Suneeta Mall

Rambling of a curious engineer & data scientist

About Me

A free electron curious and interested in just about everything related to engineering, science, data-science, cooking and doing-nothing.

Education

Thesis

Publications

  • Can a Machine Learn from Radiologists’ Visual Search Behaviour and Their Interpretation of Mammograms—a Deep-Learning Study. Journal of Digital Imaging 2019
  • Missed cancer and visual search of mammograms: what feature-based machine-learning can tell us that deep-convolution learning cannot. SPIE Medical Imaging 2019
  • Can digital breast tomosynthesis perform better than standard digital mammography work-up in breast cancer assessment clinic? European Radiology 2018
  • A deep (learning) dive into visual search behaviour of breast radiologists. SPIE Medical Imaging 2018
  • Modeling visual search behavior of breast radiologists using a deep convolution neural network. SPIE Journal of Medical Imaging, 2018
  • Modelling the interpretation of digital mammography using high order statistics and deep machine learning. University of Sydney, 2018
  • Fixated and Not Fixated Regions of Mammograms A Higher-Order Statistical Analysis of Visual Search Behavior. Academic radiology 2017
  • The role of digital breast tomosynthesis in the breast assessment clinic: a review. Journal of Medical Radiation Science, 2017
  • Implementation and value of using a split-plot reader design in a study of digital breast tomosynthesis in a breast cancer assessment clinic. SPIE Medical Imaging 2015
  • Automated voice marking of a data/voice streams basing on end users profile and related data. ip.com 2012
  • Folksonomic approach to security systems. ip.com 2011
  • System and method to automatically provide optimal content based on vision and eye movement. ip.com 2011
  • Mechanism to conduct a whiteboard based conference session using gyroscopic enabled mobile devices. ip.com 2011
  • Acceptability indicators in emails. ip.com 2011
  • An optimized human face detection and feature extraction algorithm. ip.com 2010

Patents

Books

  • IBM Redbooks: Creating Plugins for Lotus Notes, Sametime, and Symphony. IBM RedBook 2011
  • Face-Off: collection of 21 self-composed poems. Poems, 2009