Publications

Peer-reviewed publications

2026

  1. Altered Baseline Brain Network Topology in High-Risk Individuals Progressing to Mild Cognitive Impairment. Nawani, Hema, Ranjith Jaganathan, and Veeky Baths.  bioRxiv (2026): 2026-02. Link
  2. The CARE Study Protocol: Game-based Cognitive Assessment via Recreational Engagement in Patients with Mild Cognitive Impairment in India. Bhargava, Y., Sharma, A.R., Sarma, G., Baths, V. BMC Geriatr (2026). Link

2025

  1. Generalizable Deep Learning Models Reveal Distinct Epileptogenic Regions From 3D Brain MRI Scans. Paritosh, K., Gawali, S. K., Baths, V., & Goveas, N.  IEEE Access 13 (2025): 215565-215576. Link
  2. Brain Topology Disruption in Early‐Onset Dementia: Review of Current Findings and the Need for Network Resilience Focused Models. Nawani H, Sunil SS, Jaganathan R, Baths V.  Brain and Behavior 15.11 (2025): e70903. Link
  3. Discounting and Drug Seeking in Biological Hierarchical Reinforcement Learning. Vardhan Palod, Pranav Mahajan, Veeky Baths, Boris S Gutkin. Proceedings of Computational Cognitive Neuroscience 2025. Link
  4. Long-Term Ad Memorability: Understanding & Generating Memorable Ads. SI Harini, Somesh Singh, Yaman K Singla, Aanisha Bhattacharyya, Veeky Baths, Changyou Chen, Rajiv Ratn Shah, Balaji Krishnamurthy. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Tucson, AZ, USA, 2025, pp. 5707-5718. Link
  5. Teaching Human Behaviour Improves Content Understanding Abilities of LLMs. Somesh Singh, Harini SI, Yaman K Singla, Veeky Baths, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy. ICLR 2025. Link
  6. A Peek Into the Minds of Game Developers and Neuroscience Researchers Collaborating on Cognition Assessing Games. Y. Bhargava, S. V. Sumanth, A. Deshmukh and V. Baths. IEEE Access, vol. 13, pp. 62674-62690, 2025. Link

2024

  1. CogTrack: A Proof of Concept for Cognition Tracker. Y. Bhargava, K. Kumar Kattupalli and V. Baths.  IEEE Access, vol. 12, pp. 194609-194629, 2024. Link
  2. Validation and comparison of virtual reality and 3D mobile games for cognitive assessment against ACE-III in 82 young participants. Bhargava, Y., Kottapalli, A. & Baths, V. Sci Rep 14, 23918 (2024). Link
  3. Experience of Youths and Older People With Virtual Reality Games for Cognitive Assessment: Inductive Thematic Analysis and Insights for Key Stakeholders. Bhargava Y, Baths V. JMIR XR Spatial Comput 2024;1:e59197 Link
  4. Testing the involvement of low-level visual representations during spoken word processing with non-Western students and meditators practicing Sudarshan Kriya Yoga. Baths, V., Jartarkar, M., Sood, S., Lewis, A.G., Ostarek, M., & Huettig, F. (2024) Brain Research, 1838. Link
  5. Novel deep learning framework for detection of epileptic seizures using EEG signals. Frontiers in Computational Neuroscience. Mallick, S., & Baths, V. (2024). Frontiers in Computational Neuroscience, 18. Link
  6. Subjective Cognitive Decline Prediction on Imbalanced Data using Data Re-sampling and Cost-Sensitive Training Methods. Bhargava Y, Kumar S. S. and Baths V. (2024) Procedia Computer Science. Volume 235, pp 767-778. Link

2023

  1. Diagnosis of Breast Cancer Using Random Forests. M Minnoor, V Baths (2023) Procedia Computer Science, 218, 429-437. Link
  2. Comparative Study of Neural Networks (G/C/RNN) and Traditional Machine Learning Models on EEG Datasets Baboo, G.K., Dubey, S., Baths, V. (2023) Proceedings of the International Conference on Cognitive and Intelligent Computing. Cognitive Science and Technology. Springer, Singapore. Link

2022

  1. Decoding the neural signatures of valence and arousal from portable EEG headset. Garg R, Anand A and Baths V (2022) Front. Hum. Neurosci. 16:1051463. doi: 10.3389/fnhum.2022.1051463. Link
  2. Reinforcement learning and its connections with neuroscience and psychology Ajay Subramanian Sharad Chitlangia Veeky Baths (2022) Neural Networks, Volume 145, Pages 271-287. Link
  3. Tracking the Progression & Influence of Beta-Amyloid Plaques Using Percolation Centrality and Collective Influence Algorithm: A Study using PET images. Gautam Kumar Baboo, Raghav Prasad, Pranav Mahajan, Veeky Baths (2022) Annals of Neurosciences. Link
  4. Using Event-Related Potentials (ERP) to identify the purchase intention of a consumer for familiar brands. Jartarkar, M., Srivastava, K. and Baths, V. (2022) Neuroscience Research Notes, 5(4), p. 163. doi: 10.31117/neuroscirn.v5i4.163. Link
  5. Technology for dementia care: benefits, opportunities and concerns. Bhargava Y, Baths V. (2022) Journal of Global Health Reports ;6:e2022056. doi:10.29392/001c.39606. Link
  6. ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer’s Disease. Yash Kumar,Piyush Maheshwari, Shreyansh Joshi, Veeky Baths. (2022) Proceedings of the 8th International Conference on Computing and Artificial Intelligence. Link
  7. Liver Disease Diagnosis Using Machine Learning M. Minnoor and V. Baths. (2022) IEEE World Conference on Applied Intelligence and Computing (AIC). Link
  8. Novel EEG Features for Consumer Emotion Prediction using Correlation-Based Subset Selection. Mayur Jartarkar, Ashish Sinha, Riddhesh Sawant,Mahak Kothari Veeky Baths. (2022) IMX ’22 – Emotion, Portugal. ACM International Conference on Interactive Media Experiences. Link

2021

  1. Vyakarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages R Patil, J Dhillon, S Mahurkar, S Kulkarni, M Malhotra, V Baths. (2021) Multilingual Representation Learning workshop (EMNLP 2021). Link
  2. Acoustic and Language Based Deep Learning Approaches for Alzheimer’s Dementia Detection From Spontaneous Speech. Mahajan P and Baths V. (2021) Front. Aging Neurosci. 13:623607. doi: 10.3389/fnagi.2021.623607. Link
  3. A Novel Approach to Learning Models on EEG Data Using Graph Theory Features—A Comparative Study. Bhargav Prakash, Gautam Kumar Baboo and Veeky Baths. (2021) Big Data Cogn. Comput. 5(3), 39. Link
  4. Alzheimer’s Dementia Detection Using Acoustic & Linguistic Features and Pre-trained BERT. A. Valsaraj, I. Madala, N. Garg and V. Baths. (2021) 8th International Conference on Soft Computing & Machine Intelligence (ISCMI),pp. 171-175, doi: 10.1109/ISCMI53840.2021.9654804. Link
  5. Using Diachronic Distributed Word Representations as Models of Lexical Development in Children. A Gupta, R Patil, V Baths. (2021) arXiv preprint arXiv:2105.05091. Link
  6. Recognizing Music Mood and Theme Using Convolutional Neural Networks and Attention Alish Dipani, Gaurav Iyer, Veeky Baths. (2021) MediaEval’20. Link

2020

  1. BCI Controlled Quadcopter Using SVM and Recursive LSE Implemented on ROS. K. Chhabra, P. Mathur and V. Baths. (2020) IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, Canada, 2020, pp. 4250-4255. Link
  2. Modelling Causal Reasoning in Language with Multi-Head Self-AttentionWeights based Counterfactual Detection. R.Patil, V.Baths. (2020) Proceedings of the 14th International Workshop on Semantic Evaluation, pages 451–457. Link
  3. Motor Imagery Based Multimodal Biometric User Authentication System Using EEG. A. Valsaraj, I. Madala, N. Garg, M. Patil and V. Baths. (2020) International Conference on Cyberworlds (CW). Link

2019

  1. Study of motor imagery for multiclass brain system interface with a special focus in the same limb movement. Mohit Patil, Nikhil Garg, Lizy Kanungo, Veeky Baths. (2019) IEEE 18th International Conference on Cognitive Informatics & Cognitive Computing. Link
  2. Multicollinearity Analysis for Cuffless Blood Pressure Estimation Regression Algorithms. P Mehra, R Gupta, A Mahajan, V Baths. (2019) ACM 4th International Conference on Biomedical Imaging, Signal Processing Pages 89–93. Link
  3. AES: Automated Evaluation Systems for Computer Programing Course. Shivam, Nilanjana Goswami, Veeky Baths, Soumyadip Bandyopadhyay. (2019) Proceedings of the 14th International Conference on Software Technologies (ICSOFT) 508-513, 2019 , Prague, Czech Republic. Link

2011-2018

  1. Mathematical modeling and dynamics of tuberculosis infection among diabetic patients in India. Merina Dhara,Veeky Baths and P. Danumjaya. (2018) The Journal of Analysis. Link
  2. EEG-based Classification of Bilingual Unspoken Speech using ANN. Advait Balaji, Aparajita Haldar, Keshav Patil, T Sai Ruthvik, Valliappan CA, Mayur Jartarkar,and Veeky Baths. (2017) 39th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC’17). Link
  3. A Portable Real Time ECG Device for Arrhythmia Detection Using Raspberry Pi. C A, Valliappan, Thandayam, Sai Ruthvik, Balaji, Advait ,Dhingra, Piyush ,Baths, Veeky.(2017) Lecture Notes in Computer Science,Volume 192 of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering series: MOBIHEALTH 2016. LNICST 192, pp. 1–8. Link
  4. Comparative Study of Classification Techniques (SVM, Logistic Regression and Neural Networks) to Predict the Prevalence of Heart Disease. Divyansh Khanna, Rohan Sahu, Veeky Baths, and Bharat Deshpande. (2015) International Journal of Machine Learning and Computing, Vol. 5, No. 5. Link
  5. Home Automation Using SSVEP & Eye-Blink Detection Based Brain-Computer Interface. Kratarth Goel, Raunaq Vohra, Anant Kamath, and Veeky Baths. (2014) IEEE International Conference on Systems, Man, and Cybernetics San Diego, CA, USA. Link
  6. Disruption of cell wall fatty acid biosynthesis in Mycobacterium tuberculosis using a graph theoretic approach. Veeky Baths, Utpal Roy and Tarkeshwar Singh. (2011) Theoretical Biology and Medical Modelling, 8:5. Link
  7. Identification of distant coevolving residues in Antigen 85C from Mycobacterium tuberculosis using statistical coupling analysis of esterase family proteins. Veeky Baths, Utpal Roy. (2011) Journal of Biomedical Research, 25(3): 1-5. Link

Patents

  1. Patent Granted for : A system and method for controlling a plurality of household appliances. Link
  2. Provisional Application Filed for Patent titled : Virtual Reality Games Based Assessment Method with Performance Scoring for Cognitive Assessment and Tracking. Application number : 202411044314

Lineup:

BETH SILVA
CHRISTINE RUSSELL
HOLLIE BLANKENSHIP
MONICA HUMPHREY
NETTIE PECK
BRIANNA WILLIS
ELISE PRATT
VERONICA ENGLAND
MASON DECKER