.
Does Private Equity Investment in Healthcare Benefit Patients? Evidence from Nursing Homes Atul Gupta. Sabrina T. Howell. Constantine Yannelis. Abhinav Gupta.
Source: nber.org
A Convolutional Neural Network architecture for the recognition of cutaneous manifestations of COVID-19
To our best knowledge, this is the first machine learning-based study for automated detection of COVID-19 based on skin images and may provide a useful decision support tool for physicians to optimize contact-free COVID-19 triage, differential diagnosis of skin lesions and patient care. Mathur J, Chouhan...
Source: nih.gov
Preventing critical failure
Can routinely collected data be repurposed to predict avoidable patient harm? A quantitative descriptive study Objectives To determine whether sharing of routinely collected health service performance data could have predicted a critical safety failure at an Australian maternity service. Design Observational...
Source: bmj.com
Study: Neanderthal genes are a liability for COVID patients: Scientists say genes that some people have inherited from their
Study: Neanderthal genes are a liability for COVID patients: Scientists say genes that some people have inherited from their Neanderthal ancestors may increase their likelihood of suffering severe forms of COVID-19.
Source: medicalxpress.com
Psoriasis severity: commonly used clinical thresholds may not adequately convey patient impact - PubMed: Patients with PASI
Psoriasis severity: commonly used clinical thresholds may not adequately convey patient impact - PubMed: Patients with PASI or BSA scores less than 10 can have major quality of life impairment. In general, the objective measures of BSA and PASI alone, when excluding DLQI, may not fully capture the impact...
Source: nih.gov
Current themes and challenges facing HPE accreditation in the 21st century
A supplement in BMC Medical Education on Health Professional Education accreditation from the community of practice The International Health Professions Accreditation Outcomes Consortium (IFPAOC) - which was founded in 2012. This supplement focuses on graduate and residency programmes but it also addresses...
Source: biomedcentral.com
The Unmet Need for Clinical Guidelines on the Management of Patients with Plaque Psoriasis in Africa and the Middle East
The Unmet Need for Clinical Guidelines on the Management of Patients with Plaque Psoriasis in Africa and the Middle East - PubMed: There is an urgent unmet need for comprehensive clinical guidelines on the management of patients with plaque psoriasis in Africa and the Middle East. Region-specific studies...
Source: nih.gov
Two questions may be enough - screening for depression in patients with psoriasis
Two questions may be enough - screening for depression in patients with psoriasis: a multicenter study - PubMed: In specialized psoriatic outpatient clinics, a BDI-II score ≥ 13 was present in almost every fourth patient despite a low median PASI. The Whooley questions might be easy to use as a screening...
Source: nih.gov
A Supercomputer Analyzed Covid-19 — and an Interesting New Theory Has Emerged "According to the team’s analysis,
A Supercomputer Analyzed Covid-19 — and an Interesting New Theory Has Emerged "According to the team’s analysis, when the virus tweaks the RAS, it causes the body’s mechanisms for regulating bradykinin to go haywire. Bradykinin receptors are resensitized, and the body also stops effectively...
Source: medium.com
Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists
Deep learning-based, computer-aided classifier developed with dermoscopic images shows comparable performance to 164 dermatologists in cutaneous disease diagnosis in the Chinese population - PubMed: The performance of CNN developed with relatively modest number of dermoscopic images of skin tumors and...
Source: nih.gov
The conundrum of interleukin-6 blockade in COVID-19
"In The Lancet Rheumatology, Noa Biran and colleagues
offer important real-life insight into the use of tocilizumab in the most critically ill population of mechanically ventilated patients admitted to the intensive care unit."
Source: thelancet.com
SARS-CoV-2-specific T cell immunity is seen in cases of COVID-19
SARS-CoV-2-specific T cell immunity in cases of COVID-19 and SARS, and uninfected controls: Memory T cells induced by previous pathogens can shape the susceptibility to, and clinical severity of, subsequent infections1. Little is known about the presence of pre-existing memory T cells in humans with...
Source: nature.com
We Need to Relocate ICU Patients Out of Covid-19 Hotspots: Increasing the number of beds in a hard-hit location may actually
We Need to Relocate ICU Patients Out of Covid-19 Hotspots: Increasing the number of beds in a hard-hit location may actually result in more deaths.
Source: hbr.org
Coronavirus COVID-19 SARS-CoV-2 information
A collection of information sources for COVID-19. The NHS 111 online COVID-19 service. The first point of call for someone in the UK who thinks they have symptoms or have been exposed whilst travelling. The NHS Coronavirus COVID-19 information webpage. UK Government's Coronavirus action plan. Public...
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