
July 2025
Friends,

- 408 slices of pizza consumed
- 32,400 seconds together
- 7 faculty and staff brains picked
- 9 institutions represented
- 9 weeks of fun
- Francois Peltier, Transformation Lead, Nissan Motor Company
From Classroom to Boardroom: How Students Delivered $72M in Business Value with AI (Monday August 11, 2025) - Will Croushorn, MBA, AI Product Manager, The Wendy’s Company. AI in Practice: Behavioral Design and Feedback from the Drive-Thru Frontier
Finally… If you follow any of our social media, I’m sure that you are aware that today (July 31) is the last day to pre-register for the 2025 AI Summer School. Limited onsite registration will be available.
Best wishes,
Nashville to Reykjavík: Marilyn Lionts Opens the VALIANT REACH
We are excited to share that Marilyn Lionts (HRBL Lab, advised by Prof. Yuankai Huo) served as our inaugural VALIANT REACH Scholar, completing a June exchange in the laboratory of Dr. Lotta María Ellingsen at the University of Iceland. “I definitely thought it was worth it. I really, really enjoyed it,” she said, adding that the program let her “branch out of my normal area, but also really enhance the skills I need for my research topic,” underscoring VALIANT REACH’s mission to advance AI for societal benefit through immersive global collaboration.
During the one‑month “science sprint,” Marilyn shifted from her Vanderbilt focus on Raman spectroscopy and photonics (“my main work… is using AI for different applications of Raman spectroscopy”) to fingerprint image analysis for underdiagnosed developmental conditions. “There’s this condition called Kabuki syndrome… characterized by having fetal fingerprint pads,” she explained. While a previous study was able to differentiate these patients’ fingerprints from controls, a new dataset with similar physical fingerprint characteristics (Wiedemann-Steiner syndrome) has made the differentiation task more complex. The team asked, “Could we tell the difference between these two syndromes, or is the model only picking up the fat pads?” while exploring how a vision transformer might extend the prior CNN results within an emerging mobile fingerprint collection app.
Cultural immersion amplified the technical gains. Marilyn highlighted Icelandic National Day—“costumes and everyone there with their Iceland flags”—a Viking heritage festival with staged bouts (“even the little kids, which was so cute”), and a Golden Circle excursion: seeing geysers and “that big waterfall… that was really breathtaking.” These experiences, alongside peers from around the world, deepened her international network.
Reciprocal momentum now continues as Dr. Ellingsen’s student prepares to visit Nashville: “She should be here in October… we have a lot of things planned.” Marilyn’s guidance is clear: “It’s hard to imagine a person who shouldn’t do it,” and future scholars should “be very open minded and really make an effort to talk to all the people there… and really try to make those connections.” With this successful pilot, we look forward to expanding VALIANT REACH, applying lessons in advance project scoping, clinician engagement, and structured cultural exchange.
From Serverless to Super-
intelligence: Fred Weitendorf’s Accretional Leap
VALIANT Ventures
- Drs. Yuankai Huo, Jason Valentine, and Bryan Millis received a $1.2M NSF CPS Medium grant, with the title “iCMS: Intelligent Cyber Microscopy System for Long-term Microscope Imaging.”
- VALIANT will play an essential leadership role in organizing the newly announced MIDL 2026 conference, with Dr. Huo as Program Committee Chair, Dr. Landman as Satellite Event Chair.
- Aravind Krishnan received a MIDL 2025 Travel Award for Research.
Welcome, Tissue Connect Systems
We’re excited to announce a new industry affiliate partner: Tissue Connect Systems!Neurdy Lab members (& friends) at OHBM in Brisbane
Society Distinction
Service Accolades
VALIANT Pulse Summer Series Continues
We’re excited to continue the VALIANT Pulse summer podcast series — a collaboration between VALIANT and Gemini. Each short, AI-assisted, human-curated episode translates cutting-edge scientific research into engaging stories for a broader audience. Available on Spotify, Amazon, iHeartRadio, or whereever podcasts are found. (This week features work by Drs. Maldonado, Sandler, and Landman: “Seeing Through Time: AI Models for Lung Cancer Risk and Diagnosis”.) Feedback is welcome as we build this bridge from the lab to the world.Next Week: Foundational AI for Astrophysics
Alchemists’ Corner
- TOI-6478 b: A cold underdense Neptune transiting a fully convective M dwarf from the thick disc
- Radiomic € Stress Test’: exploration of a deep learning radiomic model in a high-risk prospective lung nodule cohort
- Testing the Rossby Paradigm: Weakened Magnetic Braking in Early K-type Stars
- Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
- The association between poor sleep health and Alzheimer’s disease structural neuroimaging biomarkers
- Thymomas and Thymic Carcinomas, Version 2.2025
- Microstructural Characterization of Short Association Fibers Related to Long-Range White Matter Tracts in Normative Development
- Defining and Assessing Students’ Computational Thinking in a Learning by Modeling Environment
- Eye movements as predictors of student experiences during nursing simulation learning events
- Systematic assessment of bone and soft tissue tumors on whole-body CTs of 45 mummies from ancient Egypt
- Functional contrast across the gray-white matter boundary
- White Matter Abnormalities and Cognition in Aging and Alzheimer Disease
- TOI-2407 b: a warm Neptune in the desert
- Body size and intracranial volume interact with the structure of the central nervous system: A multi-center in vivo neuroimaging study
- Giant Outer Transiting Exoplanet Mass (GOT ‘EM) Survey. VI. Confirmation of a Long-period Giant Planet Discovered with a Single TESS Transit
- Quantitative mapping of cerebrovascular reactivity amplitude and delay with breath-hold BOLD fMRI when end-tidal CO2 quality is low
- Curating retrospective multimodal and longitudinal data for community cohorts at risk for lung cancer
- Development of the arcuate fasciculus is linked to learning gains in reading
- Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease
- Studying Programmers Without Programming: Investigating Expertise Using Resting State fMRI
- Who’s Pushing the Code? An Exploration of GitHub Impersonation
- Continuous wavelet based transfer function analysis of cerebral autoregulation dynamics for neuromonitoring using near-infrared spectroscopy
- Pancreatic islet β-cell subtypes are derived from biochemically-distinct and nutritionally-regulated islet progenitors
- Development of a Machine Learning Model for Determining Alignment in Knees Following Total Knee Arthroplasty
- Survey of Navigational Perception Sensors’ Security in Autonomous Vehicles
- Learning Words Orthographically Enhances Subsequent Word Processing During Sentence Reading: Extending the Visual Word Learning Advantage
- Mpox lesion counting with semantic and instance segmentation methods
- Tractography from T1-weighted MRI: Empirically exploring the clinical viability of streamline propagation without diffusion MRI
- White matter tract microstructure, macrostructure, and associated cortical gray matter morphology across the lifespan
- White Matter Geometry Confounds Diffusion Tensor Imaging Along Perivascular Space (DTI-ALPS) Measures
- Bronchoscopic lung volume reduction: Model for assisted target lobe selection


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