1. Healthy Vegetarian Meal Plan: Week of 12-07-2019
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Saturday, December 7, 2019
  1. Healthy Vegetarian Meal Plan: Week of 12-07-2019
  2. Amazing Vegan Ginger Molasses Cookies
  3. 2019 Holiday Gift Guide For Her
  4. Herbal Inclusions for Dishes and Drinks
  5. 4 Diabetes Game Changers
  6. Healthy Vegetarian Meal Plan: Week of 11-30-2019
  7. Instant Pot Mashed Potatoes with Garlic and Cream Cheese
  8. Healthy Vegetarian Meal Plan: Week of 11-23-2019
  9. Wedding Planning: The Ring, Our Vendors, and More!
  10. Instant Pot Vegan Cream of Mushroom and Wild Rice Soup
  11. Healthy Vegetarian Meal Plan: Week of 11-16-2019
  12. Healthy Vegetarian Meal Plan: Week of 10-26-2019
  13. Healthy Vegetarian Meal Plan: Week of 11-02-2019
  14. Roasted Potato, Mushroom, and Lentil Kale Salad
  15. Healthy Vegetarian Meal Plan: Week of 11-09-2019
  16. Healthy Vegetarian Meal Plan
  17. Healthy Vegetarian Meal Plan
  18. What I Wednesday: FNCE in Philly!
  19. Potato, Mushroom, and Lentil Kale Salad
  20. Healthy Vegetarian Meal Plan
  21. Unearthing Evidence-Based Integrative Remedies to Stress
  22. Scribble Anxiety Away
  23. Best Hostess Gift Ever
  24. What I Ate Wednesday: Fiancé Edition!
  25. Pumpkin Walnut Burgers with Chipotle Yogurt Sauce
  26. Favorite Fluffy Whole Wheat Pancakes
  27. Healthy Vegetarian Meal Plan
  28. Vegan Chili Cornbread Casserole
  29. Healthy Vegetarian Meal Plan
  30. Orca Conservation
  31. Fall’s Functional Foods
  32. Healthy Vegetarian Meal Plan
  33. Healthy Pumpkin Cheesecake Dip
  34. Simple Swaps for Your Zero Waste Journey
  35. Lessons on Food and Farming in Monterey, California
  36. Healthy Vegetarian Meal Plan
  37. Quick and Easy-One Pan Veggie Red Curry
  38. Healthy Vegetarian Meal Plan: Week of 09-21-2019
  39. Here’s How to Live a more Colourful Life
  40. Cooking with CBD
  41. Eco-friendly Food Storage
  42. Bento Box Recipes
  43. How to Make Sushi Sandwich
  44. Healthy Vegan Buffalo Cauliflower Dip
  45. Healthy Vegetarian Meal Plan: Week of 09-14-2019
  46. 5 lunchbox ideas
  47. 17 Free and Easy Ways to Be a Self-Care Expert
  48. Fluffy Vegan Pumpkin Muffins
  49. Healthy Vegetarian Meal Plan: Week of 09-07-2019
  50. 33 Mouthwatering Healthy Vegetarian Recipes for Dinner Tonight
  51. What I Ate Wednesday
  52. The Best Apple Cider Vinegar Salad Dressing
  53. VOTE TODAY!
  54. Veggie Stir Fry with Peanut Sauce
  55. Twilight Time: Reading With Kids
  56. Keep your cool
  57. Tart Cherry Crumble Pie
  58. Healthy Vegetarian Meal Plan
  59. Healthy Vegetarian Meal Plan
  60. Your brain on… air pollution?
  61. Brain Boosters
  62. MCT oil Coconut’s healthful gift
  63. Hot right now
  64. Cupcakes for breakfast?
  65. Vegan Chocolate Zucchini Muffins
  66. What is CBD? A Guide to Health Benefits, Usage, and More!
  67. Healthy Vegetarian Meal Plan
  68. Hummus Toast – 4 Ways!
  69. What I Ate Wednesday
  70. Fluffy Vegan Blueberry Banana Muffins
  71. Advances in Colorectal Cancer Research
  72. Advances in Breast Cancer Research
  73. Cleft Palate With Cleft Lip
  74. What is CPR?
  75. What Is Dementia? Symptoms, Types, and Diagnosis
  76. Cushing Syndrome (For Parents)
  77. Do Memory Problems Always Mean Alzheimers Disease?
  78. Manganese
  79. Study Shows that Disrupted Gut Bacteria May Contribute to the Spread of Breast Cancer
  80. She Faced Breast Cancer At 16 With Little Help From Doctors. Now She’s Speaking Out On Behalf Of Black Women
  81. What Do We Know About Healthy Aging?
  82. Participating in the Arts Creates Paths to Healthy Aging
  83. Setting Goals to be More Active Slows Memory Decline in Older African Americans
  84. Study Shows Music Eases Pain and Other Symptoms for Patients Undergoing Breast Cancer Treatment
  85. 49-Year-Old Breast Cancer Patient Grateful She Didn’t Wait Until 50 for a Mammogram
  86. Teen’s Innovative “SMART Armour” Protects Breast Cancer Patients from Radiation
  87. New Drug Improves 3-Year Survival by 50% for Young Women with Stage IV Breast Cancer
  88. Young Mother’s Life Tragically Taken by Breast Cancer After She Refused Traditional Treatments
  89. NIH Study Tracks Exercise with Mobile Apps to Improve Heart Health
  90. Lion With Skin Cancer Has Received Radiation Therapy In Hospital
  91. 3rd Grader Writes Note for Teacher Battling Breast Cancer to Read Right Before Treatment
  92. Skin Care
  93. Have Back Pain? These Are the Basic Spinal Structures You Need to Know
  94. The Final Word on Whether Alcohol Actually Has Any Health Benefits
  95. New One-Time “Seed” Treatment for Breast Cancer Being Used in Philadelphia
  96. Julia Louis-Dreyfus Talks About The Side Effects of Chemotherapy
  97. Teacher on Leave for Breast Cancer Treatment Forced to Pay for Her Own Substitute
  98. 27-Year-Old Thought She Was Injured Falling Off A Horse, But Then She Learned She Had Breast Cancer
  99. Should Surgery And Radiation Be The Standard Treatment For DCIS? The COMET Study Is Finding Out
  100. Judge Rules That 3-Year-Old Child With Leukemia Must Get Chemo Against Parents’ Wishes
  101. This Charcoal Powder Drastically Whitens Teeth Without Any Chemicals
  102. These Black Cherry-Flavored Shots Help Accelerate Weight Loss
  103. Olivia Newton-John Talks About How She Stays Positive Amid Cancer Battle
  104. This Army Captain Mom Was Diagnosed with Breast Cancer When She Was Just 8 Weeks Pregnant
  105. High-Deductible Health Plans Linked to Delayed Diagnosis and Treatment of Breast Cancer
  106. Antibiotic shortages are putting Aboriginal kids at risk – The Conversation AU
  107. Cuddle beds bringing some physical comfort to end-of-life patients – ABC News
  108. People who skip breakfast are five times more likely to die after a heart attack – Daily Mail
  109. Yale researchers revive cells in dead pig brains – Yale Daily News
  110. Scientists revive cellular activity in brain of dead pigs: report – Fox News
  111. High-Deductible Health Policies Linked To Delayed Diagnosis And Treatment – NPR
  112. After Breast Cancer Diagnosis, Technology Professor Teaches Computers to Read Mammograms
  113. Fact or Fiction: What to Know About Smoking Cessation and Medications
  114. If Soap and Water Are Not Available, Hand Sanitizers May Be a Good Alternative
  115. Autism: Beware of Potentially Dangerous Therapies and Products
  116. One side of your brain might be giving you nightmares – Cosmos
  117. What Personality Tests Tell Us About Ourselves – NPR
  118. Having a resting heart rate of 75 beats per minute DOUBLES your risk of an early death – Daily Mail
  119. Wear protective goggles to play badminton
  120. Herbal drug kratom linked to almost 100 overdose deaths, CDC says – USA TODAY
  121. Ability to lift weights quickly can mean a longer life – EurekAlert
  122. Climate change is making allergy season worse – CNN
  123. 11 Unexpected Ways You Can Relieve Headaches – HuffPost
  124. New Jersey preschoolers have highest autism rates in the nation, researchers say
  125. Auburn gymnast who suffered severe injuries: My pain is not your entertainment
  126. A four-day work week could improve our health and cut carbon emissions
  127. Promising treatment for chronic fatigue syndrome fails large trial

After Breast Cancer Diagnosis, Technology Professor Teaches Computers to Read Mammograms

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Regina Barzilay is a technology professor who teaches a popular class at the Massachusetts Institute of Technology about how computers can decipher ancient texts. She says the work is not really very applicable to the real world, but she loves it anyway, and so do her students.

“This is clearly of no practical use,” she says. “But it was really cool, and I was really obsessed about this topic, how machines could do it.”

But she was about to get a wake-up call concerning a way she could apply her specific knowledge to a very important topic.

Barzilay first got the idea when she was diagnosed with breast cancer in 2014. She realized how much potential there was for human error in the simple fact that mammograms are read by doctors, who also determine the woman’s breast density, a very subjective task.

“I was really surprised how primitive information technology is in the hospitals,” she says. “It almost felt that we were in a different century.”

Even beyond diagnosis, Barzilay says she kept coming across moments when she had questions that should have been answerable, if only the right technology had been introduced to the industry to analyze the data.

“At every point of my treatment, there would be some point of uncertainty, and I would say, ‘Gosh, I wish we had the technology to solve it,’” she says. “So when I was done with the treatment, I started my long journey toward this goal.”

It seemed only natural, when she was able to get back to her job, that Barzilay reconsider the path her research was taking. The journey to get enough funding and get started was difficult, because the National Cancer Institute and other organizations weren’t interested in contributing, but she knew she could help people immensely if she could get the project off the ground.

Then she found Connie Lehman, a Harvard University radiologist who is chief of breast imaging at Massachusetts General Hospital. The pair began collaborating on the project, and now they’re in the middle of teaching a machine all the steps it needs to know to accurately assess a mammogram image.

The first thing Barzilay and Lehman taught a computer how to do was to determine breast density using a deep-learning algorithm. “We’re excited about this because we find there’s a lot of human variation in assessing breast density,” Lehman says, “and so we’ve trained our deep-learning model to assess the density in a much more consistent way.”

Now that the machine is pretty good at accurately and consistently labeling dense breasts, the team is moving on to giving it lessons in spotting changes between a new mammogram and an older one from the same woman.

“These are the sorts of things that we can also teach a model, but more importantly we allow the model to teach itself,” Barzilay says. “That’s the power of artificial intelligence — it’s not simply automating rules that the researchers provide but also creating its own rules. The optimist in me says in three years we can train this tool to read mammograms as well as an average radiologist. So we’ll see. That’s what we’re working on.”

The technology has a ways to go still, but Barzilay and other experts are confident that it’s capable of getting to where it needs to be to read most mammograms in place of a radiologist, thereby freeing radiologists up to tackle other problems. The real challenge may come in the form of making sure patients are comfortable having their scans read by a machine, as well as determining whether the technology will be FDA-monitored or regulated in some other way. There are also the potential legal and ethical issues that could arise when the algorithm screws up and misdiagnoses a woman.

Yes, there are still many hurdles to face. But science is moving the technology for things like mammogram analysis forward at a miraculous pace, with the help of women like Barzilay, who have been brave enough to speak up when things aren’t as they should be. Let’s keep making the world a better place together!

This Space Robot Technology Will Change the Way You Get a Biopsy: Click “Next” below!

Elizabeth Nelson is a wordsmith, an alumna of Aquinas College in Grand Rapids, a four-leaf-clover finder, and a grammar connoisseur. She has lived in west Michigan since age four but loves to travel to new (and old) places. In her free time, she. . . wait, what’s free time?

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