Innolitics @innoliticsdev
We write medical device software. innolitics.com NYC, Denver, Austin Joined March 2015-
Tweets395
-
Followers150
-
Following81
-
Likes20
We are live. Join us for a cup of coffee and an interesting conversation about RSNA 2024 + free SaMD AI/ML Tips :) hubs.li/Q02_qsR90
I can't wait to try OpenAI o1 (full version)! It is also interesting OpenAI is granting some free licenses to medical researchers specifically. So far the reception appears promising!
What a wonderful end to #RSNA24 Special thanks to our team who helped make this conference a success 😊
Delicious end to #RSNA2024 Day 3 One more to go!
FDA just issued the final PCCP for AI Guidance! Here’s the link: hubs.li/Q02-7-WP0
We’re excited for day three of RSNA! We’ve already talked to dozens of companies at our booth—big and small—about their problems bringing radiology AI and software onto the US market. I’m always inspired by the grit of many of these talented people.
What a wonderful day 1 at #RSNA !!! Met a lot of new faces. And a lot of familiar faces. And a lot of LinkedIn faces that I can attach a 3D model to. And a lot of LinkedIn faces that are a lot taller in person than I had anticipated. See you at day 2.
Ready to rock at RSNA! Come visit us near the AI Theater. #RSNA
Is all synthetic data created by generative AI? In the strictest sense. Yes. But FDA introduces a bit of nuance: Knowledge based methods are hand crafted algorithms to create synthetic data. Generative methods are more black box but are a lot more realistic.
Wow! FDA has done their homework on synthetic data generation for medical devices. GANs, Diffusion based, Finite element analysis, Autoencoders, VAEs. This is a nice inventory of papers you can use to justify your future FDA application using synthetic data... from FDA :).
Investor: "Let's include Gen-AI to increase our valuation" Engineer: "Yes! It will be fun" DON'T. READ THIS FIRST. FDA says: If it can be done without Gen-AI, then do it without Gen-AI. FDA strategy is opposite to SBIR strategy. Novelty is not an asset—it is a risk.
We had mentioned during a weekly coffee QA chat that we have yet to clear an algorithm using continuous learning. Turns out FDA has not either :) Let's change that. Comment below if you have one. #fda #ai #medicaldevices
Will FDA regulate your Gen-AI enabled device? There are three options: 1. It is not a device (e.g. educational tools, admin, general wellness) 2. It may be a device but FDA won't regulate (e.g. "simple tasks") 3. It is a device and FDA intents to regulate (everything else)
Got a Gen-AI enabled med device that diagnoses across broad areas of medicine? Make sure your marketing and regulatory teams are talking. FDA thinks this will create the need for new types of scientific evidence for premarket evaluation. This likely means a De Novo or PMA.
Be sure to describe your dataset provenance for an FDA submission. I like to use visuals, tables, etc like the one shown here. If FDA can't find the information they are looking for in 10 minutes, they will probably bounce it right back to you.
Ready to rock! Come see us at The MedTech Conference this week at Booth #1017 #medicaldevices #fda #medtech
Come visit us at MedTech Conference in Toronto next week! Book a meeting to reserve your spot in advance: hubs.li/Q02SYW7F0
We can now submit small business determinations (SBD) electronically! Why do you need one? You need to file the SBD to qualify for the cheaper small business 510(k) review fee. Standard (non-small business) fee: $24,335 Small business fee: $6,084
Here is my take on the Apple Sleep Apnea Notification Feature FDA study. Why did they design the study the way they did? What is the mechanism of action of the device? #samd #fda #applewatch #aimd
Bhaskar P Kumar Manda... @Bpkmandal
215 Followers 4K Following It depends on you. Understand it as you wish, but don't misunderstand it
Tasnia @Tasniaadi4
0 Followers 48 Following
Vinay Jogani @jogani_vinay
52 Followers 384 Following Data Engineer | ML/AI & Production MLOps | Healthcare AI & Quantitative Finance | MSIS @ NEU ’25 | VJTI Alumnus
Yass @EltaYass
5 Followers 141 Following Head of AI engineering. Dad. Hobbyist lifter & dev. https://t.co/xbm3GO4a5A https://t.co/qQ2rV9bG2D
Adelbert Stark @AdelbertSt31251
119 Followers 5K Following
Emre Arıkan @OeaWorks
1 Followers 141 Following
Saluki_55 @Saluki_55
482 Followers 1K Following
pangyuteng @pangyuteng
1 Followers 21 Following ml, computer vision. 3d signal processing by day, 1d signal processing by night.
Nikita Lohar @NikitaLohar_08
4 Followers 53 Following
Deepesh @i_am_deepesh
48 Followers 2K Following
Rui Lv @RuiLvCOM
0 Followers 3 Following
Renzo Phellan @Renzo20242
0 Followers 2 Following
Musanje Richard @MusanjeRichard5
450 Followers 836 Following Computer engineering student @Busitema AI is future 😋 My insight about certain things #Zindi
Thisio @ThisioI11LLL
35 Followers 4K Following
ismail @ialramahiGmail
398 Followers 6K Following
Kory Dillman @korydillman
556 Followers 1K Following Jeepin around #baseball fields in the midwest. May also mention bicycles or global medical device regulation or SaMD
french fries @frenchFries_7
0 Followers 15 Following
Actually Aubrey @ActualAubrey
55 Followers 376 Following I do R&D at a medical device startup. Recovering former political professional. Gamer. Coder. Punk Rocker. Cat mom. She/her.
idiom_crepon @idiom_crepon
3 Followers 32 Following Tech startup founder passionate about innovation, disruption, and changing the world. #Founder #Tech #Innovation
Trey Robbins @trobbinswrites
182 Followers 388 Following I help companies build products by applying lean methodologies that streamline development, add intelligence to manual processes, kill waste and retain revenue.
Qiong Wu @QiongWu1541912
0 Followers 2 Following
Anirudh Narayana @Anirudh_K_N
58 Followers 162 Following Born 1998. Youtuber as a passion. Work when you are alive, Sleep when you die. ಕನ್ನಡವೇ ಸತ್ಯ ಕನ್ನಡವೇ ನಿತ್ಯ ನಾನಾಡುವ ಉಸಿರಲ್ಲೂ ಕನ್ನಡ.
maiby @maejby
2 Followers 61 Following
rupesh $6k @srk_rupesh
41 Followers 120 Following #Apachen❤️❣ VEGAN✌️ $!ñGlé😍 biomed engg😍⚕️ #Alive since mar17😍🤫 #Ride LUV🏍️🏍️🤩😁 😍Luv traveling alone😎
Owen Seymour @owen_seymour
768 Followers 2K Following Data science, AI/ML, computer vision, medical imaging. Creator of ScraperFC. I just want 2016 Spurs back.
Ethan Paoletti @Arcanixus
0 Followers 4 Following
Frank kwizera @frankwizera
236 Followers 523 Following Software Engineer | Passionate about building high performant distributed systems
Alessandro Di Matteo @AlessandroDM97_
6 Followers 63 Following Master's Degree in Software Engineering for Adaptive Systems (SEAS) - PhD student in Information and Communication Technology @UnivAq
SaaSyExecutive @SaaSyExecutive
18 Followers 378 Following
Codefluent @codefluent
6 Followers 84 Following I break stuff and try to put it back together. Let me know if you're up for some mayhem.
Patty q @pquirk17
325 Followers 1K Following
Anoop Asokan @AnoopAsokan13
2 Followers 92 Following
John Behr @johnebehr
3 Followers 6 Following
santosh @santosh07033
11 Followers 607 Following
TransparentHealthTech @TranspaTech
92 Followers 503 Following Advocates for Transparency in Health Tech. #Advocate for #beneficial #health #tech #Future + #Impact #accessible + #fair + #inclusive + #ethical + #transparent
Matt Hayden @_N0VUM
0 Followers 2 Following
Santiago Berniz @sanberniz
14 Followers 172 Following
Biro @BillyRdz
55 Followers 253 Following
Yujan Shrestha @YujanShrestha2
0 Followers 1 Following
Reshma Khilnani @ReshmaKhilnani
2K Followers 2K Following CEO at Medplum. Previous: Visiting Partner @ YC, founder Droplet, MedXT. Facebook, Microsoft, Box, MIT Alum.
Jared Seehafer @seehafer
1K Followers 1K Following Policy @US_FDA. Prev: CEO & Cofounder @EnzymeCorp (acq’d) // @ycombinator alum // angel investor. These posts do not necessarily represent the views of the FDA.
IndyDevDan @IndyDevDan
2K Followers 146 Following Sr. Engineer and Indie Developer. Building agentic software. Not really on twitter, see you on Youtube!
Ubuntu Developers @ubuntudev
30K Followers 67 Following
Go News @golang_news
31K Followers 1 Following Keep up to date with the latest Go news from HackerNews, Reddit and the official Go blog
Engineering at Meta @Meta_Engineers
214K Followers 197 Following Engineering at Meta is a technical news resource for engineers interested in how we solve large-scale technical challenges at Meta.
Meta for Developers @MetaforDevs
320K Followers 89 Following Build the future and scale with us by leveraging advanced tools and technologies, from AI to MR.
Linux Foundation Educ... @Linux_Education
24K Followers 483 Following Linux Foundation Educations’s training & certifications help open source IT pros grow. Learn more: https://t.co/GaLx71rYrH
Arduino @arduino
495K Followers 382 Following Arduino is a global leader in open-source hardware and software, with over 30 million developers worldwide.
Phoronix @phoronix
69K Followers 118 Following Founded by @MichaelLarabel in 2004, Phoronix is the largest #opensource news, #Linux hardware reviews & Linux PC/server/HPC performance benchmark site.
Raspberry Pi @Raspberry_Pi
614K Followers 1K Following We make very small computers which you can buy from just $4. We are also the literal coolest. Be excellent to each other. Tech support: https://t.co/ZEBSfmuErK
Golang Weekly @golangweekly
70K Followers 103 Following Daily Go / #golang news and links. Logo by Renée French. Published by the @Cooperpress teamGuido van Rossum @gvanrossum
308K Followers 480 Following Python's BDFL-emeritus, Distinguished Engineer at Microsoft, Computer History Fellow, fully vaccinated. Opinions are my own. He/him.
Santiago @svpino
452K Followers 566 Following Computer scientist. I teach hard-core AI/ML Engineering at https://t.co/THCAAZcBMu. YouTube: https://t.co/pROi08OZYJ
Google Cloud @googlecloud
567K Followers 745 Following Welcome to the new way to cloud. Questions? ➡️ https://t.co/BFKBu3tEmS For do-ers & makers ➡️ @GoogleCloudTech Watch #GoogleCloudNext on demand ⬇️
Linux Today @linuxtoday
468K Followers 74 Following Linux news and how-to's collected from all over.
TypeScript @typescript
417K Followers 50 Following TypeScript is a language for application-scale JavaScript development. It's a typed superset of JavaScript that compiles to plain JavaScript.
Canonical @Canonical
111K Followers 523 Following Secure enterprise open source for the world. We're also the publisher of @Ubuntu, the most popular and reliable Linux OS. #AI #MLOps #Robotics #IoT #Cloud
The Linux Foundation @linuxfoundation
588K Followers 9K Following A nonprofit organization enabling mass innovation through open source. #linux #kubernetes #riscv #hyperledger #anuket #openssf #openjs #o3de and more!
Scientific Python @SciPyTip
210K Followers 18 Following Tweets about SciPy (Scientific Python) and related topics from @JohnDCook.
crates.io status @cratesiostatus
6K Followers 3 Following Is your https://t.co/NctFWNpRs8 running? Outages, status updates, and new features for your favorite @rustlang package registry
This Week in Rust @ThisWeekInRust
33K Followers 31 Following Cataloguing the Rust community's awesomeness. Also at https://t.co/nGTNd2tHk4 #rustlang
The Debian Project @debian
277K Followers 4K Following The Universal Operating System; follow our news via https://t.co/zD9A4YClrc and https://t.co/wHPftZFODt
GNOME @gnome
196K Followers 297 Following Our community of contributors makes GNOME, GTK, and several cross-desktop projects and libraries to further our mission. Donate: https://t.co/Yw9gwvF0Py
NumFOCUS @NumFOCUS
27K Followers 1K Following Our open source scientific software projects are changing the world. We support projects like Pandas, Julia, & NumPy + organize @PyData!
System32comics_Advanc... @System32comicsA
14K Followers 11 Following user.follow("@System32Comics"); if ( user.UnderstandProgramming() ){ user.follow("@System32ComicsA"); }
System32Comics @System32Comics
58K Followers 131 Following A Tech Webcomic Programming comics: @System32ComicsA
Rodrigo 🐍🚀 @mathsppblog
42K Followers 414 Following Python deep dive every Monday 🐍🚀 https://t.co/5mtbRI2bxz
Django @djangoproject
182K Followers 146 Following A high-level Python Web framework that encourages rapid development and clean, pragmatic design. Tweets by Django Software Foundation
Slack @SlackHQ
433K Followers 121K Following On a mission to make your working life simpler, more pleasant, and more productive.
I Am Devloper @iamdevloper
396K Followers 0 Following just your friendly neighbourhood printer fixer 💸 promotional content: https://t.co/mz9fc9Cprl https://t.co/JcbaPh9EXs - daily dev puzzle
foone🏳️⚧️ @Foone
124K Followers 457 Following Hardware / software necromancer, collector of Weird Stuff, maker of Death Generators. (she/they🏳️⚧️) mastodon: https://t.co/YBNfbN1vVU
Python Software Found... @ThePSF
692K Followers 126 Following The nonprofit organization behind the Python programming language. For help with Python code: https://t.co/XDHPttz2Xv On Mastodon: @[email protected]
Rust Language @rustlang
153K Followers 2 Following A programming language empowering everyone to build reliable and efficient software. ** This account is no longer active. Follow us on other platforms! **
Rust Foundation @rust_foundation
41K Followers 179 Following The nonprofit dedicated to stewarding the Rust programming lang & its community 🦀 bsky: https://t.co/pURKYFM3az Mastodon: rustfoundation
Developers @XDevelopers
686K Followers 760 Following The voice of the X Dev team and your official source for updates, news, and events, related to the X API.
remoteindex @remoteindex
246 Followers 1K Following Looking for a remote work position? We can find one for you with all company details! 👩💻💻 made by @krolow
SIIM Training @SIIMTraining
2K Followers 2K Following Welcome to SIIM Training. We provide Healthcare Imaging and #IT training on #PACS, #DICOM and #HL7.
Lilith @imjustlilith
151 Followers 185 Following 💻🦝💙✌️++ it's me, Lilith! 🌈✨ I'm also over at: @[email protected] @[email protected] @justlilith@github



















