A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care

You might say Steve Dean is a professional dater. A decade ago, one romantic partner scanned his phone, which had at least 50 dating apps on it, and mused that he could be a consultant for the dating industry. It turns out, he could. Not long after, Dean founded his company, Dateworking , which advises dating companies such as OKCupid but also offers services to individual daters. Through one-on-one sessions and monthly retainers, he helps clients reach their romantic goals, dispensing what is often brutally honest advice. Some advised their clients on wording and choices; others went as far as having text conversations with potential daters, pretending to actually be their clients, only handing off the baton when it came to an in-person meeting. This is how an industry evolves. Online dating has exploded in the past decade, with thousands of platforms available, tailored to different subgroups or goals.

‘Love is Quarantine:’ Bushwick residents run blind matchmaking experiment amid self-isolation

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And of course I have. I really cannot stress this enough: Agrabah is not a real place! The genre, after all, encapsulates so much of the human condition, from its elegant docuseries to the shows where women throw wine at each other while their husbands mutter anti-gay slurs in the background. High art! A well-lit, well-produced, empathetic docuseries, it follows matchmaker Sima Taparia as she tries to set up Indians both in India and the US for arranged marriages.

But both series have felt unsatisfying to me. Mindy Kaling comes out with something new every few years, which many Indian Americans find exciting, and the work of brown women is sorely needed in a white media landscape. Some Indian people like myself benefit from being Brahmin Hindus with fair skin and straight hair and last names that tell you exactly what caste we were born into.

We become a wedge minority. Even though nothing is really for us, we get some of it anyway. Our proximity to whiteness, especially in contrast to Black and darker-skinned brown people, means that television shows made for and by white people can sometimes inadvertently speak to us.

Why Does “Indian Matchmaking” Make My Culture Seem So Burdensome?

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These men and women — or boys and girls, as they are referred to in Indian society, perhaps to reinforce their youth and innocence — of Indian origin are in their 20s and 30s, living in India and the US. Credit: Netflix. Indian Matchmaking just takes this concept further. Of course, each of these comes with their own good, bad and ugly. I think the entire experience felt like going on a journey with no idea as to what could turn up next.

There have always been matchmakers and, more recently, marriage agencies that connected families. And every Indian family has a Sima Mami who offers women unsolicited, and often blunt, advice to wear more make-up, or hit the gym to lose weight, if they ever hope to get married. Despite this sociocultural context, Indian Matchmaking has generated a lot of outrage, with critics and viewers alike accusing the show of playing up — or, at the very least, not critiquing — everything regressive in Indian society.

Words like hate-watch and cringe-fest have regularly featured on social media. For many women, the show was triggering , because of the way it has shone the spotlight on how intelligent, ambitious, successful women are reduced to a set of stereotypical adjectives. The show has sparked outrage on social media from some, with some calling it a hate-watch Credit: Netflix. However, not everyone agrees that all the criticism about this show is valid, saying it merely holds a mirror to Indian society, warts and all.

Hospitals turn to online matchmakers to swap supplies

Dating in general is hard work. Do you swipe right or left? Does the woman offer to pay for her half?

A new tool will help doctors supercharge their searches for the ones that will work best for their patients. Imagine a future where the latest.

As a clinical psychologist in New York City, I work with a lot of very goal-oriented clients who are interested in finding the perfect relationship. Especially following the release of my book, Dr. My focus here is going to be on tips that are specifically geared towards women. The reason for defining this is because matchmakers tend to work with men and women in different ways; so the way that women engage matchmakers is different from men.

I was frequently dating so often that it was hard to keep up, thanks to the matchmakers constantly ringing my phone off the hook. Here are the tips I have seen used most successfully in my personal and professional experience! We all know that sometimes finding love can feel like an overwhelming and intimidating journey. My hope is that, newly equipped with these ten tips, you feel better prepared to take your first step with confidence!

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Facing shortages of protective equipment, two New England hospital systems tried the latest twist in internet matchmaking: online swap meets. As the coronavirus pandemic stretches on, online platforms have popped up to match hospitals that need masks, gowns, ventilators and even doctors with those that have extras. And other projects have been started to link hospitals with nontraditional sources of equipment.

The collaborations fill gaps until supplies from regular distributors arrive. They also help the finances of hospitals that have seen revenue plummet as lucrative scheduled surgeries and outpatient services nosedive.

When traditional Chinese integrative medicine doctor Hua Chengxin gets electrocuted, she’s shocked to death (literally) to find that she’s suddenly transmigrated.

Imagine deciding to pull the trigger and buy a house based only on the fact that the building has a front door and is for sale, or asking someone to give your hair a makeover just because they own a pair of scissors and are available. For a long time this is how patients found their doctor, making decisions based on minimal information that was hard to find. And just as people now filter when finding a dinner spot that offers specific features, like outdoor seating or accepts reservations, patients expect to see certain characteristics they care about when searching for a new doctor: What education does the physician have?

What languages do they speak? What appointment slots do they have open next week? The lack of easy access to this information beforehand hampered the chances of the new patient-doctor relationship flourishing on first meeting. In the recent Match Made In Medicine study, Zocdoc took a deep dive into what people care about most when searching for a new doctor and how doctors can market these traits online.

When patients have this kind of information on-hand before that first meeting, it gives both parties confidence to get straight into building a great relationship and discussing why the patient is really there. Good communication is everything to a new patient — more Americans believe that it is important that a doctor asks good questions than even a romantic partner.

COVID-19 means hospitals need doctors, and doctors need work. Pa. innovators are connecting them.

But as legislators and advocacy groups wrestle over how to regulate and shape the medical industry, hoping for better results in years to come, nonprofit providers are taking action now—rising to meet needs in their own communities, creatively harnessing unusual or unused resources, and experimenting with new ways to care for the neediest.

In this compendium, we take a stroll around the country to sample a few of these bright spots of compassion and ingenuity. So they decided to try an unorthodox approach: Create a private clinic staffed by volunteer medical professionals specifically oriented to help the impoverished. After many years of planning and preparation, the Zarephath Health Center opened in in north-central New Jersey.

Based off the Biblical parable of the Good Samaritan, the premise is simple: provide quality, common sense medical care to those truly in need, without government or insurance help, by tapping volunteers who donate services, funds, equipment, and expertise. Today, Zarephath Health Center serves to people per month—men and women with nowhere else to turn for medical care.

Are you a professional women who is serious and committed to finding the right partner but don’t have the time? Lesbian matchmaker Dr. Frankie Bashan.

For two decades, Selective Search has created over 1, marriages and thousands of committed relationships for our accomplished and discerning Clients. Share your information with Matchmakers in a complimentary profile to be considered for matches. Single men and women partner with Selective Search to find love. Our Clients are private professionals with demanding careers and personal lives.

While marriage is a goal for some, all of our Clients desire to find love within a committed, long-term relationship. The stories of thousands of couples who have found love illustrates why discerning individuals choose to work with Selective Search when contemplating dating.

Medical Matchmaking

Professional recruiters helping physicians and advanced practice providers find the best match for their family and career – in New England, and around the USA. There is something special about summer sunsets! This is Maine in July. Acadia Physician Recruiters, LLC, is a recruitment service for healthcare organizations seeking to hire doctors, and a matchmaking and placement service for physicians who want to practice medicine.

Our clients include private practices, community health centers, and hospitals of all sizes. Our services are free to the job seeker, and very fairly priced for the hiring entity.

One thing Raleigh matchmaker Angela Kelley wants to get straight? Raleigh love coach and date doctor Dr. Alma Avery Rubenstein is newer to the area.

At DNA Romance, we are deciphering the essential elements behind the “scent of love” and the ideal personality combinations for successful relationships full of love. We are pioneers in understanding of how DNA plays a role in human attraction and loving relationships. Our mission is to enrich peoples lives by helping them make genuine connections that hopefully lead to lasting love.

We aim improve the accuracy of our romantic predictions with each new member. Transl Psychiatry. Socioaffect Neurosci Psychol. Sci Rep. Wlodarski R. Evol Psychol. Evolution and Human Behavior — Animal Behaviour. PLOS Genetics, 4 9. Evol Ecol. B , —

How Doctors can Date Smart

Mobile apps, review sites, social media and other digital tools put information at our fingertips. Although the stakes are higher when it comes to finding a health care provider, more of us are taking the selection process into our own hands, which means health systems must adapt and build new strategies for engagement and retention. The report also shows while participants rely on referrals for specialists, they still follow up with their own research to ensure a provider is truly a match.

Unsurprisingly, more than half of respondents used an online resource to find information about providers. To keep pace with this trend, health care organizations must establish themselves as trusted sources for providing the information about providers that we as consumers care about most. Matching to the right provider is a nuanced process.

Hire a Local Matchmaking Service: Dating apps and online dating require even more of a workload than you already have. This is essentially a.

We work with lesbian, bisexual and transgender women, helping them find the healthy, righteous love they deserve. Our lives are tied to our screens, which means that, no matter how much you hate it, at least part of dating is, too. Whether in our current pandemic dystopia, in a long-distance relationship, or in a same-city courtship or cohabitation, screens are an invaluable tool for connection — as.

Our lives are tied to our screens, which means that, no matter how much you. Connecting mostly over video calls — whether for meetings, group watches, Facetime birthday parties, or. The longer the pandemic goes on, the more normal having dates online becomes. But especially. Sometimes you know just what to say and just when to send it. But sometimes. Sign up for the monthly Little Gay Book Newsletter and get the latest news on dating, relationships and events.

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DOCTOR IS BACK- Black Ops 3 (Matchmaking #17)