Datasets:
text stringlengths 4.16k 144k |
|---|
C O G N I T I V E T H E R A P Y O F S U B S T A N C E A B U S E -•̂ .̂ '̂ ySi:'yf̂ '̂ ''->->*' 'r... ^'i-'Mt .#''a^K"'-M>' • M ^ i € • ̂ ^. M'^::. A A R O N T . B E C K • ^ • r f - F R E D D . W R I G H T C O R Y F . N E W H A N B R U C E S . L I E S E C O G N I T I V E T H E R A P Y O F S U B S T A N C E A B U S E C o... |
w l e d g m e n t s w w e would like to offer our thanks to our highly esteemed colleagues in the field of substance abuse treatment and research, Drs. Dan Baker, Lino Covi, Tom Horvath, Jerome Piatt, Hal Urschel, David Wilson, and Emmett Velten, for their extremely help ful insights and suggestions on earlier version... |
the social costs of illicit drug abuse, it is estimated that more than 2 5 % of property crimes and 1 5 % of violent crimes are related to illicit drug use by the criminal. Financial losses related to these crimes have been estimated at $1.7 billion per year. Homicides are also strongly linked to activities surrounding... |
In fact, an important component of cognitive therapy involves the case conceptualization (Persons, 1989), defined as the evaluation and integration of historical information, psychiatric diag nosis, cognitive profile, and other aspects of functioning (see Chap ter 5, this volume, for a detailed description of the cas... |
mous and other disease-model programs) view total abstinence as the only acceptable goal of treatment. Proponents of these models view addiction as an all-or-nothing phenomenon, with any use seen as pathological and abstinence considered a state of "recovering" (rather than "recovered"). Alternatively, proponents of co... |
barbiturates, benzodiaz epines, and alcohol may be preferred because of their relaxing effect and, perhaps, their presumed relief of inhibitions. Hallucinogens are attractive to some to relieve boredom and "expand consciousness." Most people addicted to cocaine have also abused other drugs and/or alcohol (N. S. Miller... |
a system of psychotherapy that attempts to reduce excessive emotional reactions and self-defeating behavior by modifying the faulty or erroneous thinking and maladap tive beliefs that underlie these reactions (Beck, 1976; Beck, Rush, Shaw, & Emery, 1979). The approach to a particular patient is derived from a thorough... |
patient will act on the craving (Carroll, Rounsaville, & Keller, 1991). Urges are governed by the anticipated consequences, for example, reward for doing something or pain for not doing it. The urge may be accompanied by a positive feeling when it is driven by a positive expectation or a negative feeling when it is dri... |
the patient's life ranging from low frustration tolerance to marital problems. "Will Power" In the context of drug using, "will power" refers to a deliberate conscious decision (plus sufficient drive and technical self- help know-how to enforce it) to halt or delay the implementation of Cognitive Model of Addiction 37 ... |
cognitive perspective, the way people interpret specific situations influences their feelings, motiva tions, and actions. Their interpretations, in turn, are shaped in many instances by the relevant beliefs that become activated in these situ ations. A social situation, for example, m a y activate an idiosyncratic be... |
drug dealer, or receiving a weekly pay check. Internal circumstances (or cues) include various emotional states such as depression, anxiety, or boredom, which can trigger drug- using beliefs and, consequently, craving for the drug. As shown in Figure 3.5, drug use may be regarded as represent ing the final common pat... |
con viction) the reasons for not using, drug users have difficulty in recall ing or attaching the same significance to these reasons once they are in the throes of a specific drug-using episode. Since all their atten tion is focused on the mechanics of obtaining the drug, the reasons for using at that time become ve... |
the patient's thoughts, followed by sincere involvement by way of questioning and direct, honest, humble feedback, will be a boon to the establishing of rapport. As patients attempt to engage in the process of treatment, thera pists can help facilitate the establishment of rapport by giving posi tive verbal reinforce... |
their home tele phone numbers for use in emergency situations, we realize that some therapists may prefer instead to make use of an intermediary such as an answering service. In either case, we believe that it is necessary for patients to be able to make contact with their therapist after hours in the event of critica... |
process that is associated with their emotional life. The patient's behaviors are the end products of the vulnerable situations, and the activation of beliefs, automatic thoughts, and emotions. C o m m o n dysfunctional behaviors include actively seeking drugs, using drugs, engaging in irresponsible activities (e.g., u... |
YAML Metadata Warning:The task_categories "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
README
Healix-Shot: Largest Medical Corpora by Health 360
Healix-Shot, proudly presented by Health 360, stands as an emblematic milestone in the realm of medical datasets. Hosted on the HuggingFace repository, it heralds the infusion of cutting-edge AI in the healthcare domain. With an astounding 22 billion tokens, Healix-Shot provides a comprehensive, high-quality corpus of medical text, laying the foundation for unparalleled medical NLP applications.
Importance:
Healix-Shot isn't merely a dataset; it's a revolution in how we approach medical text:
- Comprehensive Knowledge: With data spanning academic papers, medical encyclopedias, and more, it covers a broad spectrum of medical topics.
- Quality Assured: Leveraging techniques like the one in "Textbooks is All You Need," along with internal processes, ensures that the data stands up to rigorous quality checks.
- Open-source Nature: By providing this vast repository to the public, Health 360 encourages communal contribution, fostering innovation and advancements in medical NLP.
Dataset Composition:
| Resource | Tokens (Billions) | Description |
|---|---|---|
| Filtered peS2o | 19.2 | High-quality medical papers |
| Various Sources | 2.8 | Medical Wikipedia, textbooks, medical news, etc. |
| Total | 22.0 |
Methods:
- Textbooks is All You Need: One of our primary extraction and cleaning methods. This approach emphasized the vast knowledge encapsulated within textbooks, making them invaluable.
- Internal Processing: Health 360 has employed proprietary processes to ensure data purity and relevance, further cleaning and refining the data.
Usage:
Healix-Shot is primed for various NLP tasks, such as:
- Medical information retrieval
- Automatic summarization of medical articles
- Medical question answering
- Drug interaction prediction
- And many more...
Acknowledgments:
We are grateful for the global medical community's incessant efforts, from whom much of this data originates. Their dedication to spreading knowledge empowers projects like Healix-Shot.
Licensing:
This dataset is open-source, adhering to the Creative Commons Attribution 4.0 International (CC BY 4.0). Kindly refer to the license document for detailed rights and restrictions.
Note: Embedding the dataset into your projects? Do cite Health 360's Healix-Shot from HuggingFace!
By merging quality and quantity, Healix-Shot stands at the precipice of a new era in medical NLP. With the support and collaboration of the global community, the potential applications are limitless. Dive in, explore, and let's shape the future of medical informatics together.
- Downloads last month
- 38