Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images. - Joseph N. Stember; Hrithwik Shalu (CoRR, 2020)

A Data-Efficient Deep Learning Based Smartphone Application For Detection Of Pulmonary Diseases Using Chest X-rays. - Hrithwik Shalu; Harikrishnan P; Akash Das; Megdut Mandal; Harshavardhan M. Sali; Juned Kadiwala (CoRR, 2020)

A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media. - Sudhir Kumar Suman; Hrithwik Shalu; Lakshya A. Agrawal; Archit Agrawal; Juned Kadiwala (CoRR, 2020)

A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques. - Sarah; S. Sidhartha Narayan; Irfaan Arif; Hrithwik Shalu; Juned Kadiwala (CoRR, 2020)

Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model. - Hrithwik Shalu; Harikrishnan P; Hari Sankar CN; Akash Das; Saptarshi Majumder; Arnhav Datar; Subin Mathew MS; Anugyan Das; Juned Kadiwala (CoRR, 2020)

Multi-Modal Detection of Alzheimer's Disease from Speech and Text. - Amish Mittal; Sourav Sahoo 001; Arnhav Datar; Juned Kadiwala; Hrithwik Shalu; Jimson Mathew (CoRR, 2020)

EMRs with Blockchain : A distributed democratised Electronic Medical Record sharing platform. - Sanket Shevkar; Parthit Patel; Saptarshi Majumder; Harshita Singh; Kshitijaa Jaglan; Hrithwik Shalu (CoRR, 2020)

Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets. - Joseph N. Stember; Hrithwik Shalu (CoRR, 2020)

EMRs with Blockchain: A Distributed Democratised Electronic Medical Record Sharing Platform. - Parthit Patel; Saptarshi Majumder; Sanket Shevkar; Hrithwik Shalu (ICBC, 2021)

Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images. - Joseph N. Stember; Hrithwik Shalu (CoRR, 2021)

Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics. - Joseph N. Stember; Parvathy Jayan; Hrithwik Shalu (CoRR, 2021)

Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model. - Souridas Alaka; Rishikesh Sreekumar; Hrithwik Shalu (CoRR, 2021)

Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification. - Joseph N. Stember; Hrithwik Shalu (CoRR, 2021)

Reinforcement learning using Deep Q networks and Q learning accurately localizes brain tumors on MRI with very small training sets. - Joseph N. Stember; Hrithwik Shalu (BMC Medical Imaging, 2022)

Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution. - Joseph N. Stember; Robert Young; Hrithwik Shalu (CoRR, 2022)

Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder. - Joseph N. Stember; Danielle M. Stember; Luca Pasquini; Mehrnaz Jenabi; Andrei I. Holodny; Hrithwik Shalu (CoRR, 2022)

Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection. - Subhanik Purkayastha; Hrithwik Shalu; David Gutman; Shakeel Modak; Ellen Basu; Brian Kushner; Kim Kramer; Sofia Haque; Joseph N. Stember (CoRR, 2022)

Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices. - Joseph N. Stember; Mehrnaz Jenabi; Luca Pasquini; Kyung K. Peck; Andrei I. Holodny; Hrithwik Shalu (CoRR, 2022)

Deep Reinforcement Learning with Automated Label Extraction from Clinical Reports Accurately Classifies 3D MRI Brain Volumes. - Joseph N. Stember; Hrithwik Shalu (J. Digit. Imaging, 2022)

Direct Evaluation of Treatment Response in Brain Metastatic Disease with Deep Neuroevolution. - Joseph N. Stember; Robert J. Young; Hrithwik Shalu (J. Digit. Imaging, 2023)

Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies. - Bala McRae-Posani; Andrei I. Holodny; Hrithwik Shalu; Joseph N. Stember (CoRR, 2024)

Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach. - Subhadarsi Nayak; Hrithwik Shalu; Joseph N. Stember (CoRR, 2024)