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Visar Berisha

mayo clinic

28H-index
260Paper Count
3.4KCitation Count
Published Papers 43
Publication Date
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Evaluating the interpretability of clinical speech AI models: Lessons from two user studies
errcomputer speech & language
IF0
err2026-05-05
err0
PREAI
errLingfeng Xu; Visar Berisha; Julie Liss
errShare
errSave
Prediction of Aspiration Risk by Using Vocal Biomarkers: Machine Learning Development and Validation Study
errJMIR Formative Research
IF2.1
err2026-01-01
err0
PREAI
errVarghese, Cyril; Zhang, Jianwei; Charney, Sara; Abdalla, Abdelmohaymin A.; Reeves, Elizabeth; Holyfield, Stacy; Brown, Adam E.; Higgins, Michelle K.; Stearns, Hunter; Liss, Julie; Zhang, Nan; Orbelo, Diana; Pittelko, Rebecca L.; Rigelman, Lindsay; Ortega, Victor; Lott, David G.; Berisha, Visar
errShare
errSave
An End-to-End Overview of Clinical Speech AI
errIEEE Transactions on Audio Speech and Language Processing
IF0
err2026-01-01
err0
PREAI
errNg, Si-Ioi; Xu, Lingfeng; Siegert, Ingo; Cummins, Nicholas; Benway, Nina R.; Liss, Julie; Berisha, Visar
errShare
errSave
Automated bimodal pause analysis for acoustic markers of cognitive decline and Alzheimer's disease in connected speech
errAlzheimer's & Dementia
IF11.1
err2025-08-29
err0
errOAAI
errDeling He; Lingfeng Xu; Tobey Betthauser; Carol Van Hulle; Julie Liss; Visar Berisha; Kimberly Mueller
errShare
errSave
Unraveling overoptimism and publication bias in ML-driven science
errPATTERNS
IF7.4
err2025-02-01
err0
errOAAI
errSaidi, Pouria; Dasarathy, Gautam; Berisha, Visar
errShare
errSave
Articulatory precision from connected speech as a marker of cognitive decline in Alzheimer's disease risk-enriched cohorts
errJOURNAL OF ALZHEIMERS DISEASE
IF3.1
err2024-12-05
err0
errOAAI
errXu, Lingfeng; Chen, Kewei; Mueller, Kimberly D.; Liss, Julie; Berisha, Visar
errShare
errSave
The impact of headache intensity on speech in participants with migraine and acute post-traumatic headache
errHEADACHE
IF4
err2024-08-28
err0
errOAAI
errSmith, Dani C.; Zhang, Jianwei; Jayasuriya, Suren; Berisha, Visar; Starling, Amaal; Schwedt, Todd J.; Chong, Catherine D.
errShare
errSave
Responsible development of clinical speech AI: Bridging the gap between clinical research and technology
errNPJ DIGITAL MEDICINE
IF15.1
err2024-08-09
err0
errOAAI
errBerisha, Visar; Liss, Julie M.
errShare
errSave
Reliability and validity of a widely-available AI tool for assessment of stress based on speech
errSCIENTIFIC REPORTS
IF3.9
err2023-11-18
err3
errOAAI
errYawer, Batul A.; Liss, Julie; Berisha, Visar
errShare
errSave
Questionnaire and structural imaging data accurately predict headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury
errCEPHALALGIA
IF4.6
err2023-05-08
err3
errOAAI
errMao, Lingchao; Li, Jing; Schwedt, Todd J.; Berisha, Visar; Nikjou, Devin; Wu, Teresa; Dumkrieger, Gina M.; Ross, Katherine B.; Chong, Catherine D.
errShare
errSave
A Machine Learning Model Including Questionnaire and Structural Imaging Data Predicts Headache Improvement in Patients with Acute Post-traumatic Headache Attributed to Mild Traumatic Brain Injury
errNEUROLOGY
IF8.5
err2023-04-25
err0
PREAI
errChong, Catherine; Li, Jing; Schwedt, Todd; Berisha, Visar; Nikjou, Devin; Wu, Teresa; Dumkrieger, Gina; Ross, Katherine; Mao, Lingchao
errShare
errSave
Language Analytics for Assessment of Mental Health Status and Functional Competency
errSCHIZOPHRENIA BULLETIN
IF4.8
err2023-03-22
err9
errOAAI
errVoleti, Rohit; Woolridge, Stephanie M.; Liss, Julie M.; Milanovic, Melissa; Stegmann, Gabriela; Hahn, Shira; Harvey, Philip D.; Patterson, Thomas L.; Bowie, Christopher R.; Berisha, Visar
errShare
errSave
Thalamic subfield iron accumulation after acute mild traumatic brain injury as a marker of future post-traumatic headache intensity
errHEADACHE
IF4
err2023-01-18
err4
PREAI
errChong, Catherine D.; Nikolova, Simona; Dumkrieger, Gina; Wu, Teresa; Berisha, Visar; Li, Jing; Ross, Katherine; Schwedt, Todd J.
errShare
errSave
Developing multivariable models for predicting headache improvement in patients with acute post-traumatic headache attributed to mild traumatic brain injury: A preliminary study
errHEADACHE
IF4
err2023-01-18
err5
PREAI
errMao, Lingchao; Dumkrieger, Gina; Ku, Dohyun; Ross, Katherine; Berisha, Visar; Schwedt, Todd J.; Li, Jing; Chong, Catherine D.
errShare
errSave
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err5
errOAAI
errZhang, Jianwei; Liss, Julie; Jayasuriya, Suren; Berisha, Visar
errShare
errSave
Consonant-Vowel Transition Models Based on Deep Learning for Objective Evaluation of Articulation
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2023-01-01
err3
errOAAI
errMathad, Vikram C.; Liss, Julie M.; Chapman, Kathy; Scherer, Nancy; Berisha, Visar
errShare
errSave
Unsupervised EEG channel selection based on nonnegative matrix factorization
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2022-07-01
err8
PREAI
errXu, Lingfeng; Chavez-Echeagaray, Maria Elena; Berisha, Visar
errShare
errSave
Automated semantic relevance as an indicator of cognitive decline: Out-of-sample validation on a large-scale longitudinal dataset
errALZHEIMER'S & DEMENTIA: DIAGNOSIS, ASSESSMENT & DISEASE MONITORING
IF4.4
err2022-02-23
err5
errOAAI
errStegmann, Gabriela; Hahn, Shira; Bhandari, Samarth; Kawabata, Kan; Shefner, Jeremy; Duncan, Cayla Jessica; Liss, Julie; Berisha, Visar; Mueller, Kimberly
errShare
errSave
Digital medicine and the curse of dimensionality
errNPJ DIGITAL MEDICINE
IF15.1
err2021-10-28
err132
errOAAI
errBerisha, Visar; Krantsevich, Chelsea; Hahn, P. Richard; Hahn, Shira; Dasarathy, Gautam; Turaga, Pavan; Liss, Julie
errShare
errSave
T2*reduction in patients with acute post-traumatic headache
errCEPHALALGIA
IF4.6
err2021-10-13
err9
PREAI
errNikolova, Simona; Schwedt, Todd J.; Li, Jing; Wu, Teresa; Dumkrieger, Gina M.; Ross, Katherine B.; Berisha, Visar; Chong, Catherine D.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
Kewei Chen cover
Kewei Chen (Kewei Chen)
H-index: 110 · Papers: 1.0K
P
Philip D. Harvey
H-index: 104 · Papers: 1.1K
T
Thomas L. Patterson
H-index: 102 · Papers: 687
Shimeng Yu cover
Shimeng Yu (Shimeng Yu)
H-index: 76 · Papers: 639
J
Jeremy M. Shefner
H-index: 71 · Papers: 323
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