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tomamil.bsky.social
Associate Professor of Clinical Sciences at New York Institute of Technology, College of Osteopathic Medicine, Department of Osteopathic Manipulative Medicine. Views are my own | 🏳️‍🌈 www.tomamil.com
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As demonstrated in our latest NYITCOM publication, we advocate that future ML-driven diagnostic studies adhere to the recent @fda.gov's recommended credibility assessment by analyzing training dynamics alongside traditional performance metrics. DOI: 10.3390/info16060432

submitted 11 days ago • 0 comments

Most ML studies lack external validation, raising concerns about the reliability of their reported performance. Our latest NYITCOM study demonstrates how without external testing, models do not perform as expected in real-world clinical settings. DOI: 10.3390/surgeries6010003

submitted 164 days ago • 0 comments

Our first article of 2025, "Impact of Convulsive Maternal Seizures on Fetus Dynamics", is out in the International Journal for Numerical Methods in Biomedical Engineering; Volume: 41, Issue: 1. DOI: 10.1002/cnm.3901. Explore our insights into maternal-fetal health at NYITCOM.

submitted 170 days ago • 0 comments

Doctors' diagnoses were correct 74% of the time without AI, 76% with AI assistance. If relied solely on AI, accuracy soared to 90%, demonstrating “doctors’ unwavering belief in a diagnosis they made, even when a chatbot suggests a better one.” (Not suggesting they should let AI make the diagnoses.)

submitted 182 days ago • 0 comments

They decorated everyone’s office door. Finding a workplace with a positive culture is essential for our well-being and productivity. A healthy environment promotes collaboration, creativity, and growth. Lucky me to have found such environment at NYITCOM. 🥰

submitted 184 days ago • 0 comments

Student and professor with their poster on Deep Learning Assessment of Knee Osteoarthritis presented at NYITCOM’s First Annual Biomedical Research, Innovation, and Imaging Center Research Retreat. I’m constantly impressed by our research students’ dedication, creativity, and passion for discovery.

submitted 193 days ago • 0 comments

Psychosis is a serious mental disorder characterized by a disconnection from reality.

submitted 205 days ago • 3 comments

Representing New York Tech’s College of Osteopathic Medicine at the 8th International Conference on Computational & Mathematical Biomedical Engineering (at George Mason University) with talk titled, “Biomechanical Effects of External Loading on Uterus Dynamics and Fetal Stress”.

submitted 207 days ago • 0 comments

Huge thanks to our New York Tech College of Osteopathic Medicine student Daniel Nasef for sharing our research on AI-driven classification of diabetic patients at the 15th Annual Machine Learning Symposium, hosted by the New York Academy of Sciences at the New York Academy of Medicine.

submitted 208 days ago • 0 comments

Our research paper, "Regressive Machine Learning for Real-Time Monitoring of Bed-Based Patients," has been published in Applied Sciences! It introduces an ML model that enhances real-time monitoring of bedridden patients. A special shout-out to the NYITCOM student co-authors!

submitted 209 days ago • 0 comments

Representing New York Tech’s College of Osteopathic Medicine at the 18th Long Island Systems, Applications and Technology Conference, with our paper, "Algorithm Selection and Data Utilization in Machine Learning for Medical Image Classification," copublished with student physician Mr. Gazi Hussain.

submitted 210 days ago • 0 comments