PinnedBikram BaruahinTowards Data ScienceAI in Medical Diagnosis — Dealing with Medical DatasetsDeal with medical dataset challenges such as imbalanced datasets, curating the test set to build useful models7 min read·Nov 14, 2021--1--1
PinnedBikram BaruahinTowards Data ScienceUsing Big Transfer to predict malariaClassifying blood smear slides as uninfected or infected by malaria causing parasite using transfer learning9 min read·Apr 22, 2021--1--1
Bikram BaruahinHeartbeatMoving from Model-Centric to Data-Centric AIHaving a more data-centric approach to ML model development and monitoring to improve performance10 min read·Jun 1, 2022----
Bikram BaruahinTowards Data ScienceUnderstanding how to handle Image Data for Computer Vision and Deep Learning problemsMethods on how to enhance the image to get better feature representation for classical computer vision and deep learning problems.7 min read·Jan 30, 2022--1--1
Bikram BaruahinTowards Data SciencePredicting Invasive Ductal Carcinoma using Convolutional Neural Network (CNN) in KerasClassifying histopathology slides as malignant or benign using Convolutional Neural Network11 min read·Jan 3, 2019--3--3