惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

L
LINUX DO - 最新话题
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
PCI Perspectives
PCI Perspectives
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
H
Heimdal Security Blog
S
Security @ Cisco Blogs
N
News | PayPal Newsroom
J
Java Code Geeks
罗磊的独立博客
Security Archives - TechRepublic
Security Archives - TechRepublic
N
News and Events Feed by Topic
V
V2EX
WordPress大学
WordPress大学
Google Online Security Blog
Google Online Security Blog
N
News and Events Feed by Topic
www.infosecurity-magazine.com
www.infosecurity-magazine.com
月光博客
月光博客
AI
AI
小众软件
小众软件
The GitHub Blog
The GitHub Blog
MongoDB | Blog
MongoDB | Blog
A
Arctic Wolf
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
美团技术团队
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Exploit-DB.com RSS Feed
Exploit-DB.com RSS Feed
Hacker News - Newest:
Hacker News - Newest: "LLM"
T
Tailwind CSS Blog
S
Schneier on Security
博客园 - 三生石上(FineUI控件)
F
Full Disclosure
B
Blog RSS Feed
Forbes - Security
Forbes - Security
S
SegmentFault 最新的问题
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
人人都是产品经理
人人都是产品经理
云风的 BLOG
云风的 BLOG
Jina AI
Jina AI
Cisco Talos Blog
Cisco Talos Blog
U
Unit 42
Project Zero
Project Zero
H
Hacker News: Front Page
Y
Y Combinator Blog
Application and Cybersecurity Blog
Application and Cybersecurity Blog
The Cloudflare Blog
大猫的无限游戏
大猫的无限游戏
S
Secure Thoughts
The Hacker News
The Hacker News
Microsoft Azure Blog
Microsoft Azure Blog

Forbes - Innovation

Why Do Humans Have Fingerprints? Hint: It’s Not What You Think Booking.com Confirms Data Breach, Reservation PIN Codes Changed Why Major News Sites Are Blocking The Internet Archive’s Wayback Machine iPhone Fold Release Date: New Report Details Frustrating Apple News Comet Tracker: How To See Pan-STARRS And Three Planets On Wednesday NYT Mini Crossword Today: Tuesday, April 14 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Tuesday, April 14 (It’s A Little Unclear) Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Most Of The Microplastics In Urban Air Come From Tires Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Mini Crossword Today: Monday, April 13 Hints And Answers NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret Samsung Expands One UI 8.5 Beta To More Galaxy Owners Why You Should Stop Using Your iPhone If It’s On This List Chamath Says Firms That Treat AI As A Strategy Hand Rivals Their Edge 3 Unexpected Habits Of Secure Couples, By A Psychologist The First Lamp That Folds Your Clothes Samsung’s Disappointing Price Update For Galaxy Phone Buyers 3 Subtle Signs Someone Is Falling In Love With You, By A Psychologist Do Mantis Shrimp See More Colors Than Humans? A Biologist Explains NYT Connections Answers Explained For Monday, April 13 (#1,037) NYT Connections Hints Today: Monday, April 13 Clues And Answers (#1,037) LEGO Luigi & Mach 8 (72050) Review: 2026’s Best Set Yet? Marc Andreessen Says AI Productivity Will Trigger A Hiring Boom 3D Printing Is The Ultimate Hack To Reduce Household Spending Apple iPhone Fold: Striking Design Revealed In Leaked Photos Apple Smart Glasses: New Leak Reveals A Major Design Twist To Beat Meta Tested: The AI Coming To The Rivian R2 Quordle Hints Today: Monday, April 13 Clues And Answers Companies And H-1B Employees Endure Immigration Waits At Consulates 3 Easy Ways To Turn Anxiety Into Sustained Focus, By A Psychologist Here’s The Most Affordable Humanoid Robot You Can Buy Now UFC 327 Results: 5 Biggest Takeaways From A Wild Night In Miami UFC 327 Results, Bonus Winners, Highlights And Reactions Dana White Announces Huge New Fight For UFC White House Today’s NYT Strands Hints, Spangram, Answers: Sunday, April 12 (Get Ready) Tesla ‘Model 2’ Rises From The Ashes Today’s Wordle #1758 Hints And Answer For Sunday, April 12 NYT Pips Today: Hints, Answers And Walkthrough For Sunday, April 12 Tyson Fury Vs. Arslanbek Mahkmudov Results: Highlights and Reaction NYT Mini Crossword Today: Sunday, April 12 Hints And Answers How Shadow AI Culture Is Destroying Your Business Venture Capital Funds That Market Like Startups Win More Deals Conor Benn Vs. Regis Prograis Results: Highlights and Reaction Samsung’s Disappointing Price Update For Galaxy Phone Buyers Artemis Reached The Moon. The Grid Can Reach The 21st Century A Biologist Explains How Archerfish Shoot Down Prey. Hint: Their Aim Rivals Human Throwing Is It Time For Apple To Forget About The MacBook Air NYT Connections Hints Today: Sunday, April 12 Clues And Answers (#1036) Trump’s 2027 Budget To Reshape U.S. Environmental And Energy Policy CDC Delays Reporting Of COVID-19 Vaccine Benefits—Here’s What To Know Oura Has Designed A Solution To A Big Smart Ring Problem Netflix’s Best New Show Has A Near-Perfect 95% Rotten Tomatoes Score Coachella 2026 Is Being Taken Over By Creator Streams Quordle Hints Today: Sunday, April 12 Clues And Answers This Startup Wants To Use AI To Help Digitize History How To Get The Best Shield In ‘Crimson Desert’ Microsoft Venom Attack Targets C-Suite Executives ‘Maul: Shadow Lord’ Sets Even More Star Wars Rotten Tomatoes Records 3 Ways Happy Couples Argue Differently, By A Psychologist Success For Leapmotor Might Have Negatives For Stellantis New Names Surface As Potential Rogue And Wonder Woman In The MCU And DCU 4 Reasons Artemis Mission Matters Even If You Think It Is Wasteful Fast ‘Crimson Desert’ Patch Adds New Moves, Shield Hiding And One Great Feature Why Do Humans Blush? An Evolutionary Biologist Explains The Signal We Can’t Control Apple iPhone Fold: Striking Design Revealed In Leaked Photos Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update iOS 26.4.1 Release: Crucial iPhone Feature Update Arrives, But No Security Fix Fury vs. Makhmudov Full Card, Ring Walk Times and How to Watch Can’t Stand Liquid Glass? This New Hidden iPhone Setting Is A Game-Changer Test-Driving The 2026 Changan Deepal S05: Italian Style Made In China NSA Warning—Reboot Your Internet Router Now Ways That Human-AI Collaboration Slides People Into ‘AI Brain Fry’ And Cognitive Downturns Stop Using These Networks—Google, NSA And TSA Warn NASA Changes Moon Plan: Landing Now Depends On SpaceX Or Blue Origin Samsung Expands One UI 8.5 Beta To More Galaxy Owners The Evolution Of Programmable Hardware At Xilinx NYT Mini Today: Saturday, April 11 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Saturday, April 11 (You’re Putting Me On) Splashdown! NASA’s Artemis II Returns To Earth After Moon Mission Attention Is All You Need. The Human Kind Is Still The One That Counts Today’s Wordle #1757 Hints And Answer For Saturday, April 11 NYT Pips Today: Hints, Answers And Walkthrough For Saturday, April 11 Android Circuit: Galaxy S27 Pro Emerges, Honor 600 Pre-Order Offers, Pixel 11 Display Leaks Apple Loop: iPhone 18 Pro Leak, Urgent iOS Update, MacBook Neo Issues Morgan Stanley Has Mostly Positive Outlook On Tesla Robotaxi, FSD V15 Running Out Of AI Tokens Faster Than Ever? Here’s Why CoreWeave Shares Pop 13% After Anthropic Deal ‘Euphoria’ Season 3’s Rotten Tomatoes Score Crashes, Has Lost Key Player People Don’t Agree On What AI Can Do, But They Don’t Even Use The Same Product ‘Overwhelming’—Google Issues Gemini Update For Gmail Users NYT Connections Hints Today: Saturday, April 11 Clues And Answers (#1035) Quordle Hints Today: Saturday, April 11 Clues And Answers The Costly Dream Of Space-Based AI Infrastructure Can You See The Watcher In This ‘Daredevil: Born Again’ Shot? Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update You Just Watched The Backdoor Pilot For ‘The Pitt: Night Shift’ Are Nicotine Pouches Like Zyn And VELO Safe To Use? A Doctor Answers Human Resources (HR) Is The Key To AI Success Per WalkMe ( SAP)
Breast Cancer Screening Tool Avoids Radiation, Compression, Contrast
Adaira Landr · 2026-04-28 · via Forbes - Innovation
Woman in pink shirt and ribbon holds her breast as a symbol of necessity for prevention checks for women.

Woman in pink shirt and ribbon holds her breast as a symbol of necessity for prevention checks for women.

getty

Despite being the gold standard recommendation, screening mammograms remain underutilized. A recent MedStar survey found that 59% of eligible women do not schedule their annual mammogram, while CDC data puts overall non-adherence to recommended screening at roughly 23%. The consequences are significant: approximately 380,000 women in the United States will be diagnosed with breast cancer this year, a number that has climbed steadily for more than a decade. Perhaps most concerning is that those who do complete their mammogram on time aren’t fully protected as the test still misses about one in eight breast cancers.

These gaps in screening and diagnosis make the latest American College of Physicians’ recommendation – that average-risk women should wait until 50 for routine mammograms and screen only every other year – a concerning shift away from the early, broad screening that has long been considered protective. The American College of Radiology warned the change "may contribute to thousands of additional breast cancer deaths each year."

While screening recommendations are in flux, the medical community is increasingly building adjuncts that enhance existing screening tools without adding health risks. One example is Clarity Health, a breast cancer screening tool that uses AI to analyze completed mammograms and assess a patient’s risk of future cancer. Its clinical credibility is growing — the National Comprehensive Cancer Network updated its 2026 guidelines to include this AI-based risk assessment approach.

These adjunct tools are critical because, for many women, breast cancer screening doesn’t end with a ‘normal’ mammogram. This past year, I had my own mammogram, which was read as normal. But it also mentioned that I have dense breast tissue. Beyond that, there was no further recommendation or plan. Since then, I have been searching for the best next steps for myself and women with similar reports.

Looking for clearer answers, I began speaking with experts working on new screening approaches. I spoke with Raluca Dinu, PhD CEO and Satrajit Misra, CCO of QT Imaging, a medical device company that uses 3D ultrasound as a breast cancer screening tool. We spoke about their goal to improve access to screening and accuracy of diagnosis for breast cancer.

MORE FOR YOU

Why the Gold Standard Mammogram Isn't Good Enough

Raluca Dinu PhD

Scott Chernis Photography

Mammography remains the only imaging modality with FDA approval for breast cancer screening. And yet, "mammography still misses cancers today," says Dinu. A false negative on a mammogram is read as normal despite cancer being present. One major contributor to false negatives is breast density—about 40% of women have dense breast tissue, a limitation that 3D ultrasound directly targets. Dense tissue appears white on a mammogram, the same color as cancer, making tumors difficult to spot. This limitation helps explain why cancers can be harder to detect in dense breast tissue, which is also an independent risk factor for the disease. Women with dense breast tissue typically turn to MRI for follow-up, but it is expensive, requires contrast injection, and demands specialized radiologists to interpret. Women with dense tissue can also follow-up with a handheld ultrasound exam by a credentialed sonographer. However, access to trained personnel limits this approach. "60 to 70% of women today are in this middle, intermediate-risk group," Dinu says — a group for whom there is, according to the U.S. Preventive Services Task Force, no formal recommendation for or against additional screening with MRI or ultrasound.

What does 3D Ultrasound Offer to Patients

Unlike mammography, which compresses breast tissue and uses radiation, MRI, which requires contrast injection and specialized radiologists, or handheld ultrasound, which is performed by a sonographer, a 3D ultrasound scanner uses sound waves to create a three-dimensional image. There is no compression, no radiation, no contrast.

3D ultrasound allows for no compression, radiation, or contrast as it scans the breast

QT Imaging

The scanning process itself is markedly different from both mammography and traditional ultrasound. The patient lies face down on a padded table and places one breast at a time into a tank of warm, chlorinated water. From there, a ring of transducers rotates around the breast, capturing coronal slices every two millimeters from the chest wall to the nipple, about 60 slices for an average-sized breast. The result is a fully reconstructed 3D image of the breast tissue. "The technologist doesn’t have to be a highly trained sonographer or mammographer,” says Misra. In some centers, the role is filled by medical assistants, a deliberate design choice that addresses one of traditional ultrasound’s biggest limitations: operator dependency. The full scan takes between 20 and 30 minutes and has been validated for women from cup size A through triple D.

Does 3D Ultrasound Work? The Clinical Data Is Encouraging

Of course, feasibility alone isn’t enough as accuracy is what ultimately matters. Clinical validation is the cornerstone of QT Imaging’s current strategy — and their early results are garnering attention, though the full picture is still emerging.

In a preliminary head-to-head study conducted with Mayo Clinic, QT Imaging’s scanner detected every finding identified by MRI, according to Dinu. In one notable case, the modalities disagreed: MRI classified a patient as BI-RADS 4 (suspicious), while the QT scan rated her BI-RADS 3 (probably benign). Biopsy later confirmed the QT assessment. "We are going to get fewer women to unnecessary biopsies," says Dinu — though she cautions that larger sample sizes will be needed to draw firmer conclusions about false positive rates.

Early findings also suggest the technology may offer capabilities that differ from MRI. QT’s speed-of-sound imaging can detect calcifications, something MRI does not reliably detect, and distinguishes cysts from solid masses with high precision. The scanner additionally calculates breast density automatically, without the third-party processing currently required in mammography.

Perhaps most intriguing is its potential as a surveillance tool. Because QT involves no radiation or contrast agents, it can theoretically be repeated frequently and safely. Ongoing research at Toronto's Sunnybrook Health Sciences Centre is exploring its use for monitoring tumor response in patients undergoing chemotherapy — a context where repeated MRIs or mammograms would raise concerns about cumulative contrast load or radiation exposure. That research, like the Mayo Clinic work, remains ongoing.

Studies with Mayo Clinic and Sunnybrook are ongoing, with Stanford next. Early results are consistent, but sample sizes remain limited and peer-reviewed publication will be essential before the technology can be broadly validated. "We keep comparing ourselves head-to-head with MRI and showing again and again that the sensitivity and specificity are there," says Dinu. "There is no shortcut. We have to keep showing."

Getting a QT Scan: What Patients Need to Know

Satrajit Misra

SCOTT CHERNIS PHOTOGRAPHY

As with many emerging technologies, availability and cost remain key considerations. Right now, QT imaging is considered by Dinu and Misra a supplement to the gold standard mammogram. They emphasize that patients should not use QT imaging to replace their screening mammogram, but rather as a tool, especially those with dense breast tissue, to get additional screening.

For women interested in pursuing a QT scan, the process is more straightforward than many imaging procedures. No physician referral is required — patients can book directly at independent imaging centers. For women navigating an increasingly complicated screening landscape, the ability to self-refer is a meaningful option.

The main barrier right now is cost. Scans run between $600 and $700 out of pocket, and insurance does not yet cover the procedure, though providers can utilize existing unlisted codes. This cost, if it remains, could widen gaps in screening, particularly for lower-income and under-resourced communities. However, Misra notes that QT Imaging recently secured a Category III reimbursement code — the first formal step toward full insurance coverage— which goes into effect January 1, 2027.

"It’s a process," says Misra, but the company plans to begin working with payers immediately to push toward fair reimbursement rates. Category III codes function as tracking mechanisms, allowing insurers to monitor utilization before committing to full coverage; once that threshold is met, the code can be elevated to Category I — the standard used for established, routinely reimbursed procedures.

For now, QT remains an out-of-pocket option for women who can afford it and are looking for a more complete picture.