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 modelsNov 14, 20211Nov 14, 20211
PinnedBikram BaruahinTowards Data ScienceUsing Big Transfer to predict malariaClassifying blood smear slides as uninfected or infected by malaria causing parasite using transfer learningApr 22, 20211Apr 22, 20211
Bikram BaruahinHeartbeatMoving from Model-Centric to Data-Centric AIHaving a more data-centric approach to ML model development and monitoring to improve performanceJun 1, 2022Jun 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.Jan 30, 20221Jan 30, 20221
Bikram BaruahinTowards Data SciencePredicting Invasive Ductal Carcinoma using Convolutional Neural Network (CNN) in KerasClassifying histopathology slides as malignant or benign using Convolutional Neural NetworkJan 3, 20193Jan 3, 20193
