BRN

1.89%

27.0¢ brainchip holdings ltd

Hi IDInteresting paper this is something which Professor Barry...

First 1440 Last

Share
Profile

Follow
Fact Finder

9,629 Posts.

25084

07/01/22

10:09

Post #: 58698590
Share

Originally posted by IndepthDiver: ↑

This planned paper by Hossam Haick for a special issue on gastic cancer sounds interesting. The paper submissions are for 31 March, so we'll probably see it in April / May. It talks about how they used machine learning and a breathalyser to detect gastic cancer with reasonably high accuracy.

Pure speculation, DYOR

https://www.mdpi.com/journal/diagnostics/special_issues/gastric_cancer1
Planned Papers
The below list represents only planned manuscripts. Some of these manuscripts have not been received by the Editorial Office yet. Papers submitted to MDPI journals are subject to peer-review.
1. Modular point-of-care breath analyzer for gastric cancer detection
Inese Polak，Manohar Prasad Bhandari, Linda Mezmale, Linda Anarkulova, Viktors Veliks, Armands Sivins, Anna Marija Lescinska, Ivars Tolmanis, Ilona Vilkoite, Igors Ivanovs, Marta Padilla, Jan Mitrovics, Gidi Shani, Hossam Haick and Marcis Leja
Abstract:Background: Gastric cancer is one of the deadliest malignant diseases with limited non-invasive screening and diagnostics possibilities. In this article we present a multi-modular device for breath analysis that is coupled with a machine learning approach for cancer-specific breath detection from shapes of sensor response curves (taxonomies of clusters). Methods: We analyzed breaths of 54 gastric cancer patients and 85 control group participants. The analysis was carried out using a breath analyzer with gold nanoparticle and metal oxide sensors. The response of the sensors was analyzed based on shapes of the curves, as well as other commonly used features for comparison. These features were then used to train machine learning models using Naïve Bayes classifiers, Support Vector Machines and Random Forests. Results: The accuracy of the trained models reached 77.8% (sensitivity: up to 66.54%, specificity: up to 92.39%). The use of the proposed shape-based features improved the accuracy in most cases, especially overall accuracy and sensitivity. Conclusions: The results show that the presented point-of-care breath analyzer and the data analysis approach are a promising combination for gastric cancer-specific breath detection. The cluster taxonomy based sensor reaction curve representation improved the results and can be used in other similar applications

Expand

Hi ID
Interesting paper this is something which Professor Barry Marshall was working on at the time he hooked up with Adam Osseiran on the Noisey Gut project.

Might be some rabbit holes there to explore as well.

My opinion only DYOR
FF

AKIDA BALLISTA

BRN Price at posting: 93.5¢ Sentiment: Hold Disclosure: Held
9 Upvote

0 Great analysis

Reply

There are more pages in this discussion • 55 more messages in this thread...

First 1440 Last

Add BRN (ASX) to my watchlist

(20min delay)
Last 27.0¢		Change 0.005(1.89%)		Mkt cap ! $501.1M

Open	High	Low	Value	Volume
26.5¢	27.8¢	26.3¢	$2.219M	8.205M

Buyers (Bids)

No.	Vol.	Price($)
5	240631	27.0¢

Sellers (Offers)

Price($)	Vol.	No.
27.5¢	954801	13

View Market Depth

No.	Vol.	Price($)
3	142150	0.270
12	1163838	0.265
9	206629	0.260
15	636710	0.255
49	965358	0.250

Price($)	Vol.	No.
0.275	159178	8
0.280	1637372	33
0.285	628870	16
0.290	1021449	27
0.295	816635	23

Last trade - 16.10pm 24/05/2024 (20 minute delay)


Last 27.0¢		Change 0.005 ( 2.20 %)
Open	High	Low	Volume
27.0¢	27.8¢	26.0¢	5382161
Last updated 15.59pm 24/05/2024 ?

BRN (ASX) Chart

Hi IDInteresting paper this is something which Professor Barry...

Featured News

Althea on a high as it opens cannabis drinks in the US with Flora Growth

Talisman expands Rip n Tear with lead grading 7.4% and silver at 59.2g/t in NSW

Yandal lines up prime gold targets at Ironstone Well-Barwidgee

Nimy seeks massive sulphide systems through surveying at WA prospects

The Telstra twist - What the job cuts decision mean for investors?

PlaySide to take gamers back to Westeros with new PC title

Market Update: Energy the sole green sector as dull US mood sours Friday down under

Webinar: What investors should know about what it takes for ASX-listed companies to get medical developments to market

Week 21 Wrap: NVIDIA's profits are up 600% – but this time, the market didn't really care

AIC Mines raises $57m to extend Eloise copper mine lifecycle

Buyers (Bids)

Sellers (Offers)

Featured News

Hi IDInteresting paper this is something which Professor Barry...

Featured News

Top Stories

Althea on a high as it opens cannabis drinks in the US with Flora Growth

Talisman expands Rip n Tear with lead grading 7.4% and silver at 59.2g/t in NSW

Yandal lines up prime gold targets at Ironstone Well-Barwidgee

Nimy seeks massive sulphide systems through surveying at WA prospects

The Telstra twist - What the job cuts decision mean for investors?

PlaySide to take gamers back to Westeros with new PC title

Market Update: Energy the sole green sector as dull US mood sours Friday down under

Webinar: What investors should know about what it takes for ASX-listed companies to get medical developments to market

Week 21 Wrap: NVIDIA's profits are up 600% – but this time, the market didn't really care

AIC Mines raises $57m to extend Eloise copper mine lifecycle

Buyers (Bids)

Sellers (Offers)

Featured News