G. Cecchi

Most-cited papers

Predicting Human Olfactory Perception from Chemical Features of Odor Molecules
A. Keller, Richard C. Gerkin, Y. Guan, Amit Dhurandhar +14 more
2017Science333 citations Open access
Semantic Scholar
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19: Observational Study
D. Low, Laurie Rumker, Tanya Talkar, J. Torous +2 more
2020Journal of Medical Internet Research330 citations Open access
Semantic Scholar
Linguistic markers predict onset of Alzheimer's disease
Elif Eyigoz, Sachin Mathur, M. Santamaria, G. Cecchi +1 more
2020EClinicalMedicine207 citations Open access
Semantic Scholar
Language as a Biomarker for Psychosis: A Natural Language Processing Approach
C. Corcoran, V. Mittal, C. Bearden, R. Gur +5 more
2020Schizophrenia Research194 citations Open access
Semantic Scholar
Computational Neuroscience
G. Cecchi, J. Kozloski
2017Communications in Computer and Information Science190 citations
Semantic Scholar
Using language processing and speech analysis for the identification of psychosis and other disorders
C. Corcoran, G. Cecchi
2020Biological Psychiatry: Cognitive Neuroscience and Neuroimaging157 citations Open access
Semantic Scholar
Efficient Data Representation by Selecting Prototypes with Importance Weights
Karthik S. Gurumoorthy, Amit Dhurandhar, G. Cecchi, C. Aggarwal
2017Industrial Conference on Data Mining127 citations Open access
Semantic Scholar
How language flows when movements don't: An automated analysis of spontaneous discourse in Parkinson's disease.
Adolfo M. García, Facundo Carrillo, J. Orozco-Arroyave, N. Trujillo +8 more
2016Brain and Language115 citations Open access
Semantic Scholar
Loss of nucleus accumbens low-frequency fluctuations is a signature of chronic pain
Meena M. Makary, Pablo Polosecki, G. Cecchi, Ivan deAraujo +7 more
2020Proceedings of the National Academy of Sciences of the United States of America82 citations Open access
Semantic Scholar
Reorganization of brain connectivity in obesity
Paul Geha, G. Cecchi, R. Constable, C. Abdallah +1 more
2017Human Brain Mapping81 citations Open access
Semantic Scholar
Context Attentive Bandits: Contextual Bandit with Restricted Context
Djallel Bouneffouf, I. Rish, G. Cecchi, Raphaël Féraud
2017International Joint Conference on Artificial Intelligence74 citations Open access
Semantic Scholar
Predicting natural language descriptions of mono-molecular odorants
E. Gutiérrez, Amit Dhurandhar, A. Keller, Pablo Meyer +1 more
2018Nature Communications62 citations Open access
Semantic Scholar
Detection of Amyotrophic Lateral Sclerosis (ALS) via Acoustic Analysis
Raquel Norel, M. Pietrowicz, C. Agurto, Shay Rishoni +1 more
2018bioRxiv60 citations Open access
Semantic Scholar
Dreaming during the Covid-19 pandemic: Computational assessment of dream reports reveals mental suffering related to fear of contagion
N. Mota, J. Weissheimer, Marina Ribeiro, Mizziara M. M. De Paiva +9 more
2020PLoS ONE58 citations Open access
Semantic Scholar
Construct validity for computational linguistic metrics in individuals at clinical risk for psychosis: associations with clinical ratings
Zarina R. Bilgrami, C. Sarac, A. Srivastava, S. Herrera +7 more
2022Schizophrenia Research45 citations Open access
Semantic Scholar
Identifying signals associated with psychiatric illness utilizing language and images posted to Facebook
M. Birnbaum, Raquel Norel, A. Van Meter, Asra F. Ali +6 more
2020npj Schizophrenia44 citations Open access
Semantic Scholar
The maturation of speech structure in psychosis is resistant to formal education
N. Mota, M. Sigman, G. Cecchi, M. Copelli +1 more
2018npj Schizophrenia44 citations Open access
Semantic Scholar
Learning stable and predictive network-based patterns of schizophrenia and its clinical symptoms
Mina Gheiratmand, I. Rish, G. Cecchi, Matthew R. G. Brown +6 more
2017npj Schizophrenia43 citations Open access
Semantic Scholar
Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia
E. Gutiérrez, P. Corlett, C. Corcoran, G. Cecchi
2017Conference on Empirical Methods in Natural Language Processing42 citations Open access
Semantic Scholar
A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry
Baihan Lin, G. Cecchi, Djallel Bouneffouf, Jenna M. Reinen +1 more
2019Adaptive Agents and Multi-Agent Systems41 citations Open access
Semantic Scholar
Automated Computer Vision Assessment of Hypomimia in Parkinson Disease: Proof-of-Principle Pilot Study
Avner Abrami, S. Gunzler, C. Kilbane, R. Ostrand +2 more
2021Journal of Medical Internet Research39 citations Open access
Semantic Scholar
Contextual Bandit with Adaptive Feature Extraction
Baihan Lin, Djallel Bouneffouf, G. Cecchi, I. Rish
20182018 IEEE International Conference on Data Mining Workshops (ICDMW)32 citations Open access
Semantic Scholar
Bandit Models of Human Behavior: Reward Processing in Mental Disorders
Djallel Bouneffouf, I. Rish, G. Cecchi
2017Artificial General Intelligence32 citations Open access
Semantic Scholar
Negative symptoms and speech pauses in youths at clinical high risk for psychosis
Emma R. Stanislawski, Zarina R. Bilgrami, C. Sarac, S. Garg +4 more
2021npj Schizophrenia31 citations Open access
Semantic Scholar
Analyzing acoustic and prosodic fluctuations in free speech to predict psychosis onset in high-risk youths
C. Agurto, M. Pietrowicz, Raquel Norel, Elif Eyigoz +3 more
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society30 citations Open access
Semantic Scholar
Predicting human decision making in psychological tasks with recurrent neural networks
Baihan Lin, Djallel Bouneffouf, G. Cecchi
2020bioRxiv30 citations Open access
Semantic Scholar
Detection of acute 3,4-methylenedioxymethamphetamine (MDMA) effects across protocols using automated natural language processing
C. Agurto, G. Cecchi, Raquel Norel, R. Ostrand +5 more
2020Neuropsychopharmacology28 citations Open access
Semantic Scholar
Online Learning in Iterated Prisoner's Dilemma to Mimic Human Behavior
Baihan Lin, Djallel Bouneffouf, G. Cecchi
2020Pacific Rim International Conference on Artificial Intelligence26 citations Open access
Semantic Scholar
Single-trial classification of awareness state during anesthesia by measuring critical dynamics of global brain activity
Leandro M. Alonso, G. Solovey, T. Yanagawa, A. Proekt +2 more
2019Scientific Reports26 citations Open access
Semantic Scholar
Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL
Baihan Lin, G. Cecchi, Djallel Bouneffouf, Jenna M. Reinen +1 more
2020arXiv.org25 citations
Semantic Scholar
Resting-state connectivity stratifies premanifest Huntington’s disease by longitudinal cognitive decline rate
Pablo Polosecki, E. Castro, I. Rish, Dorian Pustina +4 more
2020Scientific Reports24 citations Open access
Semantic Scholar
Split Q Learning: Reinforcement Learning with Two-Stream Rewards
Baihan Lin, Djallel Bouneffouf, G. Cecchi
2019International Joint Conference on Artificial Intelligence24 citations Open access
Semantic Scholar
Neural Topic Modeling of Psychotherapy Sessions
Baihan Lin, Djallel Bouneffouf, G. Cecchi, Ravi Tejwani
2022arXiv.org23 citations Open access
Semantic Scholar
ProtoDash: Fast Interpretable Prototype Selection
Karthik S. Gurumoorthy, Amit Dhurandhar, G. Cecchi
2017arXiv.org22 citations
Semantic Scholar
Deep Annotation of Therapeutic Working Alliance in Psychotherapy
Baihan Lin, G. Cecchi, Djallel Bouneffouf
2022arXiv.org21 citations Open access
Semantic Scholar
Analyzing progression of motor and speech impairment in ALS
C. Agurto, M. Pietrowicz, Elif Eyigoz, E. Mosmiller +8 more
2019Annual International Conference of the IEEE Engineering in Medicine and Biology Society17 citations
Semantic Scholar
Predicting Human Decision Making with LSTM
Baihan Lin, Djallel Bouneffouf, G. Cecchi
2022IEEE International Joint Conference on Neural Network14 citations Open access
Semantic Scholar
Quantitative language features identify placebo responders in chronic back pain.
Sara E. Berger, Paulo Branco, É. Vachon-Presseau, Taha B. Abdullah +2 more
2021Pain13 citations
Semantic Scholar
Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL
Baihan Lin, G. Cecchi, Djallel Bouneffouf, Jenna M. Reinen +1 more
2020HBAI@IJCAI12 citations
Semantic Scholar
Natural Language Processing: Opportunities and Challenges for Patients, Providers, and Hospital Systems
C. Corcoran, Caridad Benavides, G. Cecchi
2019Psychiatric annals10 citations
Semantic Scholar
Kernelized Hashcode Representations for Relation Extraction
S. Garg, A. Galstyan, G. V. Steeg, I. Rish +2 more
2017AAAI Conference on Artificial Intelligence10 citations Open access
Semantic Scholar
Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
German Abrevaya, G. Dumas, A. Aravkin, P. Zheng +8 more
2021Neural Computation9 citations
Semantic Scholar
Predictive Linguistic Markers of Suicidality in Poets
C. Agurto, Pat Pataranutaporn, Elif Eyigoz, G. Stolovitzky +1 more
2018International Computer Science Conference9 citations
Semantic Scholar
Computing the structure of language for neuropsychiatric evaluation
G. Cecchi, V. Gurev, S. Heisig, Raquel Norel +2 more
2017IBM Journal of Research and Development9 citations
Semantic Scholar
SPEECH MARKERS FOR CLINICAL ASSESSMENT OF COCAINE USERS
C. Agurto, Raquel Norel, M. Pietrowicz, M. Parvaz +4 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations Open access
Semantic Scholar
Baseline multimodal information predicts future motor impairment in premanifest Huntington's disease
E. Castro, Pablo Polosecki, I. Rish, Dorian Pustina +4 more
2018NeuroImage: Clinical8 citations Open access
Semantic Scholar
The ontogeny of discourse structure mimics the development of literature
N. Mota, Sylvia Pinheiro, M. Sigman, D. Slezak +3 more
2016arXiv.org8 citations
Semantic Scholar
Helping Therapists with NLP-Annotated Recommendation 17-24
Baihan Lin, G. Cecchi, Djallel Bouneffouf
2023IUI Workshops7 citations
Semantic Scholar
TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts
Baihan Lin, S. Zecevic, Djallel Bouneffouf, G. Cecchi
2023arXiv.org7 citations Open access
Semantic Scholar
An Empirical Study of Human Behavioral Agents in Bandits, Contextual Bandits and Reinforcement Learning.
Baihan Lin, G. Cecchi, Djallel Bouneffouf, Jenna M. Reinen +1 more
20207 citations
Semantic Scholar