CTRI/2020/01/023075尚未招募不适用
Establishing correlation of progressive neurological disorders (Parkinson Disease, Essential Tremor, Writers Cramp)with hand-drawn pattern and tracking therapeutic response using machine learning techniques
Science and Engineering Research Board1 个研究点 分布在 1 个国家目标入组 270 人开始时间: 2020年3月2日最近更新:
试验速览
- 阶段
- 不适用
- 状态
- 尚未招募
- 发起方
- 入组人数
- 270
- 试验地点
- 1
- 主要终点
- Off-line hand writing/drawing database of persons suffering from Parkinson’s Disease, Essential Tremor and Writer’s Cramp
研究概览
简要总结
- A comparative observational study to develop an automatic system for diagnosing, staging and tracking therapeutic response of Parkinson’s Disease patients by analyzing their handwriting using Artificial Intelligence (AI) techniques. Some handcrafted and machine generated features will be studied and feature vectors will be classified using suitable classifiers such as MLP, SVM, HMM, DCNN etc. A Database for training as well as evaluating the system will be developed by collecting handwriting of persons suffering from Parkinson’s Disease and similar disorders like Essential Tremor, Writer’s Cramp with doctor’s comments. Handwriting and drawing samples of healthy persons will also be collected as control group.
- Expected Output: Using Artificial Intelligence (AI) techniques we shall develop a system where the input is a chronological sequence of patient’s handwriting and output will be whether the person is suffering from Parkinson’s Disease or not and also to comment on the stage of disease. This system can be also be used for measuring therapeutic response of Parkinson’s Disease to commonly used drugs.
研究设计
- 研究类型
- Observational
入排标准
- 年龄范围
- 40.00 Year(s) 至 80.00 Year(s)（—）
- 性别
- All
入选标准
- •Inclusion criteria: a.
- •Study group Adult males or females with diagnosis of Parkinson’s Disease, Essential Tremor, Writer’s Cramp.
- •Control group Adult males or females who has no neurological problem.
排除标准
- •Exclusion criteria: Ill literate person, cannot read or write English and or Bengali, left handed person.
结局指标
主要结局
Off-line hand writing/drawing database of persons suffering from Parkinson’s Disease, Essential Tremor and Writer’s Cramp
时间窗: at first point or time of contact
An automatic system for Parkinson’s Disease diagnosis, staging and tracking of therapeutic response.
时间窗: at first point or time of contact
次要结局
- NA(NA)
研究者
研究点 (1)
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