When Tanish Tyagi published his first research paper a year ago on deep learning to detect dementia, it started a family-driven pursuit.
Great-grandparents in his family had suffered from Parkinson's, a genetic disease that affects more than 10 million people worldwide. So the now 16-year-old turned to that next, together with his sister, Riya, 14.
The siblings, from Short Hills, New Jersey, published a research paper in the fall about using machine learning to detect Parkinson's disease by focusing on micrographia, a handwriting disorder that's a marker for Parkinson's.
They aim to make a model widely accessible so that early detection is possible for people around the world with limited access to clinics.
Can we make some real change, can we not only impact our own family, but also see what's out there and explore what we can do about something that might be a part of our lives in the future? said Riya.
The Tyagis, who did the research over their summer break, attend prestigious U.S. boarding school Phillips Exeter Academy, alma mater to Mark Zuckerberg, Nobel Prize winners and one U.S. president.
When they aren't busy with school or extracurricular research, they might be found pitching their STEM skills-focused board game (pictured above), available to purchase through Kickstarter.
Spotting Micrographia for Signs Tanish decided to pursue research on Parkinson's in February 2021, when he was just 15. He had recently learned about micrographia, a handwriting disorder that is a common symptom of Parkinson's.
Micrographia in handwriting shows up as small text and exhibits tremors, involuntary muscle contractions and slow movement in the hands.
Not long after, Tanish heard a talk by Penn State University researchers Ming Wang and Lijun Zhang on Parkinson's. So he sought their guidance on pursuing it for detection, and they agreed to supervise the project. Wang is also working with labs at Massachusetts General Hospital in connection with this research.
Tanish and Riya's work aims to enhance prediction of Micrographia by performing secondary analysis of public handwriting images and adopting state-of-art machine learning methods. The findings could help patients receive early diagnosis and treatment for better healthcare outcomes , said Dr. Zhang, Associate Professor from Institute for Personalized Medicine at Penn State University.
In their paper, the Tyagis used NVIDIA GPU-driven machine learning for feature extraction of micrographia characteristics. Their dataset included open-source images of drawing exams from 53 healthy people and 105 Parkinson's patients. They extracted several features from these images that allowed them to analyze tremors in writing.
These are features that we had identified from different papers, and that we saw others had had success with, said Riya.
With a larger and more balanced dataset, their high prediction accuracy of about 93 percent could get even better, said Tanish.
Developing a CNN for Diagnosis Tanish had previously used his lab's NVIDIA GeForce RTX 3080 GPU on a natural language processing project for dementia research. But neither sibling had much experience with computer vision before they began the Parkinson's project.
Currently, the two are working on a convolutional neural network with transfer learning to put together a model that could be helpful for real-time diagnosis, said Riya.
We're working on processing the image from a user by feeding it into the model and then returning comprehensive results so that the user can really understand the diagnosis that the model is making, Tanish said.
But first the Tyagis said they would like to increase the size of their dataset to improve the model's accuracy. Their aim is to develop the model further and build a website. They want Parkinson's detection to be so easy that people can fill out a handwriting assessment form and submit it for detection.
It could be deployed to the general public and used in clinical settings, and that would be just amazing, said Tanish.
Most recent headlines
09/11/2025
Dalet today announced a transformative leap forward for media operations: Agentic Artificial Intelligence (AI) that unifies the Dalet ecosystem under one natura...
15/10/2025
Across the world, early-career reporters are interrogating systems that shape daily life, from mortuaries and classrooms to the corridors of legal education and...
15/10/2025
St. Louis Blues Pay Tribute to Ozzy Osbourne in New Pregame Open VideoThe NHL franchise worked with production firms 2WEI and 4th Floor CreativeBy Mark J Burns,...
15/10/2025
Cobalt Digital, G3DVu, Proxima Vision, and Telos Alliance Renew Premier Sponsors...
15/10/2025
By Paige Bethmann
Before my grandmother passed away in 2019, I went to visit her in the hospital where she'd been for a few weeks. When I arrived, the nurs...
15/10/2025
Two years ago, Spotify set out to grow the entire publishing industry by making ...
15/10/2025
People turn to DJ for a listening experience that feels personal, dynamic, and j...
15/10/2025
Las personas recurren a DJ para vivir una experiencia de escucha personal, din m...
15/10/2025
Rock legend Bruce Springsteen and luminary actor Jeremy Allen White came togethe...
15/10/2025
At Spotify, we're all about supporting rising talent and helping them connec...
15/10/2025
New SBS Documentary Series THE CANCER KILLERS Premieres 4 November on SBS & SBS ...
15/10/2025
SBS celebrates the Festivals of Lights with bold, illuminating stories across th...
15/10/2025
One of humanity's most profound questions continues: Is there any place in our galaxy suitable for life beyond Earth? NASA intends to find out, with the hel...
15/10/2025
eds3_5_jq(document).ready(function($) { $(#eds_sliderM519).chameleonSlider_2_1({ content_source:......
15/10/2025
Scality, a global leader in cyber-resilient storage software for the AI era, today announced the advancement of its comprehensive AI ecosystem certification pro...
15/10/2025
The Hollywood Professional Association (HPA) today unveiled key highlights of the 2026 HPA Tech Retreat, scheduled for Feb. 15 19 at the Westin Rancho Mirage Go...
15/10/2025
At NAB Show New York 2025 (Stand 244), Interra Systems will showcase the future of media QC, monitoring, and captioning, highlighting its award-winning, AI- and...
15/10/2025
Grass Valley today announced that RMC BFM, part of the CMA-CGM Group and France's third-largest private media group, has chosen Grass Valley's productio...
15/10/2025
Appear, the global leader in live production technology, will demonstrate how its powerful hardware and software innovations are shaping the future of hybrid, s...
15/10/2025
Rakim to Join Berklee's Hip-Hop Hall of Fame at Signature Series Concert The rap icon becomes the latest inductee, following luminaries such as Roxanne Sh...
15/10/2025
Berklee Brings Live Music to the Head of the Charles Student artists will perform on multiple riverfront stages during the 60th anniversary of the world's...
15/10/2025
CobbTV, the government access television channel for Cobb County, Ga. recently acquired an automated playout system from Pebble, a global provider of automation...
15/10/2025
OSLO, Norway Appear, the global leader in live production technology, will demonstrate how its powerful hardware and software innovations are shaping the future...
15/10/2025
NEW YORK The NBA is making major changes to the NBA App and NBA TV as it takes control of them from TNT Sports, which has long managed the league's digital ...
15/10/2025
SAN MATEO, Calif. In what promises to be a major expansion of interactive features and personalized content on the DirecTV platform, the operator and Glance hav...
15/10/2025
SAN JOSE, Calif. Roku has launched changes to its user interface (UI) that the streaming platform says will better showcase original programming on the platform...
15/10/2025
LOS ANGELES Software-defined data storage and data services provider OpenDrives has elevated Alex Dunfey to chief technology officer, responsible for driving th...
15/10/2025
Abu Dhabi, UAE October 15, 2025: Space42 (ADX: SPACE42), the UAE-based AI-powe...
15/10/2025
Sheldon Nichols and Will Trickett to find and prepare more classic cars for budget conscious would-be owners from Wiser Films
UKTV have recommissioned the clas...
15/10/2025
Wednesday 15 October 2025
Nick Cave
JPEG (275 KB)
Explore the creative univer...
15/10/2025
Wednesday 15 October 2025
From breaking up with your partner to quitting your job - new polling shows some messages are just too scary to send
Over a fifth (...
15/10/2025
Rohde & Schwarz unveils compact MXO 3 oscilloscopes with 4 and 8 channels: Advan...
15/10/2025
Back to All News
Revenge Series The Resurrected' Captivates Audiences Across Asia
Entertainment
15 October 2025
GlobalTaiwan
Link copied to clipboard
...
15/10/2025
Back to All News
Bringing the Best in VFX and Virtual Production Together as Eyeline
Jeffrey Shapiro
CEO, Eyeline
Business
15 October 2025
GlobalCanadaInd...
15/10/2025
Deployed by Astound Business Solutions, Harmonic's Primary Distribution Solution Ensures Outstanding Video Quality and Seamless Ad Insertion at the Edge
SA...
15/10/2025
Collaboration extends a trusted relationship as RMC BFM invests in scalable, fut...
15/10/2025
Series coming in 2026 stars Tom Vaughan-Lawlor, Justine Mitchell and Jason O'Mara released today
RT today released first look images of new comedy-drama ...
14/10/2025
SVG Europe Summit 2025: All Sessions Now Available to Watch on SVG PLAYNetworking event that preceded IBC2025 shone a light on elite live sports innovation acro...
14/10/2025
SVG Sit-Down: Author Rich Podolsky on Writing Madden & Summerall: How They Revo...
14/10/2025
SVG All-Stars: Michael Reiners, Coordinating Producer, FloRacingThe Illinois State grad steers a vast schedule of motorsports events at tracks across the countr...
14/10/2025
Content protection: Getting the right management for your DRM By Neal Romanek
Friday, October 10, 2025 - 10:11
Print This Story
Eluvio power the EPCR'...
14/10/2025
As League Takes Over Ops, NBA TV and NBA App Add 60 Games, Weekday Studio Show, ...
14/10/2025
Time and effort: World's largest student-led broadcast prepares to go On Air...
14/10/2025
(L-R) Guest, Kimberly Robinson Jones, Geeta Gandbhir, Pamela Dias, and Takema Ro...
14/10/2025
Lossless ist jetzt mit Spotify Premium verf gbar.
Verlustfreies Audio war eine...
14/10/2025
La qualit Lossless est disponible sur Spotify Premium.
Le format sans perte de...
14/10/2025
For the seventh edition of Spotify and FC Barcelona's artist jersey series, ...
14/10/2025
Spotify is committed to bringing the best listening experience to all our users, and that includes parents and families. That's why we're expanding mana...
14/10/2025
Since its debut, the Spotify Original podcast Caso 63 has been more than just a story; it's been a cultural sensation. The science fiction thriller captivat...
When Tanish Tyagi published his first research paper a year ago on deep learning to detect dementia, it started a family-driven pursuit.
