Milan Toma
@BioFSILab
Followers
19
Following
140
Media
49
Statuses
74
Associate Professor of Clinical Sciences at New York Institute of Technology College of Osteopathic Medicine @NYITCOMDO
New York
Joined October 2023
My dog doesn’t like the book. He knows it’s the reason I wasn’t playing with him enough.
0
0
0
From our latest @NYITCOMDO publication, "The objective of this study was not the maximization of predictive performance, but rather the demonstration of the essential role of clinical expertise in the development of reliable ML models for healthcare" DOI: 10.3390/surgeries6040087
0
1
2
Actually, it's the flu itself (not the shot) that can harm your immune system and make you more likely to get other infections. The flu damages your airways, temporarily weakens immune defenses, and disrupts your respiratory microbiome, which makes you more prone to infections.
RFK JR: “People who take the flu shot are protected against that strain of flu, but they’re 4.4x more likely to get a non-flu infection … It injures your immune system so that you’re more likely to get a non-flu viral upper respiratory infection”
0
0
0
Tomorrow is the day, presenting on AI-Assisted Medical Diagnostics, which also happens to be the title of my class at @NYITCOMDO, and my book! Join me during #AIWeekNY, NYC’s citywide AI festival by @pulsetechnyc, my session is on Zoom, at 1PM EDT. RSVP:
luma.com
This event offers a detailed, clinically oriented examination of the integration of artificial intelligence (AI) and machine learning (ML) into medical…
1
2
2
Presenting on 🤖 AI-Assisted Medical Diagnostics, which also happens to be the title of my class at @NYITCOMDO, and my book! 📚 Join me during #AIWeekNY, NYC’s citywide AI festival by @pulsenyc. 🌆💡 My virtual session is on Zoom, Oct 7 at 1PM EDT. RSVP 👉 https://t.co/KixALlqnmM
0
2
5
First time speaking at a medical conference, great experience! #OMED2025 Loving the energy, the learning, and yes, the awesome freebies from the exhibitors 🥰
We had a great crowd at our booth today! Thanks to everyone who stopped by—so wonderful seeing so many familiar faces. Come visit us at Booth #926 and say hello! Click for more photos! https://t.co/jobM0biLWP
#OMED25 #NYITCOM @aoafordos #nyitcomar #nyitcomalumni #OMED2025
1
2
5
New on The Scope – Ep. 45: The Impact of AI on Medical Education & Healthcare Hear from experts on how #AI is reshaping medicine today and tomorrow. A must-listen for future physicians, providers & patients alike! Listen: https://t.co/8pusweEKuq
#NYITCOM #HealthcareInnovation
0
2
3
End-of-rotation surveys aren’t just paperwork—they shape the curriculum. Take 5 minutes to leave thoughtful feedback. It makes a difference.
0
2
2
Join us at #WellnessSummit2025 to explore wellness, AI, & the future of healthcare. 📅 Nov 5–7 | 📍 Skytop Lodge, Poconos Register: https://t.co/coY2iilRDq
#PhysicianWellness #CME #BurnoutPrevention #HealthcareInnovation #NYITCOM
0
3
3
Excited to share my new book: AI-Assisted Medical Diagnostics! It is a practical guide for clinicians; teaching you how to spot trustworthy AI/ML tools vs. hype in medical diagnostics. Learn to evaluate, integrate, and question AI solutions for safer, smarter patient care.
1
1
4
From our recent @NYITCOMDO paper: rooted in clinical science, our priorities differ from those of purely engineering teams; rather than approaching the work solely from algorithmic vantage point, we maintained a focus on clinical translation. DOI: 10.3390/bioengineering12080845
1
1
3
Our latest research, "EEG-based Pain Detection," published. It was a collaboration between @NYITCOMDO and the Medical University of Vienna (@MedUni_Wien), highlighting the importance of transparent ML pipelines for clinically relevant pain assessment. DOI: 10.20935/AcadBiol7790
1
1
5
Our latest @NYITCOMDO literature review on integrating artificial intelligence in clinical practice, hospital management, and health policy is now published in Journal of hospital management and health policy, DOI: 10.21037/jhmhp-24-138
0
1
3
Our latest @NYITCOMDO publication on training clinically actionable machine learning models in healthcare (ensuring a more comprehensive assessment of model robustness and clinical applicability); co-authored with three outstanding student doctors! DOI: 10.3390/a18060343
0
1
2
Using AI to detect ECG abnormalities, #NYITCOM's Dr. Milan Toma @BioFSILab and student doctor Daniel Nasef teamed up with engineering students to train AI models on anonymized data. Their goal: improve accuracy and efficiency in cardiac diagnoses. https://t.co/rfrsuSxJYo
0
1
1
Caleb Neal is our @NYITCOMDO student. He played semi-professional hockey in Sweden as a graduate student at Augusta University. Read his article on 'How Hockey Can Prevent Brain Injury Among Players.'
brainfacts.org
From professional to youth leagues, the hockey world is debating how to reduce concussion risk among players while preserving the spirit of the sport.
0
2
3
As demonstrated in our latest @NYITCOMDO publication, we advocate that future ML-driven diagnostic studies adhere to the recent @US_FDA's recommended credibility assessment by analyzing training dynamics alongside traditional performance metrics. DOI: 10.3390/info16060432
0
1
2
Could stretchable chinstraps on helmets reduce brain stress during impacts? 🧠💥 Our latest @NYITCOMDO (Collaboration between @NYITsportsmed & @NYITOMM) study published in 'Applied Sciences' explores this question! #HelmetSafety
0
1
4
🚀 Call for Papers: Special Issue on "AI-Assisted Medical Diagnostics" 🧠 📚 Guest Editor: Dr. Milan Toma. 🔍 Explore the full details and submission guidelines here: https://t.co/dtSricQDRo
#machinelearning #healthcare #medicaldiagnosisalgorithms #datadrivenmedicalsolutions
0
1
1