Hrithwik Shalu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Electronic Medical Record

Feature Representations

Reinforcement Learning

Heterogeneous Data

Top Venues

J. Digit. Imaging

BMC Medical Imaging

Publications

Subhadarsi Nayak, Hrithwik Shalu, Joseph N. Stember
Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach. CoRR (2024)
Bala McRae-Posani, Andrei I. Holodny, Hrithwik Shalu, Joseph N. Stember
Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies. CoRR (2024)
Joseph N. Stember, Robert J. Young, Hrithwik Shalu
Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution. J. Digit. Imaging 36 (2) (2023)
Joseph N. Stember, Hrithwik Shalu
Reinforcement learning using Deep Q networks and Q learning accurately localizes brain tumors on MRI with very small training sets. BMC Medical Imaging 22 (1) (2022)
Joseph N. Stember, Danielle M. Stember, Luca Pasquini, Mehrnaz Jenabi, Andrei I. Holodny, Hrithwik Shalu
Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder. CoRR (2022)
Subhanik Purkayastha, Hrithwik Shalu, David Gutman, Shakeel Modak, Ellen Basu, Brian Kushner, Kim Kramer, Sofia Haque, Joseph N. Stember
Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection. CoRR (2022)
Joseph N. Stember, Hrithwik Shalu
Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes. J. Digit. Imaging 35 (5) (2022)
Joseph N. Stember, Mehrnaz Jenabi, Luca Pasquini, Kyung K. Peck, Andrei I. Holodny, Hrithwik Shalu
Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices. CoRR (2022)
Joseph N. Stember, Robert Young, Hrithwik Shalu
Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution. CoRR (2022)
Joseph N. Stember, Parvathy Jayan, Hrithwik Shalu
Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics. CoRR (2021)
Joseph N. Stember, Hrithwik Shalu
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images. CoRR (2021)
Joseph N. Stember, Hrithwik Shalu
Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification. CoRR (2021)
Joseph N. Stember, Hrithwik Shalu
Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes. CoRR (2021)
Parthit Patel, Saptarshi Majumder, Sanket Shevkar, Hrithwik Shalu
EMRs with Blockchain: A Distributed Democratised Electronic Medical Record Sharing Platform. ICBC (2021)
Souridas Alaka, Rishikesh Sreekumar, Hrithwik Shalu
Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model. CoRR (2021)
Hrithwik Shalu, Harikrishnan P, Akash Das, Megdut Mandal, Harshavardhan M. Sali, Juned Kadiwala
A Data-Efficient Deep Learning Based Smartphone Application For Detection Of Pulmonary Diseases Using Chest X-rays. CoRR (2020)
Amish Mittal, Sourav Sahoo, Arnhav Datar, Juned Kadiwala, Hrithwik Shalu, Jimson Mathew
Multi-Modal Detection of Alzheimer's Disease from Speech and Text. CoRR (2020)
Joseph N. Stember, Hrithwik Shalu
Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets. CoRR (2020)
Sarah, S. Sidhartha Narayan, Irfaan Arif, Hrithwik Shalu, Juned Kadiwala
A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques. CoRR (2020)
Sudhir Kumar Suman, Hrithwik Shalu, Lakshya A. Agrawal, Archit Agrawal, Juned Kadiwala
A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media. CoRR (2020)
Sanket Shevkar, Parthit Patel, Saptarshi Majumder, Harshita Singh, Kshitijaa Jaglan, Hrithwik Shalu
EMRs with Blockchain : A distributed democratised Electronic Medical Record sharing platform. CoRR (2020)
Joseph N. Stember, Hrithwik Shalu
Reinforcement learning using Deep Q Networks and Q learning accurately localizes brain tumors on MRI with very small training sets. CoRR (2020)
Hrithwik Shalu, Harikrishnan P, Hari Sankar CN, Akash Das, Saptarshi Majumder, Arnhav Datar, Subin Mathew MS, Anugyan Das, Juned Kadiwala
Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model. CoRR (2020)
Joseph N. Stember, Hrithwik Shalu
Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images. CoRR (2020)