Concepedia

Multi-symptom Classification

Multi-Symptom Classification is a computational method in the domain of symptom recognition that identifies and categorizes multiple co-occurring symptoms from clinical or patient-reported data, distinguishing itself from single-symptom approaches by simultaneously modeling symptom interdependencies and their collective manifestation in disease states.

34

Publications

1.8K

Citations

177

Authors

99

Institutions

Publications per year

2017–2026

14

Parents

Publications

34

A comparison of multiple classification methods for diagnosis of Parkinson disease

Resul Daş · Expert Systems with Applications · 2009 · 431 citations

, , +14

Health of US Veterans of 1991 Gulf War: A Follow-Up Survey in 10 Years

Han K. Kang, Bo Li, Clare M. Mahan et al. · Journal of Occupational and Environmental Medicine · 2009 · 161 citations

, , +13

Health Effects from Chronic Low-Level Exposure to Hydrogen Sulfide

Marvin S. Legator, Chantele Singleton, Debra L. Morris et al. · Archives of Environmental Health An International Journal · 2001 · 127 citations

, , +17

Some Observations on the Clinical Picture of the so-called Triple Symptom Complex

Hulusi Behçet · Dermatologica · 2009 · 125 citations

, , +11

Classification Trees for Multiple Binary Responses

Heping Zhang · Journal of the American Statistical Association · 1998 · 105 citations

, , +12

1–5 of 34

Authors

177

  1. HZ
    Heping Zhang

    Yale University, United States

    2 publications · 139 citations

    2

    h-index

  2. KI
    Khalida Ismail

    King's College London, United Kingdom

    2 publications · 79 citations

    2

    h-index

  3. KL
    Kun Li

    National University of Defense Technology, China

    1 publications · 16 citations

    1

    h-index

  4. JM
    Jonathan M. Monk

    University of California San Diego, United States

    1 publications · 49 citations

    1

    h-index

  5. HH
    H. Henry Lai

    Washington University in St. Louis, United States

    1 publications · 17 citations

    1

    h-index

1–5 of 177

Institutions

99

  1. University College London

    London, United Kingdom

    3 h-index

    3 publications

    68 citations

  2. Stony Brook University

    Stony Brook, United States

    2 h-index

    8 publications

    154 citations

  3. Yale University

    New Haven, United States

    2 h-index

    2 publications

    139 citations

  4. King's College London

    London, United Kingdom

    2 h-index

    3 publications

    85 citations

  5. University of Basel

    Basel, Switzerland

    1 h-index

    2 publications

    86 citations

  6. Heinrich Heine University Düsseldorf

    Düsseldorf, Germany

    1 h-index

    2 publications

    86 citations

  7. Shenzhen Third People’s Hospital

    Shenzhen, China

    1 h-index

    2 publications

    56 citations

  8. Guangdong University of Finance

    Guangzhou, China

    1 h-index

    2 publications

    30 citations

1–8 of 99

Venues

  1. 2

    h-index

  2. PubMed

    Repository · 2 publications · 71 citations

    2

    h-index

  3. Information Sciences

    1 publications · 15 citations

    1

    h-index

  4. Expert Systems with Applications

    1 publications · 431 citations

    1

    h-index

  5. Reliability Engineering & System Safety

    1 publications · 19 citations

    1

    h-index

1–5