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Innovative Technology Detects Early-Stage Breast Cancer in Two Minutes
By MedImaging International staff writers Posted on 04 Dec 2023
Image: The innovative technology is cheaper and safer than common cancer diagnostic tools (Photo courtesy of University of Waterloo)
Breast cancer is the second-most common cancer and among the second-leading causes of death from cancer for women. The sooner a malignant tumor is detected, the higher the chances of survival in breast cancer patients. Now, researchers are at the forefront of developing a groundbreaking method for early breast cancer detection, which holds the promise of being both more accurate and cost-effective than current diagnostic approaches like X-ray mammography, ultrasound, and MRI. This new technology, which has already completed test runs in just two minutes using less energy than a smartphone, offers a safer alternative to X-rays by avoiding high-level radiation exposure that can potentially damage DNA and lead to cancer.
Since 2001, researchers at University of Waterloo (Waterloo, ON, Canada) have been delving into the use of low-frequency electromagnetic waves for detecting early-stage breast cancer. Their significant discovery that these waves travel in straight lines has led to the development of a disruptive diagnostic device. This device, resembling X-ray mammography but without its limitations, employs low-frequency electromagnetic energy emitted from an antenna similar to those in smartphones. This energy, upon penetrating the breast, is captured by a metasurface or circuit board composed of interconnected pixels, with each pixel functioning as a receiver.
An AI system processes the data from the circuit board, eliminating the need for manual review by a technician. This advanced technology is capable of pinpointing a tumor's size and location, effectively detecting abnormalities even in dense breast tissue, an area where current diagnostics often fall short. The effectiveness of this system has been validated through tests on breast phantoms, artificial structures that mimic the properties of human breasts. The research team is now focused on advancing this technology for human trials and developing a prototype suitable for mass production. Their ultimate objective is to make this innovative diagnostic tool affordable and accessible globally, similar to the ease and frequency of in-pharmacy blood pressure tests.
“We are coming very close to providing a method for breast cancer detection at an early stage that is inexpensive and harmless for women,” said Dr. Omar Ramahi, lead researcher and a professor in Waterloo’s Department of Electrical and Computer Engineering. “We’re trying to make a serious contribution to women’s health and create an alternative that is clinically and commercially viable.”
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(27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 189
(41.961669921875): SELECT fid FROM jos_deeppockets
WHERE cat=10
AND id=294799479
AND (type='deeppockets_item' OR type='deeppockets_item_link')
AND published='1'
LIMIT 190
(29.087066650391): SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799479 AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 191
(32.901763916016): SELECT id,name,title
FROM jos_deeppockets WHERE cat=10 AND TYPE='file_folder' AND published=1
AND id != 294743300
AND id != 294743301
AND id != 294743302
AND id != 294743303
AND id != 294743304
AND id != 294743305
AND id != 294743306
AND id != 294743307
AND id != 294743308
AND id != 294743309
AND id != 294743310
AND metakey != 'aacc'
ORDER BY `ordering`92
(49.829483032227): SELECT show_live FROM jos_com_show_setting LIMIT 193
(30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 194
(27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 195
(26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 196
(34.093856811523): SELECT show_live FROM jos_com_show_setting LIMIT 197
(30.040740966797): SELECT show_live FROM jos_com_show_setting LIMIT 198
(27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 199
(26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1100
(26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1101
(27.894973754883): SELECT show_live FROM jos_com_show_setting LIMIT 1102
(26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1103
(26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1104
(25.98762512207): SELECT show_live FROM jos_com_show_setting LIMIT 1105
(26.941299438477): SELECT show_live FROM jos_com_show_setting LIMIT 1106
(61.03515625): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1107
(49.114227294922): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1108
(54.121017456055): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.cat=10
AND dp.id=294799479
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1109
(41.961669921875): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.cat=10
AND dp.id=294799479
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1110
(62.942504882812): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1111
(41.007995605469): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1112
(355.95893859863): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.id=294799479
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1113
(392.91381835938): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.id=294799479
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1114
(51.975250244141): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.id=294799476
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1115
(356.91261291504): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.id=294799476
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1116
(520.94459533691): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp
LEFT JOIN jos_experts as ex
ON ex.id = dp.author
LEFT JOIN jos_deeppockets as dp2
ON dp2.id = dp.fid
WHERE dp.author != 0
AND dp.cat = 10
AND dp.published = 1
AND (
(dp.fid = 294743300)
OR (dp.fid = 294743301)
OR (dp.fid = 294743302)
OR (dp.fid = 294743303)
OR (dp.fid = 294743304)
OR (dp.fid = 294743305)
OR (dp.fid = 294743306)
OR (dp.fid = 294743307)
OR (dp.fid = 294743308)
OR (dp.fid = 294743309)
OR (dp.fid = 294743310)
)
ORDER BY RAND()
LIMIT 1117
(558.13789367676): SELECT dp.name, dp.id, dp2.name as channel, ex.name as author_name, ex.specialization, ex.images FROM jos_deeppockets as dp
LEFT JOIN jos_experts as ex
ON ex.id = dp.author
LEFT JOIN jos_deeppockets as dp2
ON dp2.id = dp.fid
WHERE dp.author != 0
AND dp.cat = 10
AND dp.published = 1
AND (
(dp.fid = 294743300)
OR (dp.fid = 294743301)
OR (dp.fid = 294743302)
OR (dp.fid = 294743303)
OR (dp.fid = 294743304)
OR (dp.fid = 294743305)
OR (dp.fid = 294743306)
OR (dp.fid = 294743307)
OR (dp.fid = 294743308)
OR (dp.fid = 294743309)
OR (dp.fid = 294743310)
)
ORDER BY RAND()
LIMIT 1118
(67.949295043945): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1119
(56.028366088867): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1120
(66.995620727539): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1121
(70.810317993164): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1122
(50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1123
(36.954879760742): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1124
(285.86387634277): SELECT * FROM trending_articles WHERE `journal_id` = 10 AND `timestamp` <= NOW() + INTERVAL 7 DAY ORDER BY `order`125
(!!!!! 18646.001815796): SELECT
*
FROM
jos_deeppockets
WHERE
jos_deeppockets.cat = 10
AND
jos_deeppockets.type = 'deeppockets_item'
AND
jos_deeppockets.published = 1
AND
jos_deeppockets.created + INTERVAL 14 DAY >= NOW()
ORDER BY
jos_deeppockets.hits DESC
LIMIT
7126
(82.969665527344): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1127
(51.975250244141): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1128
(452.99530029297): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294799479 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799479 AND type='deeppockets_item' AND published='1' LIMIT 1129
(!!!!! 468670.129776): (
SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.video != ''
AND
dp.video_source != ''
AND
dp.cat = 10
AND
dp.published = 1
AND
dp.type != 'deeppockets_item_link'
ORDER BY
created DESC
LIMIT
3
)
UNION
(
SELECT
dpa.id,
dpa.name,
dpa.title,
dpa.video,
dpa.video_source,
dpa.created
FROM
jos_deeppockets_archive AS dpa
WHERE
dpa.video != ''
AND
dpa.video_source != ''
AND
dpa.cat = 10
AND
dpa.published = 1
AND
dpa.type != 'deeppockets_item_link'
ORDER BY
created DESC
LIMIT
3
)
ORDER BY
created DESC
LIMIT
3130
(88.930130004883): (
SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.video != ''
AND
dp.video_source != ''
AND
dp.cat = 10
AND
dp.published = 1
AND
dp.type != 'deeppockets_item_link'
ORDER BY
created DESC
LIMIT
3
)
UNION
(
SELECT
dpa.id,
dpa.name,
dpa.title,
dpa.video,
dpa.video_source,
dpa.created
FROM
jos_deeppockets_archive AS dpa
WHERE
dpa.video != ''
AND
dpa.video_source != ''
AND
dpa.cat = 10
AND
dpa.published = 1
AND
dpa.type != 'deeppockets_item_link'
ORDER BY
created DESC
LIMIT
3
)
ORDER BY
created DESC
LIMIT
3131
(55.074691772461): SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.id = 294800513
LIMIT 1132
(36.954879760742): SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.id = 294800513
LIMIT 1133
(58.889389038086): SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.id = 294800359
LIMIT 1134
(29.087066650391): SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.id = 294800359
LIMIT 1135
(27.894973754883): SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.id = 294800361
LIMIT 1136
(26.941299438477): SELECT
dp.id,
dp.name,
dp.title,
dp.video,
dp.video_source,
dp.created
FROM
jos_deeppockets AS dp
WHERE
dp.id = 294800361
LIMIT 1137
(488.0428314209): SELECT *
FROM jos_deeppockets
WHERE 1=1
AND id=294799479
AND (type='deeppockets_item' OR type='deeppockets_item_link')
AND published='1'
LIMIT 1138
(363.11149597168): SELECT *
FROM jos_deeppockets_archive
WHERE 1=1
AND id=294799479
AND (type='deeppockets_item' OR type='deeppockets_item_link')
AND published='1'
LIMIT 1139
(306.12945556641): SELECT name FROM jos_deeppockets WHERE id=211140
(46.014785766602): SELECT name FROM jos_deeppockets WHERE id=211141
(524.99771118164): SELECT *,
DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up,
DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down
FROM jos_events
WHERE state=1
AND publish_up > NOW()
and extra_info REGEXP '((;)|(^))211((;)|($))' AND catid IN (0,110)
ORDER BY publish_up ASC LIMIT 3142
(473.97613525391): SELECT *,
DATE_FORMAT(publish_up,'%d %b %Y') AS date_publish_up,
DATE_FORMAT(publish_down,'%d %b %Y') AS date_publish_down
FROM jos_events
WHERE state=1
AND publish_up > NOW()
and extra_info REGEXP '((;)|(^))211((;)|($))' AND catid IN (0,110)
ORDER BY publish_up ASC LIMIT 3143
(59.843063354492): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1144
(44.107437133789): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1145
(!!!!! 10470.867156982): TRUNCATE TABLE jos_trademed_module146
(83.208084106445): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.cat=10
AND dp.id=294799479
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1147
(46.014785766602): SELECT dp.*, ch.title as channel, exp.name as author_name, exp.specialization as author_specialization, exp.images as author_photo FROM jos_deeppockets_archive as dp
LEFT JOIN jos_experts as exp
ON exp.id = dp.author
LEFT JOIN jos_deeppockets as ch
ON dp.fid = ch.id
WHERE 1=1
AND dp.cat=10
AND dp.id=294799479
AND (dp.type='deeppockets_item' OR dp.type='deeppockets_item_link')
AND dp.published='1' LIMIT 1148
(752.92587280273): SELECT *
FROM jos_deeppockets
WHERE 1=1
AND id=294799479
AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1149
(73.909759521484): SELECT *
FROM jos_deeppockets
WHERE 1=1
AND id=294799479
AND (type='deeppockets_item' OR type='deeppockets_item_link') AND published='1' LIMIT 1150
(46.014785766602): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1151
(36.001205444336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1152
(!!!!! 1014.9478912354): SELECT jos_item.*
FROM jos_item INNER JOIN jos_number ON jos_item.numberID=jos_number.id
WHERE 1=1
AND (jos_item.imgMini<>'')
AND jos_item.type='L'
AND jos_item.numberID= (
SELECT jos_number.id
FROM jos_number
WHERE jos_number.journalID IN (10)
and jos_number.id in (select distinct jos_number.id from jos_number join jos_item on jos_item.numberid=jos_number.id where jos_item.type='P')
ORDER BY (CONVERT(SUBSTRING(issue,1,2),SIGNED) + (CONVERT(SUBSTRING(issue,3,2),SIGNED)*100)) DESC
LIMIT 0,1
)
ORDER BY RAND() DESC LIMIT 6153
(50.067901611328): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1154
(36.001205444336): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1155
(56.982040405273): SELECT fid FROM jos_deeppockets WHERE cat=10 AND id=294799479 AND type='deeppockets_item' AND published='1' union SELECT fid FROM jos_deeppockets_archive WHERE cat=10 AND id=294799479 AND type='deeppockets_item' AND published='1' LIMIT 1156
(29.087066650391): select distinct links.*
from jos_textlinks links
join jos_textlinks_placement placement on links.id=placement.link_id
where journal_id=(10) and (channel_id=0 or channel_id is null)157
(26.941299438477): select distinct links.*
from jos_textlinks links
join jos_textlinks_placement placement on links.id=placement.link_id
where journal_id=(10) and (channel_id=0 or channel_id is null)158
(33.855438232422): SELECT livesite FROM jos_dp_categories WHERE id=10 AND published='1' LIMIT 1159
(49.114227294922): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1160
(33.855438232422): SELECT * FROM jos_deeppockets WHERE 1=1 AND id=294799479 AND published='1'
union
SELECT * FROM jos_deeppockets_archive WHERE 1=1 AND id=294799479 AND published='1'
LIMIT 1161
(40.054321289062): select jos_twitters.link from jos_twitters where cat=10162
(36.001205444336): select jos_facebook.link from jos_facebook where cat=10163
(30.040740966797): select jos_google_plus.link from jos_google_plus where cat=10164
(30.994415283203): select jos_linkedin.link from jos_linkedin where cat=10165
(214.0998840332): update jos_bannersmanager_banner
set impmade=impmade+1
where id in(14615,14202,14203)166
(!!!!! 1227.1404266357): insert into jos_banners_delta values (14615,'2025-05-01 05:51:44','3.18.213.37','view'),(14202,'2025-05-01 05:51:44','3.18.213.37','view'),(14203,'2025-05-01 05:51:44','3.18.213.37','view')
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