Publications

Preprints

Behavior measures are predicted by how information is encoded in an individual’s brain.
Jennifer Williams, Leila Wehbe
arXiv code

Discriminative Subtyping of Lung Cancers from Histopathology Images via Contextual Deep Learning.
Benjamin J. Lengerich, Maruan Al-Shedivat, Amir Alavi, Jennifer Williams, Sami Labbaki, Eric P. Xing
medRxiv

Peer-reviewed publications

* denotes equal contribution and joint lead authorship.

Same cause; different effects in the brain.
Mariya Toneva^*, Jennifer Williams^*, Anand Bollu, Christoph Dann, Leila Wehbe
CLeaR 2022.
arXiv code

LSD1 dual function in mediating epigenetic corruption of the vitamin D signaling in prostate cancer.
Sebastiano Battaglia, Ellen Karasik, Bryan Gillard, Jennifer Williams, Trisha Winchester, Michael T. Moser, Dominic J. Smiraglia, Barbara A. Foster
Clinical Epigenetics.
journal pdf

Conference presentations

Same Cause; Different Effects in the Brain
Mariya Toneva^*, Jennifer Williams^*, Anand Bollu, Christoph Dann, Leila Wehbe
Causal Learning and Reasoning Conference, CLeaR 2022 spotlight talk and poster.
spotlight slides poster

Behavior Measures are Predicted by How Information is Encoded in an Individual’s Brain
Jennifer Williams, Leila Wehbe
Organization of Human Brain Mapping, OHBM 2022 poster.
poster
Computational and Systems Neuroscience, COSYNE 2022 poster.
poster
Neuromatch Conference 4, NMC4 2021 flash talk.
video

Leveraging Brain Encoding Models to Predict Individual Differences in Behavior
Jennifer Williams, Leila Wehbe
Society for Neuroscience, SFN 2021 poster.

All Terrain Graph-Learner-CPC: Causal Model Discovery for Missing Not at Random Data
Jennifer Williams, Takis Benos
Intelligent Systems for Molecular Biology/European Conference on Computational Biology, ISMB/ECCB 2019 poster.
abstract

Contextual Explanation Networks Enable Integrated Analysis of Imaging and Genomic Data
Ben Lengerich, Maruan Al-Shedivat, Avinava Dubey, Amir Alavi, Jennifer Williams, Eric Xing
Intelligent Systems for Molecular Biology, ISMB 2018 poster.
abstract

Learning Causal Models from Missing Not at Random Data in Clinical Datasets
Jennifer Williams, Takis Benos
NIH Training Grantees Meeting of the National Institute of Biomedical Imaging and Bioengineering, NIH NIBIB 2018 poster.

Preliminary Results on the Prevalence of Physiology Students’ Homeostatic Misconceptions
Ann Wright, Jenny McFarland, William Cliff, Joel Michael, Harold Modell, Jennifer Williams, Mary Pat Wenderoth
Experimental Biology, EB 2013 poster.

Mentoring: A Collaboration Between Higher Education and Urban After School Outreach Programs
Jennifer Williams, Ann Wright
Science Teachers Association of New York State Conference, STANYS 2012 talk.