Author

Calvin Joseph

Observed name: Joseph, Calvin

Institutions: University of Canberra, Intelligent Systems Research (United States)

Observed institutions: University of Canberra, Intelligent Systems Research (United States)

ORCID: 0009-0009-3332-841X

Observed ORCID: 0009-0009-3332-841X

OpenAlex ID: A5086838401

The AI4Pain Grand Challenge 2024: Advancing Pain Assessment with Multimodal fNIRS and Facial Video Analysis

2024 · Raul Fernandez–Rojas, Calvin Joseph, et al. · International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) · 43

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Empirical comparison of deep learning models for fNIRS pain decoding

2024 · Raul Fernandez Rojas, Calvin Joseph, et al. · Frontiers in Neuroinformatics · 33

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Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals

2023 · Muhammad Umar Khan, Sumair Aziz, et al. · Sensors · 32

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The AI4Pain Grand Challenge 2025: Advancing Pain Assessment with Multimodal Physiological Signals

2025 · Raul Fernandez-Rojas, Calvin Joseph, et al. · 27

Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis

2024 · Muhammad Umar Khan, Maryam Sousani, et al. · Sensors · 21

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Acute Pain Recognition from Facial Expression Videos using Vision Transformers

2024 · Ghazal Bargshady, Calvin Joseph, et al. · 15

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A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA

2025 · Sumair Aziz, Calvin Joseph, et al. · Biomedical Signal Processing and Control · 14

The AI4Pain Grand Challenge 2026: A Multimodal Physiological Dataset and Benchmark for Pain Detection and Localisation

2026 · Raul Fernandez-Rojas, Calvin Joseph, et al. · International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) · 13

Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals

2025 · Muhammad Umar Khan, Niraj Hirachan, et al. · Biomedical Signal Processing and Control · 5

EEG-based Estimation of Cognitive Workload Across Multiple Tasks

2024 · Anita Susan Mathews, Niraj Hirachan, et al. · 3

Real-Time Pain Assessment from Electrodermal Activity Using Deep Learning

2026 · Calvin Joseph, Maryam Ghahramani, et al. · Sensors · 2

Towards a Unified Modality-Agnostic Multimodal Framework for Cognitive Workload Assessment

2026 · Gkikas, Stefanos, Cruz, Christian Arzate, et al. · arXiv (Cornell University)

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Works count: 12

Citation count: 208

H-index: 8

I10-index: 8