scholarly journals An artificial intelligence-based first-line defence against COVID-19: digitally screening citizens for risks via a chatbot

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Alistair Martin ◽  
Jama Nateqi ◽  
Stefanie Gruarin ◽  
Nicolas Munsch ◽  
Isselmou Abdarahmane ◽  
...  

Abstract To combat the pandemic of the coronavirus disease 2019 (COVID-19), numerous governments have established phone hotlines to prescreen potential cases. These hotlines have struggled with the volume of callers, leading to wait times of hours or, even, an inability to contact health authorities. Symptoma is a symptom-to-disease digital health assistant that can differentiate more than 20,000 diseases with an accuracy of more than 90%. We tested the accuracy of Symptoma to identify COVID-19 using a set of diverse clinical cases combined with case reports of COVID-19. We showed that Symptoma can accurately distinguish COVID-19 in 96.32% of clinical cases. When considering only COVID-19 symptoms and risk factors, Symptoma identified 100% of those infected when presented with only three signs. Lastly, we showed that Symptoma’s accuracy far exceeds that of simple “yes–no” questionnaires widely available online. In summary, Symptoma provides unparalleled accuracy in systematically identifying cases of COVID-19 while also considering over 20,000 other diseases. Furthermore, Symptoma allows free text input, furthered with disease-specific follow up questions, in 36 languages. Combined, these results and accessibility give Symptoma the potential to be a key tool in the global fight against COVID-19. The Symptoma predictor is freely available online at https://www.symptoma.com.

Author(s):  
Alistair Martin ◽  
Jama Nateqi ◽  
Stefanie Gruarin ◽  
Nicolas Munsch ◽  
Isselmou Abdarahmane ◽  
...  

ABSTRACTTo combat the pandemic of the coronavirus disease (COVID-19), numerous governments have established phone hotlines to prescreen potential cases. These hotlines have struggled with the volume of callers, leading to wait times of hours or, even, an inability to contact health authorities. Symptoma is a symptom-to-disease digital health assistant that can differentiate more than 20,000 diseases with an accuracy of more than 90%. We tested the accuracy of Symptoma to identify COVID-19 using a set of diverse clinical cases combined with case reports of COVID-19. We showed that Symptoma can accurately distinguish COVID-19 in 96.32% of clinical cases. When considering only COVID-19 symptoms and risk factors, Symptoma identified 100% of those infected when presented with only three signs. Lastly, we showed that Symptoma’s accuracy far exceeds that of simple “yes-no” questionnaires widely available online. In summary, Symptoma provides unparalleled accuracy in systematically identifying cases of COVID-19 while also considering over 20,000 other diseases. Furthermore, Symptoma allows free text input, furthered with disease-specific follow up questions, in 36 languages. Combined, these results and accessibility give Symptoma the potential to be a key tool in the global fight against COVID-19. The Symptoma predictor is freely available online at https://www.symptoma.com.


2020 ◽  
Vol 14 (Supplement_1) ◽  
pp. S437-S438
Author(s):  
Y Gonzalez Lama ◽  
M Calvo ◽  
V Matallana ◽  
I Gonzalez-Partida ◽  
I Omella ◽  
...  

Abstract Background Vedolizumab (VDZ) has shown efficacy in the treatment of inflammatory bowel disease (IBD). Available data show better outcomes in naïve patients than in AntiTNFa experienced patients, and current ECCO guidelines support first-line use of VDZ since 2017. Nevertheless, reimbursement of VDZ was initially approved in Spain only in patients failing to at least one AntiTNFa agent (except contraindication) until January 2018 when, following a significative decrease in costs of VDZ, reimbursement was approved also in naïve patients. Our aim was to elucidate if our clinical use of vedolizumab have evolved after costs decrease, and if was associated with better clinical outcomes. Methods Retrospective review of all VDZ treated patients with at least 6 months of follow-up in a referral IBD Unit of a tertiary centre in Madrid (Spain) since December 2014. Demographics, clinical data and information regarding VDZ treatment were collected. Results 118 IBD patients included (61(52%) Crohn’s disease, 57(48%) ulcerative colitis): 62(53%) female; median age 48(IQR 32–63) years. 64 patients started VDZ before 2018, 54 since January 2018. Among patients who started VDZ treatment before and after January 2018: 9(14%) and 22(41%) respectively were naïve to antiTNFa (p = 0.001); 38(60%) and 10(18.5%) respectively had previously received at least 2 anti-TNFa agents (p = 0.0001). Among patients who started VDZ treatment before and after January 2018, 25(39%) and 6 (11%), respectively, had VDZ intensified along the follow-up (p = 0.001); 36(56%) and 12(22%) respectively withdrawn VDZ (p = 0.0001); 40(73%) and 15(27%) respectively withdrawn or intensified VDZ along the follow-up (p = 0.0001). Conclusion Lower costs have facilitated earlier use of VDZ in our clinical practice, towards increase use in patients who have failed to one single AntiTNFa agent or even naïve to AntiTNFa. This evolved a pattern of VDZ use is associated with better clinical outcomes in terms of VDZ intensification and/or withdrawn. Price policies facilitating appropriate access to drugs, such as VDZ, should be more easily and quickly acceptable by national health authorities. Patient-centred care demand best use of all available drugs, including VDZ.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e22541-e22541
Author(s):  
Sameer Rastogi ◽  
Aditi Aggarwal ◽  
Ekta Dhamija ◽  
Adarsh Barwad ◽  
Rambha Panday ◽  
...  

e22541 Background: There is lack of data about desmoid tumors from India except case reports. It is not known how these patients are dealt with outside tertiary care centres who lack expertise. Methods: We retrospectively analysed all patients of DT from a prospectively maintained database who were referred to AIIMS Sarcoma Medical Oncology Clinic from January 2016 till 2019. Results: There were total of 56 patients with male: female ratio of 3:4. Median age was 26 (3-57) years. Extremity was most common site (57%) and median tumour size was 12 (range 3-20) cm. One patient (1.8%) had FAP and 1 (1.8%) had multifocal disease. A total of 27 patients received first treatment outside our institute and was primary surgery in all (100%). However, of the remaining 29 patients who primarily presented to us, surgery was done only in 3 (10%) because of patients choice and pelvic location. Five patients were kept under observation and all are doing well. Tamoxifen with celecoxib was most common first line therapy in 80% (40/50) with other options being sorafenib (6/50) and chemotherapy (4/50). Chemotherapy was used in abdomen (3/4) and head neck (1/4) primary patients. Menstrual irregularities including amenorrhoea was most common toxicity in 33% (13/40) with tamoxifen combination and a cause of concern in this cohort of young females leading to discontinuation of therapy inspite of SD in 54% (7/13) patients. Second line therapy was started in 20 patients with sorafenib being most common (13/20), others being chemotherapy (4/20), tamoxifen combination (2/20) and imatinib (1/20). Of all 19 patients on sorafenib, 10 (53%) experienced Hand Foot Syndrome. None discontinued sorafenib due to HFS. After median follow up of 15 months, median progression free survival (PFS) with first line was 29 months (11-46) and with second line it was not reached. There have been three deaths till date (5.3%), all were non-extremity primaries. Conclusions: In Indian setup, majority of patients presenting outside tertiary care centre undergo surgery as the first line therapy without any inclusion of medical therapy. This might be attributed to lack of awareness about medical therapy and natural trajectory of disease. Tamoxifen though was a commonly used option, led to toxicity which is of concern in young Indian patients leading to discontinuation. Sorafenib is well tolerable except HFS but longer follow up is needed for efficacy analysis.


Author(s):  
Anna Tzortzi ◽  
Melpo Kapetanstrataki ◽  
Vaso Evangelopoulou ◽  
Panagiotis Behrakis

Following the recent electronic cigarette (e-cigarette) illness outbreak, the current review aimed to collect all related clinical cases for study and analysis and provide a critical synopsis of the proposed injury mechanism. Adhering to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analysis) guidelines, e-cigarette-related clinical cases were identified via Google Scholar and PubMed databases. Additionally, references of published case reports and previous review papers were manually searched, revealing 159 publications presenting e-cigarette-related case reports and 19 reports by the Centers for Disease Control and Prevention. 238 individual cases were identified; 53% traumatic injuries due to e-cigarette explosion or self-combustion, 24% respiratory cases, and 12% poisonings. Additional cases pertained to oral, cardiovascular, immunologic, hematologic, allergic reactions, infant complications, and altered medication levels. Case reports were mainly published between 2016–2019 (78%). The oldest case, a lipoid pneumonia, was published in 2012. The current review showed that e-cigarette-related health effects extend beyond the acute lung injury syndrome, including traumatic, thermal injuries and acute intoxications. Physicians should be aware of the distinct clinical presentations and be trained to respond and treat effectively. Regulators and public health authorities should address the regulatory gap regarding electronic nicotine delivery systems (ENDS) and novel tobacco products.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 4861-4861 ◽  
Author(s):  
David C Fajgenbaum ◽  
Amy Liu ◽  
Jason Ruth ◽  
Chris Nabel ◽  
Brian Finkelman ◽  
...  

Abstract Background: Multicentric Castleman disease (MCD) describes a heterogeneous group of poorly-understood diseases involving proinflammatory hypercytokinemia that ultimately results in systemic inflammatory symptoms, generalized lymphadenopathy, multiple organ system dysfunction, and even death. HHV-8 is responsible for driving MCD in immunosuppressed patients (HHV-8-associated MCD). There is also a cohort of HHV-8-negative MCD cases, referred to as idiopathic MCD (iMCD), in which the etiology remains unknown. No formal diagnostic criteria exist for iMCD, and knowledge is limited to small case series and case reports. Objectives: We conducted a systematic literature review to describe demographic, clinical, and laboratory features of iMCD as well as the treatments currently used in practice. Methods: PubMed was queried using a comprehensive list of terms to identify all published cases of HHV-8-negative MCD. Criteria for study inclusion were as follows: (1) Pathology-confirmed Castleman disease in multiple lymph nodes; (2) Exclusion of another cause of Castleman-like histopathology, such as SLE or POEMS syndrome; (3) Negative testing for HHV-8 via PCR of blood, PCR of lymph node tissue, serum serologies, and/or IHC for LANA-1; (4) Written in English and published from January 1995 to July 2013; and (5) Availability of specified minimum data elements. HIV-positive cases were excluded. Inclusion criteria were confirmed by three independent investigators, who also extracted data into a standardized database. Case report authors were contacted to gather additional data in a standardized case report form. Results: 3,428 articles were identified on PubMed. Initial evaluation for exclusion criteria yielded 1,951 MCD cases; 629 patients were HIV-positive (32%). Of the 999 HIV-negative and 323 HIV-unknown MCD cases, 626 were HHV-8 negative (32% of total MCD), 517 were HHV-8-unknown (26%), and 179 were HHV-8-positive (9%).129 cases of HHV-8-negative MCD met all inclusion criteria and were included in the final analysis. 58% were male and median age was 50 years (range: 2-80). Frequently reported clinical features included: fever (51/64), enlarged liver and/or spleen (45/60), pleural effusion (29/38), edema (26/36), and weight loss (21/29). There were 43 plasmacytic, 26 mixed, and 23 hyaline vascular cases out of 108 cases that reported histopathological subtype. The most commonly reported laboratory abnormalities included elevated CRP (70/79), anemia (76/90), hypergammaglobulinemia (63/82), hypoalbuminemia (57/63), elevated IL-6 (57/63), and positive ANA (14/38). Of cases with abnormal platelet levels, 28 had thrombocytopenia and 14 had thrombocytosis. There were 19 reported cases with elevated soluble IL-2R levels and 15 with elevated VEGF. 27 patients were diagnosed with a malignancy before (5), concurrently with (12), or after (10) diagnosis. Most commonly employed first line therapies included corticosteroid monotherapy (36%), combinations of cytotoxic chemotherapies (36%) that included regimens with cytoxan (17%) and rituxan (12%), and anti-IL-6 therapies, such as siltuximab and tocilizumab, without a cytotoxic agent (10%). Thalidomide, bortezomib, anakinra, and IVIG were used less frequently. Patients experienced no response (21%), partial response (42%), and complete response (37%) to first-line therapies. Failure (relapse, death, additional treatment) of first line therapy occurred in 41% of patients, and median time to treatment failure was 6 months. Overall, 22% of patients died by the time of most recent follow up (median: 28 months) with median length of survival among fatal cases being 26 months (range: 1-120). The most common causes of death were septic shock, multi-organ failure, including renal and cardiac, pulmonary complications, and malignancy. Conclusion: This study identified a significant proportion of MCD patients who are HIV-negative and HHV-8-negative (iMCD). 45% of patients did not demonstrate the plasmacytic variant alone, which has been classically associated with MCD. It is striking that 22% of patients died by the time of most recent follow up, which had a median length of 26 months. Despite the many limitations of analyzing case reports, this study provides the most comprehensive data on HHV-8-negative MCD to date. A global natural history study and Castleman disease registry are urgently needed to gather more extensive data on MCD. Disclosures Fajgenbaum: Janssen Pharmaceuticals: Membership on an entity's Board of Directors or advisory committees. Off Label Use: Cyclophosphamide, rituximab, tocilizumab, thalidomide, bortezomib, anakinra, and intravenous immunoglobulin will be presented as drugs used in HHV-8-negative MCD. It is very important to inventory the treatments that a physician has available when conventional therapies do not work, which is frequent in MCD. At the time that this data set was assembled, there were no FDA approved therapies for this orphan disease. van Rhee:Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees.


2010 ◽  
Vol 9 (1) ◽  
pp. 2-2
Author(s):  
Chris Roseveare ◽  

The nature of Acute Medicine requires physicians to make ‘high stakes’ decisions on a regular basis. The constant pressure to create space within a busy Acute Medical Unit needs to be weighed up against the dangers of missing serious pathology due to a premature discharge. A visit to the Coroner’s court or the fear of litigation may make us more cautious, but even the most cautious physician will ‘get it wrong’ on occasions. Case reports submitted to this journal frequently highlight these dangers; rare or serious pathology masquerading as a common or benign illness, followed by an unexpected deterioration, is a regular theme. Early Warning Scores have helped to improve safety for those patients who remain in hospital – Katherine Rowe’s article on p8 discusses the value of Critical Care Outreach in supporting this process. However neither of these innovations is of use for those patients discharged home. The ability to provide early AMU-based follow-up clinics is an important element in reducing risk for this group. The case report on p24 from the team at Hutt Valley Hospital in New Zealand illustrates the value of early reassessment following discharge. In this case the diagnosis of lead poisoning was not considered as a cause for the patient’s myalgia at the time of admission – an understandable ‘miss’, given the apparent chest x-ray abnormality. However, early outpatient CT with follow-up enabled revisitation of the history and the correct diagnosis was made – with a favourable outcome. As finances become stretched over the coming months there will be pressure to reduce hospital follow-up visits. However any drive from Primary Care Trusts to reduce AMU follow-up clinics as a cost-saving measure needs to be resisted if we are to optimise the safety and efficiency of our service. On a different note, I am grateful to those of you who completed the on-line journal survey which was circulated to Society for Acute Medicine members earlier this year. I will aim to include a summary of the results in the next edition. The free-text sections have generated a number of interesting ideas, which we will try to incorporate into future editions on the journal. Many respondents indicated that they would like to see inclusion of more original research; however we remain dependent on submissions we receive, which explains the predominance of case reports in this, and previous, editions. The content of the journal can only be as good as the material we receive, so please keep the submissions coming, particularly AMU-based research projects and completed audits. I am also keen to expand the pool of expert referees for future articles. If any readers would like to contribute to this process, I would be grateful if you could contact me directly at the email address shown on this page, indicating your particular area of interest or expertise.


2018 ◽  
Vol 3 (2) ◽  

There have been a few case reports of head injury leading to brain tumour development in the same region as the brain injury. Here we report a case where the patient suffered a severe head injury with contusion. He recovered clinically with conservative management. Follow up Computed Tomography scan of the brain a month later showed complete resolution of the lesion. He subsequently developed malignant brain tumour in the same region as the original contusion within a very short period of 15 months. Head injury patients need close follow up especially when severe. The link between severity of head injury and malignant brain tumour development needs further evaluation. Role of anti-inflammatory agents for prevention of post traumatic brain tumours needs further exploration.


2019 ◽  
Vol 24 (5) ◽  
pp. 558-571 ◽  
Author(s):  
Kartik Bhatia ◽  
Hans Kortman ◽  
Christopher Blair ◽  
Geoffrey Parker ◽  
David Brunacci ◽  
...  

OBJECTIVEThe role of mechanical thrombectomy in pediatric acute ischemic stroke is uncertain, despite extensive evidence of benefit in adults. The existing literature consists of several recent small single-arm cohort studies, as well as multiple prior small case series and case reports. Published reports of pediatric cases have increased markedly since 2015, after the publication of the positive trials in adults. The recent AHA/ASA Scientific Statement on this issue was informed predominantly by pre-2015 case reports and identified several knowledge gaps, including how young a child may undergo thrombectomy. A repeat systematic review and meta-analysis is warranted to help guide therapeutic decisions and address gaps in knowledge.METHODSUsing PRISMA-IPD guidelines, the authors performed a systematic review of the literature from 1999 to April 2019 and individual patient data meta-analysis, with 2 independent reviewers. An additional series of 3 cases in adolescent males from one of the authors’ centers was also included. The primary outcomes were the rate of good long-term (mRS score 0–2 at final follow-up) and short-term (reduction in NIHSS score by ≥ 8 points or NIHSS score 0–1 at up to 24 hours post-thrombectomy) neurological outcomes following mechanical thrombectomy for acute ischemic stroke in patients < 18 years of age. The secondary outcome was the rate of successful angiographic recanalization (mTICI score 2b/3).RESULTSThe authors’ review yielded 113 cases of mechanical thrombectomy in 110 pediatric patients. Although complete follow-up data are not available for all patients, 87 of 96 (90.6%) had good long-term neurological outcomes (mRS score 0–2), 55 of 79 (69.6%) had good short-term neurological outcomes, and 86 of 98 (87.8%) had successful angiographic recanalization (mTICI score 2b/3). Death occurred in 2 patients and symptomatic intracranial hemorrhage in 1 patient. Sixteen published thrombectomy cases were identified in children < 5 years of age.CONCLUSIONSMechanical thrombectomy may be considered for acute ischemic stroke due to large vessel occlusion (ICA terminus, M1, basilar artery) in patients aged 1–18 years (Level C evidence; Class IIb recommendation). The existing evidence base is likely affected by selection and publication bias. A prospective multinational registry is recommended as the next investigative step.


2018 ◽  
Vol 64 (6) ◽  
pp. 708-715
Author(s):  
Natalya Severskaya ◽  
Andrey Rodichev ◽  
Aleksey Ilin ◽  
Dmitriy Semin ◽  
Pavel Isaev ◽  
...  

Struma ovarii is a rare variant of the mature ovarian teratoma composed of more than 50% thyroid tissue. Thyroid type carcinoma can occur in 5% of struma ovarii. Given the rarity of this pathology, as well as the different clinical course, approaches to the treatment of this disease are controversial. The proposed approaches to treatment vary from ovarian resection to total hysterectomy with bilateral salpingo-oophorectomy and adjuvant therapy. We present here 6 case reports of thyroid type carcinoma in struma ovarii and outcome of patients treated in our clinic. All patients had pelvic surgery of different extent, followed by thyroidectomy and radioiodine therapy. The incidence of metastasis is 67% (4/6), 2 - intraperitoneal metas-tases, 2 - bone metastases. Among patients with metastases, 2 have reached a complete response, one with a good response continues treatment, one had progression. The follow-up period is 1 to 15 years (median 4 years). One patient with follicular carcinoma died of progression 8 years after diagnosis. The remaining patients are alive.


2020 ◽  
Vol 26 (Supplement_1) ◽  
pp. S72-S72
Author(s):  
Ahmed Elmoursi ◽  
Courtney Perry ◽  
Terrence Barrett

Abstract Background Stricturing Crohn’s disease (CD) constitutes a severe phenotype often associated with a high degree of morbidity (3). Surgical resection is first-line therapy for symptomatic strictures, but most patients relapse without subsequent medical therapy (4–5). Biologics are the mainstay for inducing and maintaining remission, but some cases are refractory despite maximum dosage of therapy. Reports of dual biological therapy (DBT) in refractory, stricturing CD are sparse, and prior case reports document only clinical remission (1). To contribute further knowledge regarding the use of DBT in stricturing CD, we present the case of a refractory CD patient who achieved deep remission with ustekinumab and vedolizumab. Case Presentation A 35 year old non-smoking, Caucasian male was referred to our clinic in 2014 for refractory CD complicated by multiple strictures. Prior to establishing care with us, he received two jejunal resections and a sigmoid resection. Previously failed therapies included azathioprine with infliximab, adalimumab, and certolizumab. He continued to progress under our care despite combination methotrexate/certolizumab, as well as methotrexate/golimumab. He underwent proctocolectomy with end ileostomy in 2015 and initiated vedolizumab q8weeks post-operatively. He reoccurred in 2018, when he presented with an ulcerated ileal stricture. He was switched from vedolizumab to ustekinumab q8weeks and placed on prednisone, but continued to progress, developing significant hematochezia requiring hospitalization and blood transfusions. Ileoscopy performed during hospital admission confirmed severe, ulcerating disease in the ileum with stricture. Ustekinumab dosing was increased to q4weeks, azathioprine was initiated, and he underwent stricturoplasty. Follow-up ileoscopy three months later revealed two ulcers in the neo- TI (Figure 1). Vedolizumab q8weeks was initiated in addition to ustekinumab q4weeks and azathioprine 125mg. After four months on this regimen the patient felt better, but follow-up ileoscopy showed two persistent ulcers in the neo-TI. Vedolizumab dosing interval was increased to q4weeks. After four months, subsequent ileoscopy demonstrated normal neo-TI (Figure 2). Histologic evaluation of biopsies confirmed deep remission of crohn’s disease. No adverse side effects have occurred with maximum doses of both ustekinumab and vedolizumab combination therapy. Discussion This case supports both the safety and efficacy of ustekinumab and vedolizumab dual biologic therapy for treatment of severe, refractory Crohn’s disease. While there are reports of DBT inducing clinical remission, this case supports efficacy for vedolizumab and ustekinumab combination therapy to induce deep histologic remission. Large practical clinical trials are needed to better investigate the safety and efficacy of DBT with vedolizumab and ustekinumab, but our case suggests this combination may be a safe and efficacious therapy for refractory CD patients.


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