Month: December 2022

Posted on

Recovery Education And Applied Learning (REAL) Launches An Evidence-Based Online Education Platform For Parents Of Young Adults Struggling With Substance Use Disorders

Recovery Education And Applied Learning (REAL) Launches An Evidence-Based Online Education Platform For Parents Of Young Adults Struggling With Substance Use Disorders

Genuine (RECOVERYEDUCATION.COM) membership delivers a in depth, proof-centered course on how to most efficiently offer with material use, every day access to best specialists in the recovery field, a therapist-moderated community and completely vetted library to help educate and information mom and dad on the correct future measures for their kid’s effectively-remaining.

NEW CANAAN, Conn., Dec. 1, 2022 /PRNewswire/ — It can be challenging for dad and mom to obtain guidance and comprehensive info, all in one particular straightforward-to-use internet site, as they navigate their kid’s material use disorder. Introducing RECOVERYEDUCATION.COM (“Actual”), a new sort of learning platform combining online video discovering and interviews, workbooks, dwell daily workshops with major physicians, a therapist-moderated neighborhood and thoroughly vetted library. The True Training course discounts with topics which include avoidance, diagnosis, alignment, boundaries, remedy, insurance plan, outpatient and residential residing, sober dwelling, prison and estate troubles and parental self-treatment. The Authentic platform is a area where by dad and mom and relatives associates can safely go to get valuable perception from professionals, parents and youthful grownups who have to start with-hand expertise dealing with material use difficulties. This distinctive and progressive system can help mothers and fathers evaluate their child’s material use and if essential, how to make urgent, difficult and necessary conclusions required for their liked one’s recovery journey.

“We experienced a workforce of top market experts in collaboration with mother and father, adolescents and youthful older people create the True platform to help family members make feeling of the overpowering choices they experience when it comes to the issues encompassing their child’s compound use and likely addiction. We designed Authentic as a protected place to discover, get direction, take part in professional led team events and be part of therapist-moderated community conversations,” explained Todd Lampert, Main Govt Officer of Real. “We want to give people and their small children the greatest possibility at lengthy-time period recovery.”  

Families should not have to confront this journey on your own and now they you should not have to. REAL’s means are below to assist, with memberships starting at $49.95/thirty day period, or a one-time introductory provide of $99.95 for the first three months.

“As somebody who has been in lengthy-term restoration for additional than 15 yrs, I know the devastating affect addiction can have on people. That’s why it is really vitally vital for moms and dads to have a user-friendly resource readily available 24/7 to help them deal with their kid’s material use during what is an emotional journey for all included,” stated Laurie Dhue, Chief Model Officer, Actual and Veteran Information Anchor. “Dependancy is one particular of the biggest problems in our culture, and the sophisticated difficulties going through modern youthful older people can choose a significant toll on any family members dynamic. With the support of Genuine, moms and dads can educate them selves on how to best guidance their little one each step of the way on the street to recovery, when acquiring a great deal-wanted assistance from REAL’s compassionate local community.”

To master much more about Recovery Training and Used Understanding (True), be sure to check out www.recoveryeducation.com.

About Recovery Education and learning and Applied Mastering (Real)

Recovery Instruction and Applied Studying (Serious) is an on line educational and community platform for mom and dad of adolescents and younger grown ups battling with a material use disorder. For mom and dad who are searching for resources to improved have an understanding of and offer with their kid’s substance use, Serious is accessible 24/7. Developed by field professionals in collaboration with parents, adolescents and youthful grownups, REAL’s system guides and educates parents with empathy and support by means of the complexity of compound use issues. REAL’S study course material discounts with subject areas which include prevention, analysis, therapy, insurance plan, outpatient and household living, sober dwelling and parental self-treatment. With original system material, 15+ hrs of are living weekly workshops, a completely vetted library, up-to-day information, and a therapist-moderated supportive group, RECOVERYEDUCATION.COM members will be absolutely equipped with the details and instruments they require to assess their kid’s problem, and if essential, get the suitable action to maximize their child’s chances of very long-phrase restoration. Gurus contain MDs, licensed counselors, pediatricians, psychiatrists, therapists and habit specialists. To begin finding out right now, you should visit www.recoveryeducation.com for much more data.

Resource Recovery Training and Used Understanding (True)

Posted on

Raiders begin Horizon League action against RMU

Raiders begin Horizon League action against RMU

DAYTON – The Wright State men’s basketball team tips off its Horizon League slate this weekend with a pair of home contests, beginning Thursday night as the Raiders welcome Robert Morris to the Nutter Center for a 7 p.m. tipoff. The Raiders are 5-2 after the opening month of the season, while RMU comes to town 2-5 overall. 

Fans can follow the action several ways – via live stats, by watching on ESPN+ or by tuning in on WONE 980 AM. Chris Collins and Jim Brown will have all the play-by-play on the radio and ESPN feeds.

THURSDAY: WATCH ON ESPN+ | FOLLOW LIVE STATS | LISTEN ON WONE 980 AM | GAME NOTES | TICKETS

LAST TIME OUT

Wright State went 2-1 at the Vegas 4 tournament out in Las Vegas, sandwiching wins over Abilene Christian (77-61) and Weber State (87-65) with a five-point loss to UC Riverside (70-65) in the middle game of the trip. As a group, the Raiders shot 55 percent over the three days, with a week-best 65 percent clip in the finale against Weber State, while they passed out 60 total assists on a combined 91 made baskets. Trey Calvin averaged a team-leading 15.7 points/game in Vegas while collecting his first career double-double with a 14 point, 10 assist effort against Weber State, while Brandon Noel averages 15.0 points on the trip behind a pair of double-digit scoring nights, including a career-best 23 against Weber State. Amari Davis also finished the trip with a double-digit scoring average (12.7), while Alex Huibregtse (9.3 ppg) and Tim Finke (8.0 ppg) were just off double-digit averages on the trip.

A WIN WOULD. . .

A Thursday win would give the Raiders a victory in their Horizon League opener for the fourth straight season and would be the fifth time in seven seasons under head coach Scott Nagy that Wright State has opened League action with a win.

(ROBERT) MORRIS TO COME

-Robert Morris is 2-5 entering December as it begins its third season in the Horizon League. The Colonials have lost their last four contests and are winless against Division I opponents so far this season, with home victories over D3 Pittsburgh Greensburg and D2 West Virginia Wesleyan.

-Wright State and Robert Morris have met just six times in the Raiders’ 53 seasons of basketball, with Wright State taking all four meetings as Horizon League foes. The first meeting came Jan. 24, 1977 inside the old Physical Education Building on the Wright State campus – an 80-76 Raider victory. The following season, the Raiders made the return trip to Robert Morris and came back home with a 90-81 victory on Jan. 26, 1978. 

-Robert Morris is coming off an 8-24 overall record last year, with a 5-16 conference mark.

COLONIAL ROAD

-Robert Morris has two non-Division I wins, both at home, but the Colonials are a combined 0-5 away from metro Pittsburgh after the first month of action. 

-The Colonials are coming off an 0-3 trip to Savannah, Ga. for the Hostilo Hoops Community Classic, losing to Mercer, Evansville and South Alabama. 

-This is RMU’s second trip to Dayton in as many weeks, as the Colonials fell at UD 60-51 back on Nov. 19. RMU has been logging hours on I-70 in Ohio, with its lone other contest a 91-53 defeat in the season opener at Ohio State on Nov. 7.

-Robert Morris is in the middle of a seven-game road trip, continuing the trip at Northern Kentucky on Saturday before a midweek tilt at Central Michigan closes the stretch Dec. 7.

HOT SHOTS

Wright State is shooting a combined 53.9 percent from the floor as a group over the first month of action. The Raiders flirted with the program-best shooting percentage in the Nov. 17 win over Defiance, ending the night shooting 74.1 percent from the floor, just shy of the program record of 76.6 percent set December 16, 1978 against Otterbein. Wright State followed that effort up with a 60.0 percent mark against Abilene Christian (68.4 percent in the first half) and a 64.9 percent effort against Weber State (73.3 percent in the first half). The 53.9 percent field goal shooting percentage is currently third in the nation behind Arizona (60.3) and Indiana (55.9).

SOLO SHOOTERS

The hot team shooting percentage is thanks to hot individual shooting numbers throughout the lineup. Eight Raiders have shooting percentages of 50 percent or better, with three – Brandon Noel (68.6), A.J. Braun (65.2) and Andrew Welage (60.0) – at 60 percent or better. Alex Huibregtse (59.5), Keaton Norris (57.1), Amari Davis (52.2), Blake Sisley (52.0) and Trey Calvin (50.5) are also above 50 percent through the first month, while Tim Finke shot 39 percent over three games in Las Vegas after a slow shooting start.

NOEL NOEL

Brandon Noel was named the Horizon League Freshman of the Week on Nov. 28 after finishing in double figures in two of Wright State’s three contests as part of the Vegas 4 tournament. He capped the trip with a career-high 23 points in the win over Weber State. Noel opened the Vegas trip with eight points and six rebounds on 4-of-5 shooting before a 14-point effort against UC Riverside as he connected on his first two collegiate three-pointers and pulled down a career-best 11 rebounds. Against Weber State, Noel was 10-of-11 from the floor with two more three-pointers, adding seven rebounds as he finished the week shooting 72 percent overall with 24 total rebounds, including 20 on the defensive glass, while chipping in six steals, three blocks and three assists. Through seven games, Noel is averaging 11.9 points per game, recording double digits scoring in five of his first seven collegiate contests, while his 68.6 percent shooting mark is the best in the Horizon League to date. Averaging 25.7 minutes per contest, Noel has played 25 or more minutes in five games and has logged over 20 minutes in all but the season-opener, when he recorded 19 minutes against Davidson.

UP NEXT

Following Thursday’s matchup against Robert Morris, the Raiders remain at home to welcome Youngstown State to the Nutter Center for a Sunday afternoon 1 p.m. tipoff. Tickets for Sunday’s contest can be purchased in advance by clicking here.

 

Posted on

Clearwater elementary students, staff to donate items to Fort Myers elementary school damaged by Hurricane Ian

Clearwater elementary students, staff to donate items to Fort Myers elementary school damaged by Hurricane Ian

Area college students assisting Fort Myers school after Hurricane Ian

Regina Gonzalez stories.

CLEARWATER, Fla. – Lily Pettengil and her fifth-quality classmates in Leila Davis Elementary School’s neighborhood provider “Help you save Club” ran the exhibit Wednesday early morning, doing the job together to separate and put donated items in containers that will go down south.

“We have gathered a great deal of clothes. No perishable food stuff. Toiletries,” Lily shared. 

She could not feel what she saw when looking at shots of injury and particles at Colonial Elementary School in Fort Meyers following Hurricane Ian. Pupils, just like her, misplaced anything. 

“I felt quite unfortunate for the people. I didn’t know what to imagine of it at very first,” Lilly recalled. 

Students in Leila Davis Elementary School's community service "Save Club" want to help victims of Hurricane Ian.

Students in Leila Davis Elementary School’s group services “Save Club” want to assistance victims of Hurricane Ian. 

Neither did Principal William Durst and his lecturers. But they did know, that it could have been them, and required to assist in any way probable. 

Read through: Hurricane Ian recovery efforts continue 2 months later

“I designed a chilly connect with to Principal Washington down in Fort Meyers,” Principal Durst added. “I had no strategy how receptive he would be, but he was taken back again that an person school reached out to their group and wanted to enable support people finding back again up on their ft.” 

Students at Colonial Elementary School in Fort Meyers lost everything when Hurricane Ian made landfall.

Students at Colonial Elementary University in Fort Meyers dropped anything when Hurricane Ian produced landfall. 

Leila Davis Elementary Faculty sponsored a breakfast for academics at Colonial Elementary the day before college students returned to the lecture rooms. But, with the holidays coming up, they needed to do much more. 

Hometown: North Port’s restoration right after Hurricane Ian

A employees and spouse and children-led caravan will vacation from Clearwater to Fort Meyers this Saturday to hand-provide donations to the school. 

‘We’re done’: 2022 Atlantic hurricane time recap

FOX 13’s meteorologist Jim Weber provides his remaining tropical forecast update for the 2022 Atlantic hurricane time. He offers an overview of the storms that shaped and manufactured landfall – together with Hurricane Ian and Nicole. ‘You can have a quiet year and…it takes one hurricane for it to be a extremely season.’ The 2023 season commences June 1.

Principal Durst says he could not be prouder of his college students who’ve spearheaded these initiatives.

Study: Hope by boat: Neighbors rescued neighbors as Ian flooding moved in

“Be powerful.  We’re going to get this stuff to you,” Mateo Cascante preferred to say to his good friends down south. 

Students at Colonial Elementary School in Fort Meyers lost everything when Hurricane Ian made landfall.

Students at Colonial Elementary Faculty in Fort Meyers dropped anything when Hurricane Ian manufactured landfall. 

Donations so considerably have only been what learners introduced to university, but there is an possibility for the full local community to assistance. 

On Friday, Dec. 2, the college is keeping a push-up donation function from 3:30-7:30 p.m. 

It is looking for gently-worn garments, toiletries, faculty materials, cleansing materials, and non-perishable foods.

Posted on

Bergen Center for Online Learning Launches

Bergen Center for Online Learning Launches

Bergen Community College Center for Online Learning

Bigger Ed

On Nov 30, 2022

With demand from customers for on-line selections in bigger education climbing, and pupils searching for flexibility as they operate towards earning levels, Bergen Local community Faculty in Paramus announced it will open up its Centre for On the web Learning this spring. The thoroughly digital heart will launch with two diploma-granting applications, psychology and organization administration, and a full enhance of on line products and services, assets and assets. To guarantee the optimum high-quality on the net practical experience, Bergen will exchange its online system shipping system with the sector-top “Canvas” surroundings – a technology-improved pupil-centered discovering software.

“Offering on line courses has become commonplace in larger instruction, but we request to go outside of just ‘offering’ classes’,” Bergen President Eric M. Friedman, Ph.D., mentioned. “Anchored by the College’s highly regarded courses, faculty and university student services, the Heart for On the internet Understanding will create on Bergen’s track record for delivering a substantial-high quality studying practical experience. Students all through our area will now have on line entry to the similar renowned plans that almost 11,000 area people enroll in each individual year. In the grand spirit of the group school mission of access and excellence, the center represents an critical evolution in the way we provide our communities.”

Seen as an crucial move in the evolution of larger education and learning offerings out there to nearby citizens, the center has also garnered aid from county govt officers. In reflection of the administration’s stated aims of prioritizing help and enhancements for the Faculty, Bergen County Govt James J. Tedesco III and the Board of Commissioners have awarded the institution a $670,000 grant to assist in launching the center. The seed income accounts for fifty percent of the center’s preliminary startup costs, which includes assisting to finance the obtain of Canvas and growing the on-line student resources.

“By utilizing business-top technologies, this expense from the County permits the Bergen Group College to provide even higher entry and adaptability for students seeking a high-top quality and reasonably priced schooling,” County Government Tedesco reported. “My administration continues to be steadfast in its commitment to training, and this is nevertheless yet another example of the robust and continued partnership amongst the County of Bergen and the College.”

“Programs like the Heart for On line Understanding will be vital in adapting to the instructional desires of learners, primarily in the aftermath of the COVID-19 pandemic,” Commissioner Schooling Chair Joan Voss, Ed.D., stated. “It is important that we proceed to teach, understand, and guidance the educational top quality of our local community to continue to be aggressive in an ever-shifting landscape and world.”

According to a recent Cengage survey, 76 per cent of local community college students be expecting to just take at the very least some programs absolutely on the net this calendar year. The analyze, done in partnership with the Association of Neighborhood School Trustees, Phi Theta Kappa and other foremost neighborhood higher education businesses, speaks to a trend in greater education accelerated by the COVID-19 pandemic and the subsequent reliance on distance finding out. The quantity of undergraduates enrolled solely in on the net programs jumped from 2.5 million to 7 million from 2019 to 2020, with 11.8 million students enrolled in at minimum a single on the net study course total, according to the Nationwide Center for Education and learning Studies.

The pandemic not only hastened the use of online environments, but assisted students working experience the gains of digital discovering as properly – overall flexibility, accessibility and convenience amid them. With the shifting landscape obvious, acquiring robust on the internet education solutions grew to become a crucial takeaway in Bergen’s newly proven tutorial grasp plan and President Friedman’s yearly goals.

Even though Bergen has available on line courses for almost 20 years, the middle represents the initially time the School will offer whole courses on the net. System necessities remain the similar as Bergen’s in-man or woman choices – 60 credit score hrs – and College college will teach all courses. Friedman expects to insert new on-line applications in upcoming semesters.

Students enrolling in programs through the Center for On the internet Discovering will have obtain to on the net tutoring, advising and profession services, although also benefiting from a entirely digital registration, money help and bursar method. To make the most of the completely virtual applications, learners need to have obtain to a personal laptop or computer, high-speed Net, a webcam and microphone. Tuition stays the same as in-particular person Bergen lessons.

Unique to the middle, every single enrollee will get the job done with a focused college student accomplishment coach. The coach will give steerage on coursework and transitioning to a thoroughly on line method. The Higher education has also prioritized furnishing faculty with access to ability advancement workshops on very best tactics. The pandemic noticed the institution enrich those efforts by means of its Centre for Innovation in Teaching and Discovering.

The center’s first slate of classes starts January 17, 2023 and finishes in May possibly. For additional facts, or to sign-up, email [email protected], contact (201) 879-8652 or attend an facts session Wednesday, Dec. 7 at 7 p.m. via Webex at Bergen.edu/col.

To obtain much more organization news, visit NJB Information Now.

Connected Content articles:

Posted on

Characterizing fall risk factors in Belgian older adults through machine learning: a data-driven approach | BMC Public Health

Characterizing fall risk factors in Belgian older adults through machine learning: a data-driven approach | BMC Public Health

  • Ferrer A, Formiga F, Sanz H, de Vries OJ, Badia T, Pujol R, et al. Multifactorial assessment and targeted intervention to reduce falls among the oldest-old: a randomized controlled trial. Clin Interv Aging. 2014;9:383–93.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • WHO. Falls fact sheet. 2018.

  • Esain I, Rodriguez-Larrad A, Bidaurrazaga-Letona I, Gil SM. Health-related quality of life, handgrip strength and falls during detraining in elderly habitual exercisers. Health Qual Life Outcomes. 2017;15(1):226.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • Haagsma JA, Olij BF, Majdan M, van Beeck EF, Vos T, Castle CD, et al. Falls in older aged adults in 22 European countries: incidence, mortality and burden of disease from 1990 to 2017. Inj Prev. 2020;26(Supp 1):i67.

    Article 
    PubMed 

    Google Scholar     

  • Statbel. Kerncijfers – Statistisch overzicht van België. 2020.

  • James SL, Lucchesi LR, Bisignano C, Castle CD, Dingels ZV, Fox JT, et al. The global burden of falls: global, regional and national estimates of morbidity and mortality from the Global Burden of Disease Study 2017. Inj Prev. 2020;26(Suppl 2):i3.

    Article 
    PubMed 

    Google Scholar     

  • WHO. Global report on falls prevention in older age. Geneva: World Health Organization; 2008.

  • Lu Z, Lam F, Leung J, Kwok T. The U-Shaped relationship between levels of bouted activity and fall incidence in community-dwelling older adults: a prospective cohort study. J Gerontol A Biol Sci Med Sci. 2020;75(10):e145–51.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • Aranyavalai T, Jalayondeja C, Jalayondeja W, Pichaiyongwongdee S, Kaewkungwal J, Laskin J. Association between walking 5000 step/day and fall incidence over six months in urban community-dwelling older people. BMC Geriatr. 2020;20(1):194.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Gazibara T, Kurtagic I, Kisic-Tepavcevic D, Nurkovic S, Kovacevic N, Gazibara T, et al. Falls, risk factors and fear of falling among persons older than 65 years of age. Psychogeriatr. 2017;17(4):215–23.

    Article 

    Google Scholar     

  • Pérez-Ros P, Martínez-Arnau F, Orti-Lucas R, Tarazona-Santabalbina F. A predictive model of isolated and recurrent falls in functionally independent community-dwelling older adults. Braz J Phys Ther. 2019;23(1):19–26.

    Article 
    PubMed 

    Google Scholar     

  • Kim T, Choi SD, Xiong S. Epidemiology of fall and its socioeconomic risk factors in community-dwelling Korean elderly. PLoS ONE. 2020;15(6):e0234787.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Carrasco C, Tomas-Carus P, Bravo J, Pereira C, Mendes F. Understanding fall risk factors in community-dwelling older adults: A cross-sectional study. Int J Older People Nurs. 2020;15(1):e12294.

    Article 
    PubMed 

    Google Scholar     

  • Lahiri A, Jha S, Chakraborty A. Elders suffering recurrent injurious falls: causal analysis from a rural tribal community in the eastern part of India. Rural Remote Health. 2020;20(4):6042.

    PubMed 

    Google Scholar     

  • Criter R, Honaker J. Audiology patient fall statistics and risk factors compared to non-audiology patients. Int J Audiol. 2016;55(10):564–70.

    Article 
    PubMed 

    Google Scholar     

  • Woo N, Kim S. Sarcopenia influences fall-related injuries in community-dwelling older adults. Geriatric Nursing (New York, NY). 2014;35(4):279–82.

    Article 

    Google Scholar     

  • Zhou H, Peng K, Tiedemann A, Peng J, Sherrington C. Risk factors for falls among older community dwellers in Shenzhen. China Injury Prevent. 2019;25(1):31–5.

    Article 

    Google Scholar     

  • Kamińska M, Brodowski J, Karakiewicz B. Fall risk factors in community-dwelling elderly depending on their physical function, cognitive status and symptoms of depression. Int J Environ Res Public Health. 2015;12(4):3406–16.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • Janakiraman B, Temesgen MH, Jember G, Gelaw AY, Gebremeskel BF, Ravichandran H, et al. Falls among community-dwelling older adults in Ethiopia; A preliminary cross-sectional study. PLoS ONE. 2019;14(9):e0221875.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Wang L, Wang X, Song P, Han P, Fu L, Chen X, et al. Combined depression and malnutrition as an effective predictor of first fall onset in a chinese community-dwelling population: a 2-year prospective cohort study. Rejuvenation Res. 2020;23(6):498–507.

    Article 
    PubMed 
    CAS 

    Google Scholar     

  • Tanaka T, Matsumoto H, Son B, Imaeda S, Uchiyama E, Taniguchi S, et al. Environmental and physical factors predisposing middle-aged and older Japanese adults to falls and fall-related fractures in the home. Geriatr Gerontol Int. 2018;18(9):1372–7.

    Article 
    PubMed 

    Google Scholar     

  • Stewart Williams J, Kowal P, Hestekin H, O’Driscoll T, Peltzer K, Yawson A, et al. Prevalence, risk factors and disability associated with fall-related injury in older adults in low- and middle-incomecountries: results from the WHO Study on global AGEing and adult health (SAGE). BMC Med. 2015;13(1):147.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • WHO. 10 facts on ageing and health. 2017.

  • Cheng M, Chang S. Frailty as a risk factor for falls among community dwelling people: evidence from a meta-analysis. J Nursing Scholarship :Off Publ Sigma Theta Tau Int Honor Soc Nursing. 2017;49(5):529–36.

    Article 

    Google Scholar     

  • Sezgin D, O’Donovan M, Cornally N, Liew A, O’Caoimh R. Defining frailty for healthcare practice and research: A qualitative systematic review with thematic analysis. Int J Nurs Stud. 2019;92:16–26.

    Article 
    PubMed 

    Google Scholar     

  • Huang C-Y, Lee W-J, Lin H-P, Chen R-C, Lin C-H, Peng L-N, et al. Epidemiology of frailty and associated factors among older adults living in rural communities in Taiwan. Arch Gerontol Geriatr. 2020;87:103986.

    Article 
    PubMed 

    Google Scholar     

  • Bishop CM, Nasrabadi NM. Pattern recognition and machine learning. Springer; 2006.


    Google Scholar     

  • Dilsizian SE, Siegel EL. Artificial intelligence in medicine and cardiac imaging: harnessing big data and advanced computing to provide personalized medical diagnosis and treatment. Curr Cardiol Rep. 2013;16(1):441.

    Article 

    Google Scholar     

  • He J, Baxter SL, Xu J, Xu J, Zhou X, Zhang K. The practical implementation of artificial intelligence technologies in medicine. Nat Med. 2019;25(1):30–6.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Brunton SL, Kutz JN. Data-driven science and engineering: Machine learning, dynamical systems, and control. Cambridge University Press; 2022.

    Book 

    Google Scholar     

  • Greene BR, Redmond SJ, Caulfield B. Fall risk assessment through automatic combination of clinical fall risk factors and body-worn sensor data. IEEE J Biomed Health Inform. 2017;21(3):725–31.

    Article 
    PubMed 

    Google Scholar     

  • Cella A, De Luca A, Squeri V, Parodi S, Vallone F, Giorgeschi A, et al. Development and validation of a robotic multifactorial fall-risk predictive model: A one-year prospective study in community-dwelling older adults. PLoS ONE. 2020;15(6):e0234904.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Menezes M, de Mello Meziat-Filho NA, Araújo CS, Lemos T, Ferreira AS. Agreement and predictive power of six fall risk assessment methods in community-dwelling older adults. Arch Gerontol Geriatr. 2020;87:103975.

    Article 
    PubMed 

    Google Scholar     

  • Park S-H. Tools for assessing fall risk in the elderly: a systematic review and meta-analysis. Aging Clin Exp Res. 2018;30(1):1–16.

    Article 
    PubMed 

    Google Scholar     

  • Zhang L, Ding Z, Qiu L, Li A. Falls and risk factors of falls for urban and rural community-dwelling older adults in China. BMC Geriatr. 2019;19(1):379.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • Nicklett EJ, Taylor RJ. Racial/Ethnic predictors of falls among older adults: the health and retirement study. J Aging Health. 2014;26(6):1060–75.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • De Donder L, De Witte N, Verté D, Dury S. Developing evidence-based age-friendly policies. Particip Res Proj. 2014.

  • Ward JH. Hierarchical Grouping to Optimize an Objective Function. J Am Stat Assoc. 1963;58(301):236–44.

    Article 

    Google Scholar     

  • Breiman L. Random Forests. Mach Learn. 2001;45(1):5–32.

    Article 

    Google Scholar     

  • Geurts P, Ernst D, Wehenkel L. Extremely randomized trees. Mach Learn. 2006;63(1):3–42.

    Article 

    Google Scholar     

  • James G, Witten D, Hastie T, Tibshirani R. An introduction to statistical learning : with applications in R: New York. Springer; 2013.

    Book 

    Google Scholar     

  • Rokach L, Maimon O. data mining with decision trees. World Sci. 2013;328.

  • Van Rossum G, Drake FL, Jr. Python reference manual. Centrum voor Wiskunde en Informatica Amsterdam; 1995.

  • Virtanen P, Gommers R, Oliphant TE, Haberland M, Reddy T, Cournapeau D, et al. SciPy 1.0:fundamental algorithms for scientific computing in python. Nat Methods. 2020;17:261–72.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Harris CR, Millman KJ, van der Walt SJ, Gommers R, Virtanen P, Cournapeau D, et al. Array programming with NumPy. Nature. 2020;585:357–62.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Hunter JD. Matplotlib: a 2d graphics environment. Comput Sci Eng. 2007;9(3):90–5.

    Article 

    Google Scholar     

  • McKinney W. Data structures for statistical computing in python. in: van der walt s, millman j, editors. Proc 9th Python Sci Conf. 2010;56–61.

  • Pedregosa F, Varoquaux G, Gramfort A, Michel V, Thirion B, Grisel O, et al. Scikit-learn: machine learning in python. J Mach Learn Res. 2011;12(85):2825–30.


    Google Scholar     

  • De Witte N, Gobbens R, De Donder L, Dury S, Buffel T, Schols J, et al. The comprehensive frailty assessment instrument: development, validity and reliability. Geriatr Nurs. 2013;34(4):274–81.

    Article 
    PubMed 

    Google Scholar     

  • Gobbens RJ, Luijkx KG, Wijnen-Sponselee MT, Schols JM. Toward a conceptual definition of frail community dwelling older people. Nurs Outlook. 2010;58(2):76–86.

    Article 
    PubMed 

    Google Scholar     

  • Lambotte D. Care and support in later life: A study on the dynamics of care networks of frail, community-dwelling older adults. Brussels: ASP / VUBPRESS; 2018.


    Google Scholar     

  • Kojima G, Kendrick D, Skelton D, Morris R, Gawler S, Iliffe S. Frailty predicts short-term incidence of future falls among British community-dwelling older people: a prospective cohort study nested within a randomised controlled trial. BMC Geriatr. 2015;15:155.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar     

  • Xue Q-L. The frailty syndrome: definition and natural history. Clin Geriatr Med. 2011;27(1):1–15.

    Article 
    PubMed 
    PubMed Central 
    CAS 

    Google Scholar     

  • Jehu DA, Davis JC, Falck RS, Bennett KJ, Tai D, Souza MF, et al. Risk factors for recurrent falls in older adults: A systematic review with meta-analysis. Maturitas. 2021;144:23–8.

    Article 
    PubMed 
    CAS 

    Google Scholar     

  • Almada M, Brochado P, Portela D, Midão L, Costa E. Prevalence of falls and associated factors among community-dwelling older adults: a cross-sectional study. J Filty Ageing. 2021;10(1):10–6.

    CAS 

    Google Scholar     

  • Byun M, Kim J, Kim JE. Physical and psychological factors contributing to incidental falls in older adults who perceive themselves as unhealthy: a cross-sectional study. Int J Environ Res Public Health. 2021;18(7):3738.

    Article 
    PubMed 
    PubMed Central 

    Google Scholar