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Patrick J. Donnelly

A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice*
2019 · Heather M. Giannini, Jennifer C. Ginestra, et al. · Critical Care Medicine · 271
Clinician Perception of a Machine Learning–Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock*
2019 · Jennifer C. Ginestra, Heather M. Giannini, et al. · Critical Care Medicine · 158
Automatically Measuring Question Authenticity in Real-World Classrooms
2018 · Sean Kelly, Andrew M. Olney, et al. · Educational Researcher · 119
Toward Automated Feedback on Teacher Discourse to Enhance Teacher Learning
2020 · Emily Jensen, Meghan Dale, et al. · CHI Conference on Human Factors in Computing Systems · 99
The Eyes Have It: Gaze-based Detection of Mind Wandering during Learning with an Intelligent Tutoring System.
2016 · Stephen Hutt, Caitlin Mills, et al. · 66
Exploring the potential of AI-driven food waste management strategies used in the hospitality industry for application in household settings
2025 · Quintana M. Clark, Disha Basavaraja Kanavikar, et al. · Frontiers in Artificial Intelligence · 51
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Toward the automated analysis of teacher talk in secondary ELA classrooms
2021 · Meghan E. Dale, Amanda J. Godley, et al. · Teaching and Teacher Education · 39
Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension
2017 · Angela Stewart, Nigel Bosch, et al. · Lecture notes in computer science · 27
Semi-Automatic Detection of Teacher Questions from Human-Transcripts of Audio in Live Classrooms.
2016 · Nathaniel Blanchard, Patrick J. Donnelly, et al. · Educational Data Mining · 12
Mood Dynamic Playlist: Interpolating a musical path between emotions using a KNN algorithm
2022 · Patrick Donnelly, Shaurya Gaur · AHFE international · 3
Generating Smooth Mood-Dynamic Playlists with Audio Features and KNN
2024 · Shaurya Gaur, Patrick J. Donnelly · Lecture notes in computer science · 2
Learning Affective Responses to Music from Social Media Discourse
2023 · Aidan Beery, Patrick J. Donnelly · Signals and communication technology · 2
Transcription of Audio to MIDI Using Deep Learning
2022 · Patrick J. Donnelly, Victoria Ebert · International Conference on Frontiers of Signal Processing (ICFSP) · 2
EmotioNotes Dataset: Decoding Emotions in Classical Music Through Concert Program Notes
2025 · Pratik Khanal, Patrick J. Donnelly · Lecture notes in computer science · 1
Smart Compost Bin for Measurement of Consumer Food Waste
2024 · Aidan J. Beery, Daniel W. Eastman, et al. · Companion Publication of the International Conference on Multimodal Interaction (ICMI Companion) · 1
Transposition of Simple Waveforms from Raw Audio with Deep Learning
2023 · Patrick J. Donnelly, Parker Carlson · Lecture notes in computer science · 1
Short-Term River Forecasting with a Stacked Ensemble of Tributary Models
2022 · Patrick J. Donnelly, Orion Junkins · International Conference on Frontiers of Signal Processing (ICFSP) · 1
Towards automatic household food waste measurement with the smart compost bin
2026 · Aidan Beery, Patrick J. Donnelly · Discover Sustainability
Multichannel Turbo Equalization for Robust Underwater Acoustic Communication
2026 · Patrick J. Donnelly, Kerem Enhos, et al. · Underwater Communications and Networking Conference (UComms)
Audio Timbre Classification With Text-only Training
2026 · Association for Computational Linguistics 2026, Donnelly, Patrick, et al. · Underline Science Inc.
Toward Better Machine Understanding of Rhythm: Rhythmicness as a Regression Problem
2026 · Ian Tassin, Patrick J. Donnelly · AHFE international
Classifying Audio Timbre Without Audio Using Text-Only Training
2026 · Peter McCabe, Patrick J. Donnelly · Lecture notes in computer science
Probing for Advanced Music Theory Concepts in Generative Music Models
2026 · Derek Kwan, Patrick J. Donnelly · Lecture notes in computer science
Addressing Dataset Scarcity in Music Emotion Recognition with LLMs
2026 · Janita Aamir, Patrick J. Donnelly · Lecture notes in computer science
Deep Learning Approaches for Sung Vowel Classification
2024 · Parker Carlson, Patrick J. Donnelly · Lecture notes in computer science
Works count: 27
Citation count: 855
H-index: 9
I10-index: 9
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