Machine Learning II

Sponsored By 

Session Chair(s)

• HN

  Hoan Ngo

  Florida Southern College
• 

  Patrick Boyle, FHRS, FAHA (he/him/his)

  Associate Professor
  University of Washington
  Seattle, Washington, United States

Track Chair(s)

• 

  Patrick Boyle, FHRS, FAHA (he/him/his)

  Associate Professor
  University of Washington
  Seattle, Washington, United States
• 

  Mohammad Fallahi-Sichani, PhD (he/him/his)

  Associate Professor
  University of Virginia, Virginia, United States

Presentations:

• 3:45 PM – 4:00 PM EST

  PTM-Mamba: A PTM-Aware Protein Language Model with Bidirectional Gated Mamba Blocks
  

  Presenting Author: Zhangzhi Peng, PHD – Duke University

  Co-Author: Benjamin Schussheim – Duke University

  Primary Investigator: Pranam Chatterjee – Duke University

  Presenting Author: Sophia Vincoff (she/her/hers) – Duke University
• 4:00 PM – 4:15 PM EST

  Reinforcement Learning Control of Simulated DNA Nanotechnology
  

  Presenting Author: Emily R. Swist (she/her/hers) – University of Pittsburgh

  Primary Investigator: Warren C. Ruder, PhD (he/him/his) – University of Pittsburgh
• 4:15 PM – 4:30 PM EST

  Spatially resolved classification of kidney topography and multicellular composition with deep learning
  

  Presenting Author: Efe Ozturk (he/him/his) – Georgia Institute of Technology

  Co-Author: Thomas Hu – Georgia Institute of Technology

  Co-Author: Shuangyi Cai (she/her/hers) – Georgia Institute of Technology

  Co-Author: Sandip Das (he/him/his) – Georgia Institute of Technology

  Co-Author: Samruddhi V. Anikhindi (she/her/hers) – Georgia Institute of Technology

  Primary Investigator: Ahmet F. Coskun – Georgia Institute of Technology
• 4:30 PM – 4:45 PM EST

  Dendrite Morphometry Analysis for Spine Clusterization in Hippocampal Neurons
  

  Presenting Author: Uma Sharma, BS – Carnegie Mellon University

  Co-Author: Jessica Zhang – Carnegie Mellon University

  Primary Investigator: Philip R. R. LeDuc, PhD – Carnegie Mellon University
• 4:45 PM – 5:00 PM EST

  Generative AI to Profile Structure-Function Correlation of Human iPSC-Derived Cardiomyocytes
  

  Presenting Author: Andrew Kowalczewski, M.S. (he/him/his) – Syracuse University

  Co-Author: Huaxiao Yang, PhD – University of North Texas

  Primary Investigator: Zhen Ma, PhD (he/him/his) – Syracuse University
• 5:00 PM – 5:15 PM EST

  Increased sensitivity in identifying language related functional connectivity using Jackknife Analyses
  

  Presenting Author: Jinqing Liang, MD, MS – NIDCD/ NIH

  Co-Author: Ninet Sinaii, PhD (she/her/hers) – NIH Clinical Center/ NIH

  Co-Author: Kristin Wingert, MS – NIDCD/NIH

  Co-Author: Atsuko Koruso, PhD (she/her/hers) – NIDCD/NIH

  Primary Investigator: Nadia Biassou, MD, PhD (she/her/hers) – National Institutes of Health