Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge

Consumer wearables and sensors are a rich source of data about patients' daily disease and symptom burden, particularly in the case of movement disorders like Parkinson's disease (PD). However, interpreting these complex data into so-called digital biomarkers requires complicated analytical approaches, and validating these biomarkers requires sufficient data and unbiased evaluation methods. Here we describe the use of crowdsourcing to specifically evaluate and benchmark features derived from accelerometer and gyroscope data in two different datasets to predict the presence of PD and severity of three PD symptoms: tremor, dyskinesia, and bradykinesia. Forty teams from around the world submitted features, and achieved drastically improved predictive performance for PD status (best AUROC = 0.87), as well as tremor- (best AUPR = 0.75), dyskinesia- (best AUPR = 0.48) and bradykinesia-severity (best AUPR = 0.95)

Country assessments: Italy

UofT G8 Information Centre: Analytical Studie

Country performance assessment, Italy

2001 Genoa SummitUofT G8 Information Centre: Analytical Studie

Country objectives for the Genoa Summit meeting 2001, Italy

UofT G8 Information Centre: Analytical StudiesCountry Reports are designed to ascertain the importance of the G8 to the Summit members' foreign policy and concept of international order. These reports - which include all eight Summit members, and the EU - provide an analytical assessment of where the leaders stand on particular issues that are important to the Summit process. In addition, they provide political, economic and social overviews of each Summit country, as well as listing what key players will be represented at the Summit (Head of State or Government, Foreign and Finance Ministers, Sherpa, Sous-Sherpas, Political Director). In addition to detailing what the top priorities for each country will be as they approach the Birmingham Summit, these reports detail how influential each country will be at the Summit in terms of the personality of the leaders, their political and party strength as well as their economic and national capabilities. Biographies of political leaders are also included in these studies, as well as public opinion with regard to countries on political situations and foreign policy. Each analyst is also required to predict their country's likelihood of success vis-୶is their top priorities

Corrosion Resistance of Aluminum Alloy AA2024 with Hard Anodizing in Sulfuric Acid-Free Solution

In the aeronautical industry, Al-Cu alloys are used as a structural material in the manufacturing of commercial aircraft due to their high mechanical properties and low density. One of the main issues with these Al-Cu alloy systems is their low corrosion resistance in aggressive substances; as a result, Al-Cu alloys are electrochemically treated by anodizing processes to increase their corrosion resistance. Hard anodizing realized on AA2024 was performed in citric and sulfuric acid solutions for 60 min with constant stirring using current densities 3 and 4.5 A/dm2. After anodizing, a 60 min sealing procedure in water at 95 °C was performed. Scanning electron microscopy (SEM) and Vickers microhardness (HV) measurements were used to characterize the microstructure and mechanical properties of the hard anodizing material. Electrochemical corrosion was carried out using cyclic potentiodynamic polarization curves (CPP) and electrochemical impedance spectroscopy (EIS) in a 3.5 wt. % NaCl solution. The results indicate that the corrosion resistance of Al-Cu alloys in citric acid solutions with a current density 4.5 A/dm2 was the best, with corrosion current densities of 2 × 10−8 and 2 × 10−9 A/cm2. Citric acid-anodized samples had a higher corrosion resistance than un-anodized materials, making citric acid a viable alternative for fabricating hard-anodized Al-Cu alloys

Corrosion Behavior of Titanium Alloys (Ti CP2, Ti-6Al-2Sn-4Zr-2Mo, Ti-6Al-4V and Ti Beta-C) with Anodized and Exposed in NaCl and H₂SO₄ Solutions

Nowadays, different industries, such as the aerospace and biomedical industries, prefer using Ti alloys due to their excellent anti-corrosion properties and ability to generate a TiO2 oxide layer; this induces the use of anodization to increase the useful life of components. The aim of this work is to characterize the electrochemical effect of anodizing treatment on titanium alloys (Ti CP2, Ti-6Al-2Sn-4Zr-2Mo, Ti-6Al-4V, and Ti Beta-C) in NaOH and KOH at 1 M, applying a current density of 0.0025 A/cm2. The electrochemical techniques employed were electrochemical noise (EN) and electrochemical impedance spectroscopy (EIS), supported by ASTM G199 and ASTM G106 in electrolytes of NaCl and H2SO4 at 3.5 wt. % as a simulation of marine and industrial atmospheres. Also, the anodized transversal section and surface morphology were characterized by a scanning electron microscope (SEM). The results of both electrochemical techniques indicated that Ti-6Al-2Sn-4Zr-2Mo anodized in NaOH presented the best properties against corrosion, and the thickness of the oxide was the biggest

Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge

Consumer wearables and sensors are a rich source of data about patients' daily disease and symptom burden, particularly in the case of movement disorders like Parkinson's disease (PD). However, interpreting these complex data into so-called digital biomarkers requires complicated analytical approaches, and validating these biomarkers requires sufficient data and unbiased evaluation methods. Here we describe the use of crowdsourcing to specifically evaluate and benchmark features derived from accelerometer and gyroscope data in two different datasets to predict the presence of PD and severity of three PD symptoms: tremor, dyskinesia, and bradykinesia. Forty teams from around the world submitted features, and achieved drastically improved predictive performance for PD status (best AUROC = 0.87), as well as tremor- (best AUPR = 0.75), dyskinesia- (best AUPR = 0.48) and bradykinesia-severity (best AUPR = 0.95)

Implementation of a University Guidance Service (SOU) in the Faculty of Biological Sciences: Comprehensive Student Support and Monitoring Program

El acompañamiento y el seguimiento académico de los estudiantes son tareas de gran importancia, necesarias para garantizar el éxito de su carrera profesional durante su vida universitaria, y después de ésta. Estos procesos no comienzan necesariamente con el ingreso de los estudiantes en la Universidad, sino que se extienden a los estudiantes de último curso de educación secundaria y bachillerato. Existe por tanto la necesidad de incluir dentro de las acciones que realizamos en la facultad (información, formación, inclusión) a los estudiantes de bachillerato, dándoles a conocer nuestro entorno de cara a su incorporación en la facultad. Por otro lado, la experiencia del equipo que trabajará en este proyecto, nos ha llevado a ser conscientes de los innumerables problemas que tienen los estudiantes de nuestra facultad para obtener información, formación, acompañamiento, seguimiento o inclusión en cuestiones que pueden afectar de una forma directa en sus actividades académica cotidianas y en su formación integral que reciben en nuestra facultad. La falta de una unidad o servicio centralizado para satisfacer estas necesidades ha sido aún más patente desde la pandemia. En la Facultad de Ciencias Biológicas se realizan multitud de actividades relacionadas con estas iniciativas y que son desconocidas por gran parte de la comunidad universitaria. Las acciones que se vienen realizando desde la facultad de Ciencias Biológicas estas dispersas entre distintos servicios y vicedecanatos (Vicedecanato de Calidad, Innovación y Sostenibilidad, Vicedecanato de Estudiantes, Practicas Externas y Movilidad, Vicedecanato de Estudios, Coordinadora de Grado, Oficina Erasmus, Vicedecanato de Investigación, Secretaría Académica, Delegación de Estudiantes, Oficina de Diversidad, etc.). En este sentido, con este proyecto pretendemos potenciar, sincronizar, coordinar y dar visibilidad a todas estas, mostrando la inmensa utilidad que suponen para nuestros estudiantes, cómo influyen en la mejora de sus actividades académicas curriculares y extracurriculares y su proyección hacia el mundo laboral. Analizaremos cómo cada una de estas actividades influyen positivamente generando una retroalimentación entre los distintos grupos de participantes del proyecto: Estudiantes, Profesores y Personal de Administración y Servicios. Todo ello, será evaluado cualitativa y cuantitativamente mediante la elaboración de encuestas a cada uno de los sectores y los comentarios y evaluaciones que el programa Docentia nos pueda aportar. La finalidad, por tanto, de este proyecto es crear de forma integrativa un Servicio de Orientación Universitario (SOU) para los estudiantes de nuestra facultad, donde se engloben todas las actividades de acompañamiento y seguimiento que venimos realizando, junto con otras que puedan surgir. Todo ello permitirá mejorar la integración y el desenvolvimiento de nuestros estudiantes en el centro mediante su participación en distintas acciones que, a su vez, redundarán en un mejor aprovechamiento de los recursos del centro, una mejora curricular y, en último término, facilitarán su proyección laboral. Este proyecto, también tiene por objetivo solventar la necesidad existente de dar visibilidad a las actividades de acompañamiento y seguimiento de estudiantes que los distintos colectivos de la facultad realizan, con la finalidad de mejorar su aprovechamiento y su optimización a través un análisis de fortalezas y debilidades, lo que nos permitirá generar futuras nuevas acciones que se integrarán en el SOU de la Facultad de Ciencias Biológicas.UCMDecanatoDepto. de Genética, Fisiología y MicrobiologíaFac. de Ciencias BiológicasFALSEsubmitte

Global variation in postoperative mortality and complications after cancer surgery: a multicentre, prospective cohort study in 82 countries

© 2021 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 licenseBackground: 80% of individuals with cancer will require a surgical procedure, yet little comparative data exist on early outcomes in low-income and middle-income countries (LMICs). We compared postoperative outcomes in breast, colorectal, and gastric cancer surgery in hospitals worldwide, focusing on the effect of disease stage and complications on postoperative mortality. Methods: This was a multicentre, international prospective cohort study of consecutive adult patients undergoing surgery for primary breast, colorectal, or gastric cancer requiring a skin incision done under general or neuraxial anaesthesia. The primary outcome was death or major complication within 30 days of surgery. Multilevel logistic regression determined relationships within three-level nested models of patients within hospitals and countries. Hospital-level infrastructure effects were explored with three-way mediation analyses. This study was registered with ClinicalTrials.gov, NCT03471494. Findings: Between April 1, 2018, and Jan 31, 2019, we enrolled 15 958 patients from 428 hospitals in 82 countries (high income 9106 patients, 31 countries; upper-middle income 2721 patients, 23 countries; or lower-middle income 4131 patients, 28 countries). Patients in LMICs presented with more advanced disease compared with patients in high-income countries. 30-day mortality was higher for gastric cancer in low-income or lower-middle-income countries (adjusted odds ratio 3·72, 95% CI 1·70–8·16) and for colorectal cancer in low-income or lower-middle-income countries (4·59, 2·39–8·80) and upper-middle-income countries (2·06, 1·11–3·83). No difference in 30-day mortality was seen in breast cancer. The proportion of patients who died after a major complication was greatest in low-income or lower-middle-income countries (6·15, 3·26–11·59) and upper-middle-income countries (3·89, 2·08–7·29). Postoperative death after complications was partly explained by patient factors (60%) and partly by hospital or country (40%). The absence of consistently available postoperative care facilities was associated with seven to 10 more deaths per 100 major complications in LMICs. Cancer stage alone explained little of the early variation in mortality or postoperative complications. Interpretation: Higher levels of mortality after cancer surgery in LMICs was not fully explained by later presentation of disease. The capacity to rescue patients from surgical complications is a tangible opportunity for meaningful intervention. Early death after cancer surgery might be reduced by policies focusing on strengthening perioperative care systems to detect and intervene in common complications. Funding: National Institute for Health Research Global Health Research Unit